From a5bfd3496cd61521b71e85aeb61ab1c968ced1a4 Mon Sep 17 00:00:00 2001 From: braginini Date: Wed, 8 Apr 2026 11:04:43 +0200 Subject: [PATCH] Checkpoint: c16e1ac9e2f9 Entire-Session: 605bd668-c127-4419-bd3f-8341d31b8c00 Entire-Strategy: manual-commit Entire-Agent: Claude Code Ephemeral-branch: entire/0588d2d-e3b0c4 --- c1/6e1ac9e2f9/1/content_hash.txt | 1 + c1/6e1ac9e2f9/1/context.md | 88 ++++++++ c1/6e1ac9e2f9/1/full.jsonl | 341 +++++++++++++++++++++++++++++++ c1/6e1ac9e2f9/1/metadata.json | 41 ++++ c1/6e1ac9e2f9/1/prompt.txt | 84 ++++++++ c1/6e1ac9e2f9/metadata.json | 28 ++- 6 files changed, 577 insertions(+), 6 deletions(-) create mode 100644 c1/6e1ac9e2f9/1/content_hash.txt create mode 100644 c1/6e1ac9e2f9/1/context.md create mode 100644 c1/6e1ac9e2f9/1/full.jsonl create mode 100644 c1/6e1ac9e2f9/1/metadata.json create mode 100644 c1/6e1ac9e2f9/1/prompt.txt diff --git a/c1/6e1ac9e2f9/1/content_hash.txt b/c1/6e1ac9e2f9/1/content_hash.txt new file mode 100644 index 000000000..04749c324 --- /dev/null +++ b/c1/6e1ac9e2f9/1/content_hash.txt @@ -0,0 +1 @@ +sha256:ccb936d7a6da87d7f61323f72c897e9ee46efb8483325819a89771ad5f10eee9 \ No newline at end of file diff --git a/c1/6e1ac9e2f9/1/context.md b/c1/6e1ac9e2f9/1/context.md new file mode 100644 index 000000000..9e9060779 --- /dev/null +++ b/c1/6e1ac9e2f9/1/context.md @@ -0,0 +1,88 @@ +# Session Context + +## User Prompts + +### Prompt 1 + +given the combiend setup in the combined/ see if I we can configure embedded Idp store to be the default store of the instance instead of creating a sperate one unless explicitly configured in authStore parameter. You shoudl also check whether it is actually feasible as the store.db may not be created yet + +### Prompt 2 + +I need an idea of what AI tools and platfroms to use to enrich my model responses with our GitHub docs. + +### Prompt 3 + +I wanna try #5 + +### Prompt 4 + +2 + +### Prompt 5 + +my docs folder is here ../docs/ the actual mdx pages are here ../docs/src/pages + +### Prompt 6 + +how do I see that my query hits certain pages? can we add logs? + +### Prompt 7 + +when running my server in Goland: [rag] search error: open index: cannot open index, path does not exist + +### Prompt 8 + +I want to disable passed context (docs) for a while + +### Prompt 9 + +[Request interrupted by user for tool use] + +### Prompt 10 + +no, the API sends docs context, I just want to exclude it in the model + +### Prompt 11 + +[Request interrupted by user for tool use] + +### Prompt 12 + +in the handler just skip context docs + +### Prompt 13 + +I got these kind of answers when user asks for "What is a reverse proxy?" Based on the provided documentation context, the specific definition of a reverse proxy isn't covered in the excerpts available to me. + +However, in general networking terms, a reverse proxy is a server that sits in front of one or more backend services and forwards client requests to them — acting as an intermediary. + +In the context of NetBird's Reverse Proxy feature, based on what's available in the docs, it appears to ... + +### Prompt 14 + +Is lower score better? E.g., here: 2026/04/07 16:41:04 [rag] query="Explain \"Service Type\" on Add Service modal in Reverse Proxy" matched 5 chunks: +2026/04/07 16:41:04 [rag] 1. score=0.04 manage/reverse-proxy/index.mdx | Step 2: Configure service details +2026/04/07 16:41:04 [rag] 2. score=0.04 manage/reverse-proxy/authentication.mdx | Configuring authentication +2026/04/07 16:41:04 [rag] 3. score=0.04 manage/reverse-proxy/index.mdx | Step 1: Open the Reverse Proxy page +2026/04/07 16:41... + +### Prompt 15 + +I will have quotes commonly + +### Prompt 16 + +create config.yaml.example and add config.yaml to git ignore along with the output of the docs.bleve store + +### Prompt 17 + +I now want to try using https://github.com/arabold/docs-mcp-server with claude as an mcp server. Could u plz add the mcp config? + +### Prompt 18 + +Sorry, I couldn't get a response. Error: 502: {"error":"Anthropic API error 400: {"type":"error","error":{"type":"invalid_request_error","message":"Connection error while communicating with MCP server: Server error: Access to this MCP server is blocked"},"request_id":"req_011CZphVC5BBRMtyVf7TZCXE"}"} + +### Prompt 19 + +❌ Search failed: Library netbird not found in store. Did you mean: netbird docs? + diff --git a/c1/6e1ac9e2f9/1/full.jsonl b/c1/6e1ac9e2f9/1/full.jsonl new file mode 100644 index 000000000..a93e81000 --- /dev/null +++ b/c1/6e1ac9e2f9/1/full.jsonl @@ -0,0 +1,341 @@ +{"type":"file-history-snapshot","messageId":"b21fdad2-8ec4-4222-8b06-05fa16aedc31","snapshot":{"messageId":"b21fdad2-8ec4-4222-8b06-05fa16aedc31","trackedFileBackups":{},"timestamp":"2026-04-07T10:13:18.151Z"},"isSnapshotUpdate":false} +{"parentUuid":null,"isSidechain":false,"promptId":"419a3523-e612-40e2-aba9-5b3a6ef87d79","type":"user","message":{"role":"user","content":"Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to."},"isMeta":true,"uuid":"cd286f68-7c0a-4e15-b6d8-809784b6a709","timestamp":"2026-04-07T10:13:18.151Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp"} +{"parentUuid":"cd286f68-7c0a-4e15-b6d8-809784b6a709","isSidechain":false,"promptId":"419a3523-e612-40e2-aba9-5b3a6ef87d79","type":"user","message":{"role":"user","content":"/clear\n clear\n "},"uuid":"b21fdad2-8ec4-4222-8b06-05fa16aedc31","timestamp":"2026-04-07T10:13:17.764Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp"} +{"parentUuid":"b21fdad2-8ec4-4222-8b06-05fa16aedc31","isSidechain":false,"type":"system","subtype":"local_command","content":"","level":"info","timestamp":"2026-04-07T10:13:18.151Z","uuid":"012330f3-0869-448a-a9c7-b1cb26409b24","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp"} +{"type":"file-history-snapshot","messageId":"289bf8d9-f39a-41b1-a416-953b411954d7","snapshot":{"messageId":"289bf8d9-f39a-41b1-a416-953b411954d7","trackedFileBackups":{},"timestamp":"2026-04-07T10:16:22.335Z"},"isSnapshotUpdate":false} +{"parentUuid":"012330f3-0869-448a-a9c7-b1cb26409b24","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":"given the combiend setup in the combined/ see if I we can configure embedded Idp store to be the default store of the instance instead of creating a sperate one unless explicitly configured in authStore parameter. You shoudl also check whether it is actually feasible as the store.db may not be created yet"},"uuid":"289bf8d9-f39a-41b1-a416-953b411954d7","timestamp":"2026-04-07T10:16:20.865Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp"} +{"parentUuid":"289bf8d9-f39a-41b1-a416-953b411954d7","isSidechain":false,"attachment":{"type":"deferred_tools_delta","addedNames":["AskUserQuestion","CronCreate","CronDelete","CronList","EnterPlanMode","EnterWorktree","ExitPlanMode","ExitWorktree","NotebookEdit","RemoteTrigger","TaskCreate","TaskGet","TaskList","TaskOutput","TaskStop","TaskUpdate","WebFetch","WebSearch","mcp__ide__getDiagnostics"],"addedLines":["AskUserQuestion","CronCreate","CronDelete","CronList","EnterPlanMode","EnterWorktree","ExitPlanMode","ExitWorktree","NotebookEdit","RemoteTrigger","TaskCreate","TaskGet","TaskList","TaskOutput","TaskStop","TaskUpdate","WebFetch","WebSearch","mcp__ide__getDiagnostics"],"removedNames":[]},"type":"attachment","uuid":"a30f3346-f3d2-4b46-810b-970fd10782e0","timestamp":"2026-04-07T10:16:20.864Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp"} +{"parentUuid":"a30f3346-f3d2-4b46-810b-970fd10782e0","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_018pZUxgLic8zfaKgM4svw7b","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":4981,"cache_read_input_tokens":11269,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":4981},"output_tokens":29,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpEiDCMxyx1Zx9YDEiFZ","type":"assistant","uuid":"d9f5b466-b97f-4d9a-9f23-d03cbeadacfa","timestamp":"2026-04-07T10:16:26.039Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp"} +{"parentUuid":"d9f5b466-b97f-4d9a-9f23-d03cbeadacfa","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_018pZUxgLic8zfaKgM4svw7b","type":"message","role":"assistant","content":[{"type":"text","text":"Let me explore the combined setup and understand how stores are currently configured."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":4981,"cache_read_input_tokens":11269,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":4981},"output_tokens":29,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpEiDCMxyx1Zx9YDEiFZ","type":"assistant","uuid":"aaef899e-94be-4edc-b3f9-ee0c65acd069","timestamp":"2026-04-07T10:16:26.635Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp"} +{"parentUuid":"aaef899e-94be-4edc-b3f9-ee0c65acd069","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_018pZUxgLic8zfaKgM4svw7b","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01SUkvYjfT46P6qzFaPtmUhC","name":"Agent","input":{"subagent_type":"Explore","description":"Explore combined setup and IDP store","prompt":"I need to understand how the combined/ directory setup works in this NetBird project, specifically:\n\n1. Look at all files in combined/ directory\n2. How the embedded IDP store is created and configured\n3. How the management server's store (store.db) is created and configured\n4. Whether there's a way to share the store between the embedded IDP and the management server\n5. Look at the \"authStore\" parameter and how it's used\n\nKey areas to explore:\n- combined/ directory (all files)\n- The embedded IDP implementation\n- The management server store initialization\n- How stores are configured in config files\n\nBe very thorough - read the actual source files, not just list them. I need to understand the full flow of store creation for both the IDP and management server."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":4981,"cache_read_input_tokens":11269,"output_tokens":348,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":4981,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpEiDCMxyx1Zx9YDEiFZ","type":"assistant","uuid":"810f5308-b231-4ac9-bdd9-5a72998abf30","timestamp":"2026-04-07T10:16:30.649Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp"} +{"parentUuid":"810f5308-b231-4ac9-bdd9-5a72998abf30","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SUkvYjfT46P6qzFaPtmUhC","type":"tool_result","content":[{"type":"text","text":"Perfect! Now I have all the information I need. Let me create a comprehensive summary of the store setup in the NetBird combined server.\n\n## Summary: Combined Directory Store Setup in NetBird\n\nBased on my thorough analysis of the NetBird combined server codebase, here's a comprehensive understanding of how stores are created and configured:\n\n### 1. **Directory Structure**\n\nThe combined directory (`/Users/misha/Documents/GolandProjects/netbird/netbird/combined/`) contains:\n- **main.go** - Entry point that calls cmd.Execute()\n- **cmd/root.go** - Main server startup and initialization logic\n- **cmd/config.go** - Configuration loading, parsing, and conversion\n- **cmd/token.go** - Token command utilities\n- **cmd/pprof.go** - Profiling support\n- **config.yaml.example** - Example configuration file\n- **Dockerfile** and **Dockerfile.multistage** - Docker build files\n\n### 2. **Store Creation Flow**\n\n#### **Management Server Store (store.db)**\n\nThe management server store is created in this flow:\n\n```\nroot.go: initializeConfig()\n ↓\nSets environment variables:\n - NB_STORE_ENGINE_POSTGRES_DSN (from config.Server.Store.DSN if engine=postgres)\n - NB_STORE_ENGINE_MYSQL_DSN (from config.Server.Store.DSN if engine=mysql)\n - NB_STORE_ENGINE_SQLITE_FILE (from config.Server.Store.File)\n ↓\nroot.go: createAllServers()\n ↓\ncreateManagementServer()\n ↓\ncfg.ToManagementConfig() (in config.go)\n ↓\nApplyEmbeddedIdPConfig()\n ↓\nmanagement/internals/server/modules.go: BaseServer.Store()\n ↓\nstore.NewStore(ctx, engine, dataDir, metrics, skipMigration)\n ↓\nmanagement/server/store/store.go: NewStore()\n - Calls getStoreEngine() which checks environment variables\n - Creates appropriate store type (SQLite, PostgreSQL, or MySQL)\n```\n\n**Key Location:** `/Users/misha/Documents/GolandProjects/netbird/netbird/management/server/store/store.go:361`\n\n**Database File (SQLite default):** \n- Looks for `NB_STORE_ENGINE_SQLITE_FILE` environment variable\n- Falls back to `dataDir/store.db`\n- Connection string: `filepath/query` format (e.g., `store.db?cache=shared`)\n\n#### **Embedded IDP Store (idp.db)**\n\nThe embedded IDP (Dex) store is created separately:\n\n```\nroot.go: createAllServers()\n ↓\ncreateManagementServer()\n ↓\ncfg.ToManagementConfig()\n ↓\nconfig.go: buildEmbeddedIdPConfig()\n - Reads authStore configuration (engine, dsn, file)\n - authStore.Engine overrides auth.storage.type if set\n - authStore.DSN used for PostgreSQL connections\n - authStore.File used for SQLite file path\n ↓\nApplyEmbeddedIdPConfig()\n ↓\nidp.NewEmbeddedIdPManager(ctx, config, appMetrics)\n ↓\nidp/dex/provider.go: NewProviderFromYAML()\n ↓\ndex/config.go: yamlConfig.Storage.OpenStorage()\n - Creates Dex storage instance (sqlite3.SQLite3 or sql.Postgres)\n - For SQLite: Uses file path from EmbeddedIdPConfig.Storage.Config.File\n - For Postgres: Uses DSN from EmbeddedIdPConfig.Storage.Config.DSN\n```\n\n**Key Locations:**\n- IDP Storage Configuration: `/Users/misha/Documents/GolandProjects/netbird/netbird/management/server/idp/embedded.go:86-100`\n- YAML to Dex Config: `/Users/misha/Documents/GolandProjects/netbird/netbird/idp/dex/config.go:312-333`\n\n**Database File (SQLite default):**\n- Default: `dataDir/idp.db`\n- Configurable via `authStore.file` in config\n- For PostgreSQL: Configured via `authStore.dsn`\n\n### 3. **The \"authStore\" Parameter**\n\n**Configuration Structure** (from `/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/config.go:74-75`):\n```yaml\nserver:\n authStore:\n engine: \"sqlite3\" # or \"postgres\"\n dsn: \"\" # Connection string for postgres\n file: \"\" # Custom SQLite file path (optional, defaults to {dataDir}/idp.db)\n```\n\n**How authStore is Used:**\n\n1. **Overrides auth.storage** when set (lines 558-565 in config.go)\n2. **Engine Selection** (line 561):\n - If `authStore.engine` is set, it overrides `auth.storage.type`\n - If neither is set, defaults to `\"sqlite3\"`\n3. **File Path Resolution** (lines 572-580):\n - For SQLite: Uses `authStore.file` if provided, otherwise `dataDir/idp.db`\n - Relative paths are resolved against `dataDir`\n - Absolute paths are used as-is\n4. **PostgreSQL DSN** (line 560):\n - Takes DSN from `authStore.dsn`\n - Required when `authStore.engine` is `\"postgres\"`\n\n### 4. **Can Stores Be Shared?**\n\n**Short Answer: No, they use completely separate databases**\n\n**Why:**\n\n1. **Different Storage Systems:**\n - Management server uses GORM-based SQL store (`management/server/store/sql_store.go`)\n - Embedded IDP uses Dex's native storage system (`github.com/dexidp/dex/storage`)\n\n2. **Different Database Schemas:**\n - Management store: Contains accounts, peers, networks, policies, users, etc.\n - IDP store: Contains Dex-specific data (OAuth2 clients, refresh tokens, passwords, connectors, etc.)\n\n3. **Different Table Structures:**\n - They don't share any tables or data models\n - Even with PostgreSQL, they would need separate schemas or databases to avoid conflicts\n\n4. **Environment Variable Handling:**\n - Management store: `NB_STORE_ENGINE_SQLITE_FILE` points to main `store.db`\n - IDP store: Configured via `authStore` in YAML, uses separate file/database\n - No cross-references between them\n\n### 5. **Store Initialization Flow (Combined Server)**\n\n```\nSTART: combined/cmd/root.go: execute()\n │\n ├─→ initializeConfig()\n │ Sets env vars from config.yaml:\n │ - NB_STORE_ENGINE_POSTGRES_DSN (if configured)\n │ - NB_STORE_ENGINE_MYSQL_DSN (if configured)\n │ - NB_STORE_ENGINE_SQLITE_FILE (if configured)\n │ - NB_ACTIVITY_EVENT_STORE_ENGINE (if configured)\n │ - NB_ACTIVITY_EVENT_SQLITE_FILE (if configured)\n │\n ├─→ createAllServers()\n │ │\n │ ├─→ createManagementServer()\n │ │\n │ ├─→ cfg.ToManagementConfig()\n │ │ Builds full management config including:\n │ │ - Calls buildEmbeddedIdPConfig() with authStore settings\n │ │\n │ ├─→ ApplyEmbeddedIdPConfig()\n │ │ Sets LocalAddress for internal JWT validation\n │ │\n │ └─→ createManagementServer()\n │ Creates BaseServer instance\n │\n │\n ├─→ mgmtSrv.Start()\n │ Lazy-initializes all dependencies via Create() pattern:\n │ │\n │ ├─→ BaseServer.Store()\n │ │ store.NewStore()\n │ │ └─→ Creates management store (store.db)\n │ │\n │ ├─→ BaseServer.EventStore()\n │ │ integrations.InitEventStore()\n │ │ └─→ Creates activity store (events.db)\n │ │\n │ └─→ BaseServer.IdpManager()\n │ idp.NewEmbeddedIdPManager()\n │ NewProviderFromYAML()\n │ yamlConfig.Storage.OpenStorage()\n │ └─→ Creates IDP store (idp.db)\n │\n │\n └─→ All servers running with separate databases\n```\n\n### 6. **Key Configuration in config.yaml.example**\n\n```yaml\nserver:\n # Management store settings\n store:\n engine: \"sqlite\" # or \"postgres\", \"mysql\"\n dsn: \"\" # Connection string for postgres/mysql\n encryptionKey: \"\" # Encryption key for sensitive fields\n # file: \"\" # Custom SQLite path (optional)\n\n # Activity events store settings (optional)\n # activityStore:\n # engine: \"sqlite\" # or \"postgres\"\n # dsn: \"\"\n # file: \"\"\n\n # Auth (embedded IDP) store settings (optional)\n # authStore:\n # engine: \"sqlite3\" # or \"postgres\"\n # dsn: \"\" # Required for postgres\n # file: \"\" # Custom SQLite path\n\n auth:\n issuer: \"https://example.com/oauth2\"\n storage:\n type: \"sqlite3\" # Can be overridden by authStore.engine\n```\n\n### 7. **Important Notes**\n\n1. **No Shared Store Mechanism**: The design intentionally keeps stores separate. There's no configuration option to use the same database for both.\n\n2. **Environment Variables are Set Early**: In `initializeConfig()` before any database connections are made (root.go:135-159)\n\n3. **authStore Overrides auth.storage**: When both are configured, `authStore.engine` takes precedence (config.go:561-562)\n\n4. **PostgreSQL Requires Explicit DSN**: For IDP with PostgreSQL, you must provide `authStore.dsn` (config.go:570)\n\n5. **SQLite File Path Defaults**:\n - Management: `dataDir/store.db`\n - IDP: `dataDir/idp.db`\n - Activity: `dataDir/events.db`\n - All can be customized in config\n\n6. **Default Storage Type**: If no engine is specified, both default to SQLite (config.go:565)"}]}]},"uuid":"408a98bd-6669-4255-8ebb-6343cbb47525","timestamp":"2026-04-07T10:17:53.828Z","toolUseResult":{"status":"completed","prompt":"I need to understand how the combined/ directory setup works in this NetBird project, specifically:\n\n1. Look at all files in combined/ directory\n2. How the embedded IDP store is created and configured\n3. How the management server's store (store.db) is created and configured\n4. Whether there's a way to share the store between the embedded IDP and the management server\n5. Look at the \"authStore\" parameter and how it's used\n\nKey areas to explore:\n- combined/ directory (all files)\n- The embedded IDP implementation\n- The management server store initialization\n- How stores are configured in config files\n\nBe very thorough - read the actual source files, not just list them. I need to understand the full flow of store creation for both the IDP and management server.","agentId":"aa3adf7a3e142cd64","agentType":"Explore","content":[{"type":"text","text":"Perfect! Now I have all the information I need. Let me create a comprehensive summary of the store setup in the NetBird combined server.\n\n## Summary: Combined Directory Store Setup in NetBird\n\nBased on my thorough analysis of the NetBird combined server codebase, here's a comprehensive understanding of how stores are created and configured:\n\n### 1. **Directory Structure**\n\nThe combined directory (`/Users/misha/Documents/GolandProjects/netbird/netbird/combined/`) contains:\n- **main.go** - Entry point that calls cmd.Execute()\n- **cmd/root.go** - Main server startup and initialization logic\n- **cmd/config.go** - Configuration loading, parsing, and conversion\n- **cmd/token.go** - Token command utilities\n- **cmd/pprof.go** - Profiling support\n- **config.yaml.example** - Example configuration file\n- **Dockerfile** and **Dockerfile.multistage** - Docker build files\n\n### 2. **Store Creation Flow**\n\n#### **Management Server Store (store.db)**\n\nThe management server store is created in this flow:\n\n```\nroot.go: initializeConfig()\n ↓\nSets environment variables:\n - NB_STORE_ENGINE_POSTGRES_DSN (from config.Server.Store.DSN if engine=postgres)\n - NB_STORE_ENGINE_MYSQL_DSN (from config.Server.Store.DSN if engine=mysql)\n - NB_STORE_ENGINE_SQLITE_FILE (from config.Server.Store.File)\n ↓\nroot.go: createAllServers()\n ↓\ncreateManagementServer()\n ↓\ncfg.ToManagementConfig() (in config.go)\n ↓\nApplyEmbeddedIdPConfig()\n ↓\nmanagement/internals/server/modules.go: BaseServer.Store()\n ↓\nstore.NewStore(ctx, engine, dataDir, metrics, skipMigration)\n ↓\nmanagement/server/store/store.go: NewStore()\n - Calls getStoreEngine() which checks environment variables\n - Creates appropriate store type (SQLite, PostgreSQL, or MySQL)\n```\n\n**Key Location:** `/Users/misha/Documents/GolandProjects/netbird/netbird/management/server/store/store.go:361`\n\n**Database File (SQLite default):** \n- Looks for `NB_STORE_ENGINE_SQLITE_FILE` environment variable\n- Falls back to `dataDir/store.db`\n- Connection string: `filepath/query` format (e.g., `store.db?cache=shared`)\n\n#### **Embedded IDP Store (idp.db)**\n\nThe embedded IDP (Dex) store is created separately:\n\n```\nroot.go: createAllServers()\n ↓\ncreateManagementServer()\n ↓\ncfg.ToManagementConfig()\n ↓\nconfig.go: buildEmbeddedIdPConfig()\n - Reads authStore configuration (engine, dsn, file)\n - authStore.Engine overrides auth.storage.type if set\n - authStore.DSN used for PostgreSQL connections\n - authStore.File used for SQLite file path\n ↓\nApplyEmbeddedIdPConfig()\n ↓\nidp.NewEmbeddedIdPManager(ctx, config, appMetrics)\n ↓\nidp/dex/provider.go: NewProviderFromYAML()\n ↓\ndex/config.go: yamlConfig.Storage.OpenStorage()\n - Creates Dex storage instance (sqlite3.SQLite3 or sql.Postgres)\n - For SQLite: Uses file path from EmbeddedIdPConfig.Storage.Config.File\n - For Postgres: Uses DSN from EmbeddedIdPConfig.Storage.Config.DSN\n```\n\n**Key Locations:**\n- IDP Storage Configuration: `/Users/misha/Documents/GolandProjects/netbird/netbird/management/server/idp/embedded.go:86-100`\n- YAML to Dex Config: `/Users/misha/Documents/GolandProjects/netbird/netbird/idp/dex/config.go:312-333`\n\n**Database File (SQLite default):**\n- Default: `dataDir/idp.db`\n- Configurable via `authStore.file` in config\n- For PostgreSQL: Configured via `authStore.dsn`\n\n### 3. **The \"authStore\" Parameter**\n\n**Configuration Structure** (from `/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/config.go:74-75`):\n```yaml\nserver:\n authStore:\n engine: \"sqlite3\" # or \"postgres\"\n dsn: \"\" # Connection string for postgres\n file: \"\" # Custom SQLite file path (optional, defaults to {dataDir}/idp.db)\n```\n\n**How authStore is Used:**\n\n1. **Overrides auth.storage** when set (lines 558-565 in config.go)\n2. **Engine Selection** (line 561):\n - If `authStore.engine` is set, it overrides `auth.storage.type`\n - If neither is set, defaults to `\"sqlite3\"`\n3. **File Path Resolution** (lines 572-580):\n - For SQLite: Uses `authStore.file` if provided, otherwise `dataDir/idp.db`\n - Relative paths are resolved against `dataDir`\n - Absolute paths are used as-is\n4. **PostgreSQL DSN** (line 560):\n - Takes DSN from `authStore.dsn`\n - Required when `authStore.engine` is `\"postgres\"`\n\n### 4. **Can Stores Be Shared?**\n\n**Short Answer: No, they use completely separate databases**\n\n**Why:**\n\n1. **Different Storage Systems:**\n - Management server uses GORM-based SQL store (`management/server/store/sql_store.go`)\n - Embedded IDP uses Dex's native storage system (`github.com/dexidp/dex/storage`)\n\n2. **Different Database Schemas:**\n - Management store: Contains accounts, peers, networks, policies, users, etc.\n - IDP store: Contains Dex-specific data (OAuth2 clients, refresh tokens, passwords, connectors, etc.)\n\n3. **Different Table Structures:**\n - They don't share any tables or data models\n - Even with PostgreSQL, they would need separate schemas or databases to avoid conflicts\n\n4. **Environment Variable Handling:**\n - Management store: `NB_STORE_ENGINE_SQLITE_FILE` points to main `store.db`\n - IDP store: Configured via `authStore` in YAML, uses separate file/database\n - No cross-references between them\n\n### 5. **Store Initialization Flow (Combined Server)**\n\n```\nSTART: combined/cmd/root.go: execute()\n │\n ├─→ initializeConfig()\n │ Sets env vars from config.yaml:\n │ - NB_STORE_ENGINE_POSTGRES_DSN (if configured)\n │ - NB_STORE_ENGINE_MYSQL_DSN (if configured)\n │ - NB_STORE_ENGINE_SQLITE_FILE (if configured)\n │ - NB_ACTIVITY_EVENT_STORE_ENGINE (if configured)\n │ - NB_ACTIVITY_EVENT_SQLITE_FILE (if configured)\n │\n ├─→ createAllServers()\n │ │\n │ ├─→ createManagementServer()\n │ │\n │ ├─→ cfg.ToManagementConfig()\n │ │ Builds full management config including:\n │ │ - Calls buildEmbeddedIdPConfig() with authStore settings\n │ │\n │ ├─→ ApplyEmbeddedIdPConfig()\n │ │ Sets LocalAddress for internal JWT validation\n │ │\n │ └─→ createManagementServer()\n │ Creates BaseServer instance\n │\n │\n ├─→ mgmtSrv.Start()\n │ Lazy-initializes all dependencies via Create() pattern:\n │ │\n │ ├─→ BaseServer.Store()\n │ │ store.NewStore()\n │ │ └─→ Creates management store (store.db)\n │ │\n │ ├─→ BaseServer.EventStore()\n │ │ integrations.InitEventStore()\n │ │ └─→ Creates activity store (events.db)\n │ │\n │ └─→ BaseServer.IdpManager()\n │ idp.NewEmbeddedIdPManager()\n │ NewProviderFromYAML()\n │ yamlConfig.Storage.OpenStorage()\n │ └─→ Creates IDP store (idp.db)\n │\n │\n └─→ All servers running with separate databases\n```\n\n### 6. **Key Configuration in config.yaml.example**\n\n```yaml\nserver:\n # Management store settings\n store:\n engine: \"sqlite\" # or \"postgres\", \"mysql\"\n dsn: \"\" # Connection string for postgres/mysql\n encryptionKey: \"\" # Encryption key for sensitive fields\n # file: \"\" # Custom SQLite path (optional)\n\n # Activity events store settings (optional)\n # activityStore:\n # engine: \"sqlite\" # or \"postgres\"\n # dsn: \"\"\n # file: \"\"\n\n # Auth (embedded IDP) store settings (optional)\n # authStore:\n # engine: \"sqlite3\" # or \"postgres\"\n # dsn: \"\" # Required for postgres\n # file: \"\" # Custom SQLite path\n\n auth:\n issuer: \"https://example.com/oauth2\"\n storage:\n type: \"sqlite3\" # Can be overridden by authStore.engine\n```\n\n### 7. **Important Notes**\n\n1. **No Shared Store Mechanism**: The design intentionally keeps stores separate. There's no configuration option to use the same database for both.\n\n2. **Environment Variables are Set Early**: In `initializeConfig()` before any database connections are made (root.go:135-159)\n\n3. **authStore Overrides auth.storage**: When both are configured, `authStore.engine` takes precedence (config.go:561-562)\n\n4. **PostgreSQL Requires Explicit DSN**: For IDP with PostgreSQL, you must provide `authStore.dsn` (config.go:570)\n\n5. **SQLite File Path Defaults**:\n - Management: `dataDir/store.db`\n - IDP: `dataDir/idp.db`\n - Activity: `dataDir/events.db`\n - All can be customized in config\n\n6. **Default Storage Type**: If no engine is specified, both default to SQLite 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feasible."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3045,"cache_read_input_tokens":16250,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":3045},"output_tokens":35,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpEqP77LmtS7KzzGdKkP","type":"assistant","uuid":"a3866b70-6a16-4062-ad24-5cafa71b676d","timestamp":"2026-04-07T10:18:06.029Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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embedded\n27\t// Signal, Relay, and STUN services.\n28\t//\n29\t// Architecture:\n30\t// - Management: Always runs locally (this IS the management server)\n31\t// - Signal: Runs locally by default; disabled if server.signalUri is set\n32\t// - Relay: Runs locally by default; disabled if server.relays is set\n33\t// - STUN: Runs locally on port 3478 by default; disabled if server.stuns is set\n34\t//\n35\t// All user-facing settings are under \"server\". The relay/signal/management\n36\t// fields are internal and populated automatically from server settings.\n37\ttype CombinedConfig struct {\n38\t\tServer ServerConfig `yaml:\"server\"`\n39\t\n40\t\t// Internal configs - populated from Server settings, not user-configurable\n41\t\tRelay RelayConfig `yaml:\"-\"`\n42\t\tSignal SignalConfig `yaml:\"-\"`\n43\t\tManagement ManagementConfig `yaml:\"-\"`\n44\t}\n45\t\n46\t// ServerConfig contains server-wide settings\n47\t// In simplified mode, this contains all configuration\n48\ttype ServerConfig struct {\n49\t\tListenAddress string `yaml:\"listenAddress\"`\n50\t\tMetricsPort int `yaml:\"metricsPort\"`\n51\t\tHealthcheckAddress string `yaml:\"healthcheckAddress\"`\n52\t\tLogLevel string `yaml:\"logLevel\"`\n53\t\tLogFile string `yaml:\"logFile\"`\n54\t\tTLS TLSConfig `yaml:\"tls\"`\n55\t\n56\t\t// Simplified config fields (used when relay/signal/management sections are omitted)\n57\t\tExposedAddress string `yaml:\"exposedAddress\"` // Public address with protocol (e.g., \"https://example.com:443\")\n58\t\tStunPorts []int `yaml:\"stunPorts\"` // STUN ports (empty to disable local STUN)\n59\t\tAuthSecret string `yaml:\"authSecret\"` // Shared secret for relay authentication\n60\t\tDataDir string `yaml:\"dataDir\"` // Data directory for all services\n61\t\n62\t\t// External service overrides (simplified mode)\n63\t\t// When these are set, the corresponding local service is NOT started\n64\t\t// and these values are used for client configuration instead\n65\t\tStuns []HostConfig `yaml:\"stuns\"` // External STUN servers (disables local STUN)\n66\t\tRelays RelaysConfig `yaml:\"relays\"` // External relay servers (disables local relay)\n67\t\tSignalURI string `yaml:\"signalUri\"` // External signal server (disables local signal)\n68\t\n69\t\t// Management settings (simplified mode)\n70\t\tDisableAnonymousMetrics bool `yaml:\"disableAnonymousMetrics\"`\n71\t\tDisableGeoliteUpdate bool `yaml:\"disableGeoliteUpdate\"`\n72\t\tAuth AuthConfig `yaml:\"auth\"`\n73\t\tStore StoreConfig `yaml:\"store\"`\n74\t\tActivityStore StoreConfig `yaml:\"activityStore\"`\n75\t\tAuthStore StoreConfig `yaml:\"authStore\"`\n76\t\tReverseProxy ReverseProxyConfig `yaml:\"reverseProxy\"`\n77\t}\n78\t\n79\t// TLSConfig contains TLS/HTTPS settings\n80\ttype TLSConfig struct {"}]},"uuid":"371ee968-88f1-4e30-9d57-b7bb183d7444","timestamp":"2026-04-07T10:18:06.512Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/config.go","content":"package cmd\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"net\"\n\t\"net/netip\"\n\t\"os\"\n\t\"path\"\n\t\"path/filepath\"\n\t\"strings\"\n\t\"time\"\n\n\tlog \"github.com/sirupsen/logrus\"\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/management/server/idp\"\n\t\"github.com/netbirdio/netbird/management/server/types\"\n\t\"github.com/netbirdio/netbird/util\"\n\t\"github.com/netbirdio/netbird/util/crypt\"\n\n\tnbconfig \"github.com/netbirdio/netbird/management/internals/server/config\"\n)\n\n// CombinedConfig is the root configuration for the combined server.\n// The combined server is primarily a Management server with optional embedded\n// Signal, Relay, and STUN services.\n//\n// Architecture:\n// - Management: Always runs locally (this IS the management server)\n// - Signal: Runs locally by default; disabled if server.signalUri is set\n// - Relay: Runs locally by default; disabled if server.relays is set\n// - STUN: Runs locally on port 3478 by default; disabled if server.stuns is set\n//\n// All user-facing settings are under \"server\". The relay/signal/management\n// fields are internal and populated automatically from server settings.\ntype CombinedConfig struct {\n\tServer ServerConfig `yaml:\"server\"`\n\n\t// Internal configs - populated from Server settings, not user-configurable\n\tRelay RelayConfig `yaml:\"-\"`\n\tSignal SignalConfig `yaml:\"-\"`\n\tManagement ManagementConfig `yaml:\"-\"`\n}\n\n// ServerConfig contains server-wide settings\n// In simplified mode, this contains all configuration\ntype ServerConfig struct {\n\tListenAddress string `yaml:\"listenAddress\"`\n\tMetricsPort int `yaml:\"metricsPort\"`\n\tHealthcheckAddress string `yaml:\"healthcheckAddress\"`\n\tLogLevel string `yaml:\"logLevel\"`\n\tLogFile string `yaml:\"logFile\"`\n\tTLS TLSConfig `yaml:\"tls\"`\n\n\t// Simplified config fields (used when relay/signal/management sections are omitted)\n\tExposedAddress string `yaml:\"exposedAddress\"` // Public address with protocol (e.g., \"https://example.com:443\")\n\tStunPorts []int `yaml:\"stunPorts\"` // STUN ports (empty to disable local STUN)\n\tAuthSecret string `yaml:\"authSecret\"` // Shared secret for relay authentication\n\tDataDir string `yaml:\"dataDir\"` // Data directory for all services\n\n\t// External service overrides (simplified mode)\n\t// When these are set, the corresponding local service is NOT started\n\t// and these values are used for client configuration instead\n\tStuns []HostConfig `yaml:\"stuns\"` // External STUN servers (disables local STUN)\n\tRelays RelaysConfig `yaml:\"relays\"` // External relay servers (disables local relay)\n\tSignalURI string `yaml:\"signalUri\"` // External signal server (disables local signal)\n\n\t// Management settings (simplified mode)\n\tDisableAnonymousMetrics bool `yaml:\"disableAnonymousMetrics\"`\n\tDisableGeoliteUpdate bool `yaml:\"disableGeoliteUpdate\"`\n\tAuth AuthConfig `yaml:\"auth\"`\n\tStore StoreConfig `yaml:\"store\"`\n\tActivityStore StoreConfig `yaml:\"activityStore\"`\n\tAuthStore StoreConfig `yaml:\"authStore\"`\n\tReverseProxy ReverseProxyConfig `yaml:\"reverseProxy\"`\n}\n\n// TLSConfig contains TLS/HTTPS settings\ntype TLSConfig struct {","numLines":80,"startLine":1,"totalLines":768}},"sourceToolAssistantUUID":"b97435f3-be65-420c-b2dd-2bd17ec9d5fc","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"371ee968-88f1-4e30-9d57-b7bb183d7444","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01H6VKcrKrxGZ7auZffpZfw4","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01JpefftZ3aKpH5xq2vsvY2z","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/root.go","limit":80},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":3045,"cache_read_input_tokens":16250,"output_tokens":371,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":3045,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpEqP77LmtS7KzzGdKkP","type":"assistant","uuid":"b6ffbbab-e7a7-4824-9e85-30e4d569a25e","timestamp":"2026-04-07T10:18:06.985Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"b6ffbbab-e7a7-4824-9e85-30e4d569a25e","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JpefftZ3aKpH5xq2vsvY2z","type":"tool_result","content":"1\tpackage cmd\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"crypto/sha256\"\n6\t\t\"crypto/tls\"\n7\t\t\"errors\"\n8\t\t\"fmt\"\n9\t\t\"net\"\n10\t\t\"net/http\"\n11\t\t\"os\"\n12\t\t\"os/signal\"\n13\t\t\"strconv\"\n14\t\t\"strings\"\n15\t\t\"sync\"\n16\t\t\"syscall\"\n17\t\t\"time\"\n18\t\n19\t\t\"github.com/coder/websocket\"\n20\t\t\"github.com/hashicorp/go-multierror\"\n21\t\tlog \"github.com/sirupsen/logrus\"\n22\t\t\"github.com/spf13/cobra\"\n23\t\t\"go.opentelemetry.io/otel/metric\"\n24\t\t\"google.golang.org/grpc\"\n25\t\n26\t\t\"github.com/netbirdio/netbird/encryption\"\n27\t\tmgmtServer \"github.com/netbirdio/netbird/management/internals/server\"\n28\t\tnbconfig \"github.com/netbirdio/netbird/management/internals/server/config\"\n29\t\t\"github.com/netbirdio/netbird/management/server/telemetry\"\n30\t\t\"github.com/netbirdio/netbird/relay/healthcheck\"\n31\t\trelayServer \"github.com/netbirdio/netbird/relay/server\"\n32\t\t\"github.com/netbirdio/netbird/relay/server/listener/ws\"\n33\t\tsharedMetrics \"github.com/netbirdio/netbird/shared/metrics\"\n34\t\t\"github.com/netbirdio/netbird/shared/relay/auth\"\n35\t\t\"github.com/netbirdio/netbird/shared/signal/proto\"\n36\t\tsignalServer \"github.com/netbirdio/netbird/signal/server\"\n37\t\t\"github.com/netbirdio/netbird/stun\"\n38\t\t\"github.com/netbirdio/netbird/util\"\n39\t\t\"github.com/netbirdio/netbird/util/wsproxy\"\n40\t\twsproxyserver \"github.com/netbirdio/netbird/util/wsproxy/server\"\n41\t)\n42\t\n43\tvar (\n44\t\tconfigPath string\n45\t\tconfig *CombinedConfig\n46\t\n47\t\trootCmd = &cobra.Command{\n48\t\t\tUse: \"combined\",\n49\t\t\tShort: \"Combined Netbird server (Management + Signal + Relay + STUN)\",\n50\t\t\tLong: `Combined Netbird server for self-hosted deployments.\n51\t\n52\tAll services (Management, Signal, Relay) are multiplexed on a single port.\n53\tOptional STUN server runs on separate UDP ports.\n54\t\n55\tConfiguration is loaded from a YAML file specified with --config.`,\n56\t\t\tSilenceUsage: true,\n57\t\t\tSilenceErrors: true,\n58\t\t\tRunE: execute,\n59\t\t}\n60\t)\n61\t\n62\tfunc init() {\n63\t\trootCmd.PersistentFlags().StringVarP(&configPath, \"config\", \"c\", \"\", \"path to YAML configuration file (required)\")\n64\t\t_ = rootCmd.MarkPersistentFlagRequired(\"config\")\n65\t\n66\t\trootCmd.AddCommand(newTokenCommands())\n67\t}\n68\t\n69\tfunc Execute() error {\n70\t\treturn rootCmd.Execute()\n71\t}\n72\t\n73\tfunc waitForExitSignal() {\n74\t\tosSigs := make(chan os.Signal, 1)\n75\t\tsignal.Notify(osSigs, syscall.SIGINT, syscall.SIGTERM)\n76\t\t<-osSigs\n77\t}\n78\t\n79\tfunc execute(cmd *cobra.Command, _ []string) error {\n80\t\tif err := initializeConfig(); err != nil {"}]},"uuid":"c52486ec-449b-4af5-a8ad-c6f94fd0dc98","timestamp":"2026-04-07T10:18:06.992Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/root.go","content":"package cmd\n\nimport (\n\t\"context\"\n\t\"crypto/sha256\"\n\t\"crypto/tls\"\n\t\"errors\"\n\t\"fmt\"\n\t\"net\"\n\t\"net/http\"\n\t\"os\"\n\t\"os/signal\"\n\t\"strconv\"\n\t\"strings\"\n\t\"sync\"\n\t\"syscall\"\n\t\"time\"\n\n\t\"github.com/coder/websocket\"\n\t\"github.com/hashicorp/go-multierror\"\n\tlog \"github.com/sirupsen/logrus\"\n\t\"github.com/spf13/cobra\"\n\t\"go.opentelemetry.io/otel/metric\"\n\t\"google.golang.org/grpc\"\n\n\t\"github.com/netbirdio/netbird/encryption\"\n\tmgmtServer \"github.com/netbirdio/netbird/management/internals/server\"\n\tnbconfig \"github.com/netbirdio/netbird/management/internals/server/config\"\n\t\"github.com/netbirdio/netbird/management/server/telemetry\"\n\t\"github.com/netbirdio/netbird/relay/healthcheck\"\n\trelayServer \"github.com/netbirdio/netbird/relay/server\"\n\t\"github.com/netbirdio/netbird/relay/server/listener/ws\"\n\tsharedMetrics \"github.com/netbirdio/netbird/shared/metrics\"\n\t\"github.com/netbirdio/netbird/shared/relay/auth\"\n\t\"github.com/netbirdio/netbird/shared/signal/proto\"\n\tsignalServer \"github.com/netbirdio/netbird/signal/server\"\n\t\"github.com/netbirdio/netbird/stun\"\n\t\"github.com/netbirdio/netbird/util\"\n\t\"github.com/netbirdio/netbird/util/wsproxy\"\n\twsproxyserver \"github.com/netbirdio/netbird/util/wsproxy/server\"\n)\n\nvar (\n\tconfigPath string\n\tconfig *CombinedConfig\n\n\trootCmd = &cobra.Command{\n\t\tUse: \"combined\",\n\t\tShort: \"Combined Netbird server (Management + Signal + Relay + STUN)\",\n\t\tLong: `Combined Netbird server for self-hosted deployments.\n\nAll services (Management, Signal, Relay) are multiplexed on a single port.\nOptional STUN server runs on separate UDP ports.\n\nConfiguration is loaded from a YAML file specified with --config.`,\n\t\tSilenceUsage: true,\n\t\tSilenceErrors: true,\n\t\tRunE: execute,\n\t}\n)\n\nfunc init() {\n\trootCmd.PersistentFlags().StringVarP(&configPath, \"config\", \"c\", \"\", \"path to YAML configuration file (required)\")\n\t_ = rootCmd.MarkPersistentFlagRequired(\"config\")\n\n\trootCmd.AddCommand(newTokenCommands())\n}\n\nfunc Execute() error {\n\treturn rootCmd.Execute()\n}\n\nfunc waitForExitSignal() {\n\tosSigs := make(chan os.Signal, 1)\n\tsignal.Notify(osSigs, syscall.SIGINT, syscall.SIGTERM)\n\t<-osSigs\n}\n\nfunc execute(cmd *cobra.Command, _ []string) error {\n\tif err := initializeConfig(); err != nil {","numLines":80,"startLine":1,"totalLines":734}},"sourceToolAssistantUUID":"b6ffbbab-e7a7-4824-9e85-30e4d569a25e","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"c52486ec-449b-4af5-a8ad-c6f94fd0dc98","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01NUrn4f4RLFo1u5ySnQwd5o","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01VihEGusUhQpuVpime2ncYe","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/config.go","offset":530,"limit":100},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2459,"cache_read_input_tokens":19295,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2459},"output_tokens":62,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpErH1H9nqbNQu4bjfnL","type":"assistant","uuid":"591eb0de-f22d-42ad-ab94-66b65aff7129","timestamp":"2026-04-07T10:18:15.594Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"591eb0de-f22d-42ad-ab94-66b65aff7129","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01VihEGusUhQpuVpime2ncYe","type":"tool_result","content":"530\t}\n531\t\n532\t// stripSignalProtocol removes the protocol prefix from a signal URI.\n533\t// Returns just the host:port (e.g., \"selfhosted2.demo.netbird.io:443\").\n534\tfunc stripSignalProtocol(uri string) string {\n535\t\turi = strings.TrimPrefix(uri, \"https://\")\n536\t\turi = strings.TrimPrefix(uri, \"http://\")\n537\t\treturn uri\n538\t}\n539\t\n540\tfunc buildRelayConfig(relays RelaysConfig) (*nbconfig.Relay, error) {\n541\t\tvar ttl time.Duration\n542\t\tif relays.CredentialsTTL != \"\" {\n543\t\t\tvar err error\n544\t\t\tttl, err = time.ParseDuration(relays.CredentialsTTL)\n545\t\t\tif err != nil {\n546\t\t\t\treturn nil, fmt.Errorf(\"invalid relay credentials TTL %q: %w\", relays.CredentialsTTL, err)\n547\t\t\t}\n548\t\t}\n549\t\treturn &nbconfig.Relay{\n550\t\t\tAddresses: relays.Addresses,\n551\t\t\tCredentialsTTL: util.Duration{Duration: ttl},\n552\t\t\tSecret: relays.Secret,\n553\t\t}, nil\n554\t}\n555\t\n556\t// buildEmbeddedIdPConfig builds the embedded IdP configuration.\n557\t// authStore overrides auth.storage when set.\n558\tfunc (c *CombinedConfig) buildEmbeddedIdPConfig(mgmt ManagementConfig) (*idp.EmbeddedIdPConfig, error) {\n559\t\tauthStorageType := mgmt.Auth.Storage.Type\n560\t\tauthStorageDSN := c.Server.AuthStore.DSN\n561\t\tif c.Server.AuthStore.Engine != \"\" {\n562\t\t\tauthStorageType = c.Server.AuthStore.Engine\n563\t\t}\n564\t\tif authStorageType == \"\" {\n565\t\t\tauthStorageType = \"sqlite3\"\n566\t\t}\n567\t\tauthStorageFile := \"\"\n568\t\tif authStorageType == \"postgres\" {\n569\t\t\tif authStorageDSN == \"\" {\n570\t\t\t\treturn nil, fmt.Errorf(\"authStore.dsn is required when authStore.engine is postgres\")\n571\t\t\t}\n572\t\t} else {\n573\t\t\tauthStorageFile = path.Join(mgmt.DataDir, \"idp.db\")\n574\t\t\tif c.Server.AuthStore.File != \"\" {\n575\t\t\t\tauthStorageFile = c.Server.AuthStore.File\n576\t\t\t\tif !filepath.IsAbs(authStorageFile) {\n577\t\t\t\t\tauthStorageFile = filepath.Join(mgmt.DataDir, authStorageFile)\n578\t\t\t\t}\n579\t\t\t}\n580\t\t}\n581\t\n582\t\tcfg := &idp.EmbeddedIdPConfig{\n583\t\t\tEnabled: true,\n584\t\t\tEnableMFA: mgmt.Auth.EnableLocalMFA,\n585\t\t\tIssuer: mgmt.Auth.Issuer,\n586\t\t\tLocalAuthDisabled: mgmt.Auth.LocalAuthDisabled,\n587\t\t\tSignKeyRefreshEnabled: mgmt.Auth.SignKeyRefreshEnabled,\n588\t\t\tStorage: idp.EmbeddedStorageConfig{\n589\t\t\t\tType: authStorageType,\n590\t\t\t\tConfig: idp.EmbeddedStorageTypeConfig{\n591\t\t\t\t\tFile: authStorageFile,\n592\t\t\t\t\tDSN: authStorageDSN,\n593\t\t\t\t},\n594\t\t\t},\n595\t\t\tDashboardRedirectURIs: mgmt.Auth.DashboardRedirectURIs,\n596\t\t\tCLIRedirectURIs: mgmt.Auth.CLIRedirectURIs,\n597\t\t}\n598\t\n599\t\tif mgmt.Auth.Owner != nil && mgmt.Auth.Owner.Email != \"\" {\n600\t\t\tcfg.Owner = &idp.OwnerConfig{\n601\t\t\t\tEmail: mgmt.Auth.Owner.Email,\n602\t\t\t\tHash: mgmt.Auth.Owner.Password,\n603\t\t\t}\n604\t\t}\n605\t\n606\t\treturn cfg, nil\n607\t}\n608\t\n609\t// ToManagementConfig converts CombinedConfig to management server config\n610\tfunc (c *CombinedConfig) ToManagementConfig() (*nbconfig.Config, error) {\n611\t\tmgmt := c.Management\n612\t\n613\t\t// Build STUN hosts\n614\t\tvar stuns []*nbconfig.Host\n615\t\tfor _, s := range mgmt.Stuns {\n616\t\t\tstuns = append(stuns, &nbconfig.Host{\n617\t\t\t\tURI: s.URI,\n618\t\t\t\tProto: parseStunProtocol(s.URI, s.Proto),\n619\t\t\t\tUsername: s.Username,\n620\t\t\t\tPassword: s.Password,\n621\t\t\t})\n622\t\t}\n623\t\n624\t\t// Build relay config\n625\t\tvar relayConfig *nbconfig.Relay\n626\t\tif len(mgmt.Relays.Addresses) > 0 || mgmt.Relays.Secret != \"\" {\n627\t\t\trelay, err := buildRelayConfig(mgmt.Relays)\n628\t\t\tif err != nil {\n629\t\t\t\treturn nil, err"}]},"uuid":"f69fec1e-eea0-410d-8541-a59021e6e7da","timestamp":"2026-04-07T10:18:15.625Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/config.go","content":"}\n\n// stripSignalProtocol removes the protocol prefix from a signal URI.\n// Returns just the host:port (e.g., \"selfhosted2.demo.netbird.io:443\").\nfunc stripSignalProtocol(uri string) string {\n\turi = strings.TrimPrefix(uri, \"https://\")\n\turi = strings.TrimPrefix(uri, \"http://\")\n\treturn uri\n}\n\nfunc buildRelayConfig(relays RelaysConfig) (*nbconfig.Relay, error) {\n\tvar ttl time.Duration\n\tif relays.CredentialsTTL != \"\" {\n\t\tvar err error\n\t\tttl, err = time.ParseDuration(relays.CredentialsTTL)\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"invalid relay credentials TTL %q: %w\", relays.CredentialsTTL, err)\n\t\t}\n\t}\n\treturn &nbconfig.Relay{\n\t\tAddresses: relays.Addresses,\n\t\tCredentialsTTL: util.Duration{Duration: ttl},\n\t\tSecret: relays.Secret,\n\t}, nil\n}\n\n// buildEmbeddedIdPConfig builds the embedded IdP configuration.\n// authStore overrides auth.storage when set.\nfunc (c *CombinedConfig) buildEmbeddedIdPConfig(mgmt ManagementConfig) (*idp.EmbeddedIdPConfig, error) {\n\tauthStorageType := mgmt.Auth.Storage.Type\n\tauthStorageDSN := c.Server.AuthStore.DSN\n\tif c.Server.AuthStore.Engine != \"\" {\n\t\tauthStorageType = c.Server.AuthStore.Engine\n\t}\n\tif authStorageType == \"\" {\n\t\tauthStorageType = \"sqlite3\"\n\t}\n\tauthStorageFile := \"\"\n\tif authStorageType == \"postgres\" {\n\t\tif authStorageDSN == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"authStore.dsn is required when authStore.engine is postgres\")\n\t\t}\n\t} else {\n\t\tauthStorageFile = path.Join(mgmt.DataDir, \"idp.db\")\n\t\tif c.Server.AuthStore.File != \"\" {\n\t\t\tauthStorageFile = c.Server.AuthStore.File\n\t\t\tif !filepath.IsAbs(authStorageFile) {\n\t\t\t\tauthStorageFile = filepath.Join(mgmt.DataDir, authStorageFile)\n\t\t\t}\n\t\t}\n\t}\n\n\tcfg := &idp.EmbeddedIdPConfig{\n\t\tEnabled: true,\n\t\tEnableMFA: mgmt.Auth.EnableLocalMFA,\n\t\tIssuer: mgmt.Auth.Issuer,\n\t\tLocalAuthDisabled: mgmt.Auth.LocalAuthDisabled,\n\t\tSignKeyRefreshEnabled: mgmt.Auth.SignKeyRefreshEnabled,\n\t\tStorage: idp.EmbeddedStorageConfig{\n\t\t\tType: authStorageType,\n\t\t\tConfig: idp.EmbeddedStorageTypeConfig{\n\t\t\t\tFile: authStorageFile,\n\t\t\t\tDSN: authStorageDSN,\n\t\t\t},\n\t\t},\n\t\tDashboardRedirectURIs: mgmt.Auth.DashboardRedirectURIs,\n\t\tCLIRedirectURIs: mgmt.Auth.CLIRedirectURIs,\n\t}\n\n\tif mgmt.Auth.Owner != nil && mgmt.Auth.Owner.Email != \"\" {\n\t\tcfg.Owner = &idp.OwnerConfig{\n\t\t\tEmail: mgmt.Auth.Owner.Email,\n\t\t\tHash: mgmt.Auth.Owner.Password,\n\t\t}\n\t}\n\n\treturn cfg, nil\n}\n\n// ToManagementConfig converts CombinedConfig to management server config\nfunc (c *CombinedConfig) ToManagementConfig() (*nbconfig.Config, error) {\n\tmgmt := c.Management\n\n\t// Build STUN hosts\n\tvar stuns []*nbconfig.Host\n\tfor _, s := range mgmt.Stuns {\n\t\tstuns = append(stuns, &nbconfig.Host{\n\t\t\tURI: s.URI,\n\t\t\tProto: parseStunProtocol(s.URI, s.Proto),\n\t\t\tUsername: s.Username,\n\t\t\tPassword: s.Password,\n\t\t})\n\t}\n\n\t// Build relay config\n\tvar relayConfig *nbconfig.Relay\n\tif len(mgmt.Relays.Addresses) > 0 || mgmt.Relays.Secret != \"\" {\n\t\trelay, err := buildRelayConfig(mgmt.Relays)\n\t\tif err != nil {\n\t\t\treturn nil, err","numLines":100,"startLine":530,"totalLines":768}},"sourceToolAssistantUUID":"591eb0de-f22d-42ad-ab94-66b65aff7129","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"f69fec1e-eea0-410d-8541-a59021e6e7da","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01NUrn4f4RLFo1u5ySnQwd5o","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01E8oVFbaSL9htBscrY9eSWC","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/root.go","offset":80,"limit":100},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2459,"cache_read_input_tokens":19295,"output_tokens":207,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":2459,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpErH1H9nqbNQu4bjfnL","type":"assistant","uuid":"7655c6e8-4494-43c8-a00a-79dc7bb06640","timestamp":"2026-04-07T10:18:16.065Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"7655c6e8-4494-43c8-a00a-79dc7bb06640","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01E8oVFbaSL9htBscrY9eSWC","type":"tool_result","content":"80\t\tif err := initializeConfig(); err != nil {\n81\t\t\treturn err\n82\t\t}\n83\t\n84\t\t// Management is required as the base server when signal or relay are enabled\n85\t\tif (config.Signal.Enabled || config.Relay.Enabled) && !config.Management.Enabled {\n86\t\t\treturn fmt.Errorf(\"management must be enabled when signal or relay are enabled (provides the base HTTP server)\")\n87\t\t}\n88\t\n89\t\tservers, err := createAllServers(cmd.Context(), config)\n90\t\tif err != nil {\n91\t\t\treturn err\n92\t\t}\n93\t\n94\t\t// Register services with management's gRPC server using AfterInit hook\n95\t\tsetupServerHooks(servers, config)\n96\t\n97\t\t// Start management server (this also starts the HTTP listener)\n98\t\tif servers.mgmtSrv != nil {\n99\t\t\tif err := servers.mgmtSrv.Start(cmd.Context()); err != nil {\n100\t\t\t\tcleanupSTUNListeners(servers.stunListeners)\n101\t\t\t\treturn fmt.Errorf(\"failed to start management server: %w\", err)\n102\t\t\t}\n103\t\t}\n104\t\n105\t\t// Start all other servers\n106\t\twg := sync.WaitGroup{}\n107\t\tstartServers(&wg, servers.relaySrv, servers.healthcheck, servers.stunServer, servers.metricsServer)\n108\t\n109\t\twaitForExitSignal()\n110\t\n111\t\tctx, cancel := context.WithTimeout(context.Background(), 30*time.Second)\n112\t\tdefer cancel()\n113\t\n114\t\terr = shutdownServers(ctx, servers.relaySrv, servers.healthcheck, servers.stunServer, servers.mgmtSrv, servers.metricsServer)\n115\t\twg.Wait()\n116\t\treturn err\n117\t}\n118\t\n119\t// initializeConfig loads and validates the configuration, then initializes logging.\n120\tfunc initializeConfig() error {\n121\t\tvar err error\n122\t\tconfig, err = LoadConfig(configPath)\n123\t\tif err != nil {\n124\t\t\treturn fmt.Errorf(\"failed to load config: %w\", err)\n125\t\t}\n126\t\n127\t\tif err := config.Validate(); err != nil {\n128\t\t\treturn fmt.Errorf(\"invalid config: %w\", err)\n129\t\t}\n130\t\n131\t\tif err := util.InitLog(config.Server.LogLevel, config.Server.LogFile); err != nil {\n132\t\t\treturn fmt.Errorf(\"failed to initialize log: %w\", err)\n133\t\t}\n134\t\n135\t\tif dsn := config.Server.Store.DSN; dsn != \"\" {\n136\t\t\tswitch strings.ToLower(config.Server.Store.Engine) {\n137\t\t\tcase \"postgres\":\n138\t\t\t\tos.Setenv(\"NB_STORE_ENGINE_POSTGRES_DSN\", dsn)\n139\t\t\tcase \"mysql\":\n140\t\t\t\tos.Setenv(\"NB_STORE_ENGINE_MYSQL_DSN\", dsn)\n141\t\t\t}\n142\t\t}\n143\t\tif file := config.Server.Store.File; file != \"\" {\n144\t\t\tos.Setenv(\"NB_STORE_ENGINE_SQLITE_FILE\", file)\n145\t\t}\n146\t\n147\t\tif engine := config.Server.ActivityStore.Engine; engine != \"\" {\n148\t\t\tengineLower := strings.ToLower(engine)\n149\t\t\tif engineLower == \"postgres\" && config.Server.ActivityStore.DSN == \"\" {\n150\t\t\t\treturn fmt.Errorf(\"activityStore.dsn is required when activityStore.engine is postgres\")\n151\t\t\t}\n152\t\t\tos.Setenv(\"NB_ACTIVITY_EVENT_STORE_ENGINE\", engineLower)\n153\t\t\tif dsn := config.Server.ActivityStore.DSN; dsn != \"\" {\n154\t\t\t\tos.Setenv(\"NB_ACTIVITY_EVENT_POSTGRES_DSN\", dsn)\n155\t\t\t}\n156\t\t}\n157\t\tif file := config.Server.ActivityStore.File; file != \"\" {\n158\t\t\tos.Setenv(\"NB_ACTIVITY_EVENT_SQLITE_FILE\", file)\n159\t\t}\n160\t\n161\t\tlog.Infof(\"Starting combined NetBird server\")\n162\t\tlogConfig(config)\n163\t\tlogEnvVars()\n164\t\treturn nil\n165\t}\n166\t\n167\t// serverInstances holds all server instances created during startup.\n168\ttype serverInstances struct {\n169\t\trelaySrv *relayServer.Server\n170\t\tmgmtSrv *mgmtServer.BaseServer\n171\t\tsignalSrv *signalServer.Server\n172\t\thealthcheck *healthcheck.Server\n173\t\tstunServer *stun.Server\n174\t\tstunListeners []*net.UDPConn\n175\t\tmetricsServer *sharedMetrics.Metrics\n176\t}\n177\t\n178\t// createAllServers creates all server instances based on configuration.\n179\tfunc createAllServers(ctx context.Context, cfg *CombinedConfig) (*serverInstances, error) {"}]},"uuid":"b121adad-5f30-4dba-a44a-5fef48683494","timestamp":"2026-04-07T10:18:16.084Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/root.go","content":"\tif err := initializeConfig(); err != nil {\n\t\treturn err\n\t}\n\n\t// Management is required as the base server when signal or relay are enabled\n\tif (config.Signal.Enabled || config.Relay.Enabled) && !config.Management.Enabled {\n\t\treturn fmt.Errorf(\"management must be enabled when signal or relay are enabled (provides the base HTTP server)\")\n\t}\n\n\tservers, err := createAllServers(cmd.Context(), config)\n\tif err != nil {\n\t\treturn err\n\t}\n\n\t// Register services with management's gRPC server using AfterInit hook\n\tsetupServerHooks(servers, config)\n\n\t// Start management server (this also starts the HTTP listener)\n\tif servers.mgmtSrv != nil {\n\t\tif err := servers.mgmtSrv.Start(cmd.Context()); err != nil {\n\t\t\tcleanupSTUNListeners(servers.stunListeners)\n\t\t\treturn fmt.Errorf(\"failed to start management server: %w\", err)\n\t\t}\n\t}\n\n\t// Start all other servers\n\twg := sync.WaitGroup{}\n\tstartServers(&wg, servers.relaySrv, servers.healthcheck, servers.stunServer, servers.metricsServer)\n\n\twaitForExitSignal()\n\n\tctx, cancel := context.WithTimeout(context.Background(), 30*time.Second)\n\tdefer cancel()\n\n\terr = shutdownServers(ctx, servers.relaySrv, servers.healthcheck, servers.stunServer, servers.mgmtSrv, servers.metricsServer)\n\twg.Wait()\n\treturn err\n}\n\n// initializeConfig loads and validates the configuration, then initializes logging.\nfunc initializeConfig() error {\n\tvar err error\n\tconfig, err = LoadConfig(configPath)\n\tif err != nil {\n\t\treturn fmt.Errorf(\"failed to load config: %w\", err)\n\t}\n\n\tif err := config.Validate(); err != nil {\n\t\treturn fmt.Errorf(\"invalid config: %w\", err)\n\t}\n\n\tif err := util.InitLog(config.Server.LogLevel, config.Server.LogFile); err != nil {\n\t\treturn fmt.Errorf(\"failed to initialize log: %w\", err)\n\t}\n\n\tif dsn := config.Server.Store.DSN; dsn != \"\" {\n\t\tswitch strings.ToLower(config.Server.Store.Engine) {\n\t\tcase \"postgres\":\n\t\t\tos.Setenv(\"NB_STORE_ENGINE_POSTGRES_DSN\", dsn)\n\t\tcase \"mysql\":\n\t\t\tos.Setenv(\"NB_STORE_ENGINE_MYSQL_DSN\", dsn)\n\t\t}\n\t}\n\tif file := config.Server.Store.File; file != \"\" {\n\t\tos.Setenv(\"NB_STORE_ENGINE_SQLITE_FILE\", file)\n\t}\n\n\tif engine := config.Server.ActivityStore.Engine; engine != \"\" {\n\t\tengineLower := strings.ToLower(engine)\n\t\tif engineLower == \"postgres\" && config.Server.ActivityStore.DSN == \"\" {\n\t\t\treturn fmt.Errorf(\"activityStore.dsn is required when activityStore.engine is postgres\")\n\t\t}\n\t\tos.Setenv(\"NB_ACTIVITY_EVENT_STORE_ENGINE\", engineLower)\n\t\tif dsn := config.Server.ActivityStore.DSN; dsn != \"\" {\n\t\t\tos.Setenv(\"NB_ACTIVITY_EVENT_POSTGRES_DSN\", dsn)\n\t\t}\n\t}\n\tif file := config.Server.ActivityStore.File; file != \"\" {\n\t\tos.Setenv(\"NB_ACTIVITY_EVENT_SQLITE_FILE\", file)\n\t}\n\n\tlog.Infof(\"Starting combined NetBird server\")\n\tlogConfig(config)\n\tlogEnvVars()\n\treturn nil\n}\n\n// serverInstances holds all server instances created during startup.\ntype serverInstances struct {\n\trelaySrv *relayServer.Server\n\tmgmtSrv *mgmtServer.BaseServer\n\tsignalSrv *signalServer.Server\n\thealthcheck *healthcheck.Server\n\tstunServer *stun.Server\n\tstunListeners []*net.UDPConn\n\tmetricsServer *sharedMetrics.Metrics\n}\n\n// createAllServers creates all server instances based on configuration.\nfunc createAllServers(ctx context.Context, cfg *CombinedConfig) (*serverInstances, error) {","numLines":100,"startLine":80,"totalLines":734}},"sourceToolAssistantUUID":"7655c6e8-4494-43c8-a00a-79dc7bb06640","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"b121adad-5f30-4dba-a44a-5fef48683494","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01PynNHcWgnfkWKy3BTcVmtR","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me look at how the management store is initialized and what Dex's SQLite storage looks like."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2751,"cache_read_input_tokens":21754,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2751},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpErwiwJb2L2mvANAHQ7","type":"assistant","uuid":"397e3c00-fc81-4eea-a6b3-cf8b50b35743","timestamp":"2026-04-07T10:18:24.364Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"755f57e4-22e0-4d1c-991d-67870313dda0","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AGrxzdKBv4y5UH5QBSj7q1","type":"tool_result","content":"179\tfunc createAllServers(ctx context.Context, cfg *CombinedConfig) (*serverInstances, error) {\n180\t\tmetricsServer, err := sharedMetrics.NewServer(cfg.Server.MetricsPort, \"\")\n181\t\tif err != nil {\n182\t\t\treturn nil, fmt.Errorf(\"failed to create metrics server: %w\", err)\n183\t\t}\n184\t\tservers := &serverInstances{\n185\t\t\tmetricsServer: metricsServer,\n186\t\t}\n187\t\n188\t\t_, tlsSupport, err := handleTLSConfig(cfg)\n189\t\tif err != nil {\n190\t\t\treturn nil, fmt.Errorf(\"failed to setup TLS config: %w\", err)\n191\t\t}\n192\t\n193\t\tif err := servers.createRelayServer(cfg, tlsSupport); err != nil {\n194\t\t\treturn nil, err\n195\t\t}\n196\t\n197\t\tif err := servers.createManagementServer(ctx, cfg); err != nil {\n198\t\t\treturn nil, err\n199\t\t}\n200\t\n201\t\tif err := servers.createSignalServer(ctx, cfg); err != nil {\n202\t\t\treturn nil, err\n203\t\t}\n204\t\n205\t\tif err := servers.createHealthcheckServer(cfg); err != nil {\n206\t\t\treturn nil, err\n207\t\t}\n208\t\n209\t\treturn servers, nil\n210\t}\n211\t\n212\tfunc (s *serverInstances) createRelayServer(cfg *CombinedConfig, tlsSupport bool) error {\n213\t\tif !cfg.Relay.Enabled {\n214\t\t\treturn nil\n215\t\t}\n216\t\n217\t\tvar err error\n218\t\ts.stunListeners, err = createSTUNListeners(cfg)\n219\t\tif err != nil {\n220\t\t\treturn err\n221\t\t}\n222\t\n223\t\thashedSecret := sha256.Sum256([]byte(cfg.Relay.AuthSecret))\n224\t\tauthenticator := auth.NewTimedHMACValidator(hashedSecret[:], 24*time.Hour)\n225\t\n226\t\trelayCfg := relayServer.Config{\n227\t\t\tMeter: s.metricsServer.Meter,\n228\t\t\tExposedAddress: cfg.Relay.ExposedAddress,\n229\t\t\tAuthValidator: authenticator,\n230\t\t\tTLSSupport: tlsSupport,\n231\t\t}\n232\t\n233\t\ts.relaySrv, err = createRelayServer(relayCfg, s.stunListeners)\n234\t\tif err != nil {\n235\t\t\treturn err\n236\t\t}\n237\t\n238\t\tlog.Infof(\"Relay server created\")\n239\t\n240\t\tif len(s.stunListeners) > 0 {\n241\t\t\ts.stunServer = stun.NewServer(s.stunListeners, cfg.Relay.Stun.LogLevel)\n242\t\t}\n243\t\n244\t\treturn nil\n245\t}\n246\t\n247\tfunc (s *serverInstances) createManagementServer(ctx context.Context, cfg *CombinedConfig) error {\n248\t\tif !cfg.Management.Enabled {\n249\t\t\treturn nil\n250\t\t}\n251\t\n252\t\tmgmtConfig, err := cfg.ToManagementConfig()\n253\t\tif err != nil {\n254\t\t\treturn fmt.Errorf(\"failed to create management config: %w\", err)\n255\t\t}\n256\t\n257\t\t_, portStr, portErr := net.SplitHostPort(cfg.Server.ListenAddress)\n258\t\tif portErr != nil {"}]},"uuid":"9a25c8e7-d0cb-4b87-b450-c694339ae8fd","timestamp":"2026-04-07T10:18:25.138Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/combined/cmd/root.go","content":"func createAllServers(ctx context.Context, cfg *CombinedConfig) (*serverInstances, error) {\n\tmetricsServer, err := sharedMetrics.NewServer(cfg.Server.MetricsPort, \"\")\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to create metrics server: %w\", err)\n\t}\n\tservers := &serverInstances{\n\t\tmetricsServer: metricsServer,\n\t}\n\n\t_, tlsSupport, err := handleTLSConfig(cfg)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to setup TLS config: %w\", err)\n\t}\n\n\tif err := servers.createRelayServer(cfg, tlsSupport); err != nil {\n\t\treturn nil, err\n\t}\n\n\tif err := servers.createManagementServer(ctx, cfg); err != nil {\n\t\treturn nil, err\n\t}\n\n\tif err := servers.createSignalServer(ctx, cfg); err != nil {\n\t\treturn nil, err\n\t}\n\n\tif err := servers.createHealthcheckServer(cfg); err != nil {\n\t\treturn nil, err\n\t}\n\n\treturn servers, nil\n}\n\nfunc (s *serverInstances) createRelayServer(cfg *CombinedConfig, tlsSupport bool) error {\n\tif !cfg.Relay.Enabled {\n\t\treturn nil\n\t}\n\n\tvar err error\n\ts.stunListeners, err = createSTUNListeners(cfg)\n\tif err != nil {\n\t\treturn err\n\t}\n\n\thashedSecret := sha256.Sum256([]byte(cfg.Relay.AuthSecret))\n\tauthenticator := auth.NewTimedHMACValidator(hashedSecret[:], 24*time.Hour)\n\n\trelayCfg := relayServer.Config{\n\t\tMeter: s.metricsServer.Meter,\n\t\tExposedAddress: cfg.Relay.ExposedAddress,\n\t\tAuthValidator: authenticator,\n\t\tTLSSupport: tlsSupport,\n\t}\n\n\ts.relaySrv, err = createRelayServer(relayCfg, s.stunListeners)\n\tif err != nil {\n\t\treturn err\n\t}\n\n\tlog.Infof(\"Relay server created\")\n\n\tif len(s.stunListeners) > 0 {\n\t\ts.stunServer = stun.NewServer(s.stunListeners, cfg.Relay.Stun.LogLevel)\n\t}\n\n\treturn nil\n}\n\nfunc (s *serverInstances) createManagementServer(ctx context.Context, cfg *CombinedConfig) error {\n\tif !cfg.Management.Enabled {\n\t\treturn nil\n\t}\n\n\tmgmtConfig, err := cfg.ToManagementConfig()\n\tif err != nil {\n\t\treturn fmt.Errorf(\"failed to create management config: %w\", err)\n\t}\n\n\t_, portStr, portErr := net.SplitHostPort(cfg.Server.ListenAddress)\n\tif portErr != nil {","numLines":80,"startLine":179,"totalLines":734}},"sourceToolAssistantUUID":"755f57e4-22e0-4d1c-991d-67870313dda0","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"9a25c8e7-d0cb-4b87-b450-c694339ae8fd","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01PynNHcWgnfkWKy3BTcVmtR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01V6VLFSj936Lzs4mmox2BbP","name":"Grep","input":{"pattern":"func.*NewStore|func.*OpenStorage|func.*openSQLite","path":"/Users/misha/Documents/GolandProjects/netbird/netbird/management/server/store","output_mode":"content"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2751,"cache_read_input_tokens":21754,"output_tokens":245,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":2751,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpErwiwJb2L2mvANAHQ7","type":"assistant","uuid":"9df004bb-0ee7-411e-afc1-79d14e823da4","timestamp":"2026-04-07T10:18:26.037Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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Test_NewStore(t *testing.T) {\nmanagement/server/store/sql_store_test.go:751:func TestPostgresql_NewStore(t *testing.T) {","numLines":3},"sourceToolAssistantUUID":"9df004bb-0ee7-411e-afc1-79d14e823da4","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"21f71bcb-6e9a-4319-98e3-d99736340f6f","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01EkGsV3BYA9Vv1HADAAApHU","type":"tool_result","content":"355\t\t}\n356\t\n357\t\treturn kind\n358\t}\n359\t\n360\t// NewStore creates a new store based on the provided engine type, data directory, and telemetry metrics\n361\tfunc NewStore(ctx context.Context, kind types.Engine, dataDir string, metrics telemetry.AppMetrics, skipMigration bool) (Store, error) {\n362\t\tkind = getStoreEngine(ctx, dataDir, kind)\n363\t\n364\t\tif err := checkFileStoreEngine(kind, dataDir); err != nil {\n365\t\t\treturn nil, err\n366\t\t}\n367\t\n368\t\tswitch kind {\n369\t\tcase types.SqliteStoreEngine:\n370\t\t\tlog.WithContext(ctx).Info(\"using SQLite store engine\")\n371\t\t\treturn NewSqliteStore(ctx, dataDir, metrics, skipMigration)\n372\t\tcase types.PostgresStoreEngine:\n373\t\t\tlog.WithContext(ctx).Info(\"using Postgres store engine\")\n374\t\t\treturn newPostgresStore(ctx, metrics, skipMigration)\n375\t\tcase types.MysqlStoreEngine:\n376\t\t\tlog.WithContext(ctx).Info(\"using MySQL store engine\")\n377\t\t\treturn newMysqlStore(ctx, metrics, skipMigration)\n378\t\tdefault:\n379\t\t\treturn nil, fmt.Errorf(\"unsupported kind of store: %s\", kind)\n380\t\t}\n381\t}\n382\t\n383\tfunc checkFileStoreEngine(kind types.Engine, dataDir string) error {\n384\t\tif kind == types.FileStoreEngine {\n385\t\t\tstoreFile := filepath.Join(dataDir, storeFileName)\n386\t\t\tif util.FileExists(storeFile) {\n387\t\t\t\treturn fmt.Errorf(\"%s is not supported. Please refer to the documentation for migrating to SQLite: \"+\n388\t\t\t\t\t\"https://docs.netbird.io/selfhosted/sqlite-store#migrating-from-json-store-to-sq-lite-store\", types.FileStoreEngine)\n389\t\t\t}\n390\t\t}\n391\t\treturn nil\n392\t}\n393\t\n394\t// migratePreAuto migrates the SQLite database to the latest schema\n395\tfunc migratePreAuto(ctx context.Context, db *gorm.DB) error {\n396\t\tmigrations := getMigrationsPreAuto(ctx)\n397\t\n398\t\tfor _, m := range migrations {\n399\t\t\tif err := m(db); err != nil {\n400\t\t\t\treturn err\n401\t\t\t}\n402\t\t}\n403\t\n404\t\treturn nil"}]},"uuid":"3599e426-fd4f-4646-aa9a-8abc41387c4f","timestamp":"2026-04-07T10:18:35.330Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/management/server/store/store.go","content":"\t}\n\n\treturn kind\n}\n\n// NewStore creates a new store based on the provided engine type, data directory, and telemetry metrics\nfunc NewStore(ctx context.Context, kind types.Engine, dataDir string, metrics telemetry.AppMetrics, skipMigration bool) (Store, error) {\n\tkind = getStoreEngine(ctx, dataDir, kind)\n\n\tif err := checkFileStoreEngine(kind, dataDir); err != nil {\n\t\treturn nil, err\n\t}\n\n\tswitch kind {\n\tcase types.SqliteStoreEngine:\n\t\tlog.WithContext(ctx).Info(\"using SQLite store engine\")\n\t\treturn NewSqliteStore(ctx, dataDir, metrics, skipMigration)\n\tcase types.PostgresStoreEngine:\n\t\tlog.WithContext(ctx).Info(\"using Postgres store engine\")\n\t\treturn newPostgresStore(ctx, metrics, skipMigration)\n\tcase types.MysqlStoreEngine:\n\t\tlog.WithContext(ctx).Info(\"using MySQL store engine\")\n\t\treturn newMysqlStore(ctx, metrics, skipMigration)\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unsupported kind of store: %s\", kind)\n\t}\n}\n\nfunc checkFileStoreEngine(kind types.Engine, dataDir string) error {\n\tif kind == types.FileStoreEngine {\n\t\tstoreFile := filepath.Join(dataDir, storeFileName)\n\t\tif util.FileExists(storeFile) {\n\t\t\treturn fmt.Errorf(\"%s is not supported. Please refer to the documentation for migrating to SQLite: \"+\n\t\t\t\t\"https://docs.netbird.io/selfhosted/sqlite-store#migrating-from-json-store-to-sq-lite-store\", types.FileStoreEngine)\n\t\t}\n\t}\n\treturn nil\n}\n\n// migratePreAuto migrates the SQLite database to the latest schema\nfunc migratePreAuto(ctx context.Context, db *gorm.DB) error {\n\tmigrations := getMigrationsPreAuto(ctx)\n\n\tfor _, m := range migrations {\n\t\tif err := m(db); err != nil {\n\t\t\treturn err\n\t\t}\n\t}\n\n\treturn nil","numLines":50,"startLine":355,"totalLines":831}},"sourceToolAssistantUUID":"21f71bcb-6e9a-4319-98e3-d99736340f6f","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"3599e426-fd4f-4646-aa9a-8abc41387c4f","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01MzbZHViE9CzNuZdr7fPntf","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01GtfMtTK4VqCXxiinFDZBk9","name":"Grep","input":{"pattern":"OpenStorage|openSQLite|sqlite3","path":"/Users/misha/Documents/GolandProjects/netbird/netbird/idp/dex","output_mode":"content"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1388,"cache_read_input_tokens":24505,"output_tokens":217,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1388,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpEsgXApY1AGWoNhx8oE","type":"assistant","uuid":"1f10171d-5d13-4e80-912e-b76141eb8526","timestamp":"2026-04-07T10:18:36.164Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"1f10171d-5d13-4e80-912e-b76141eb8526","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01GtfMtTK4VqCXxiinFDZBk9","type":"tool_result","content":"idp/dex/provider_test.go:159: type: sqlite3\nidp/dex/provider_test.go:222: type: sqlite3\nidp/dex/provider_test.go:281: type: sqlite3\nidp/dex/provider_test.go:324: type: sqlite3\nidp/dex/provider_test.go:383: type: sqlite3\nidp/dex/provider_test.go:463: type: sqlite3\nidp/dex/provider_test.go:524: type: sqlite3\nidp/dex/provider_test.go:539:\tstor, err := yamlConfig.Storage.OpenStorage(slog.New(slog.NewTextHandler(os.Stderr, nil)))\nidp/dex/config.go:311:// OpenStorage opens a storage based on the config\nidp/dex/config.go:312:func (s *Storage) OpenStorage(logger *slog.Logger) (storage.Storage, error) {\nidp/dex/config.go:314:\tcase \"sqlite3\":\nidp/dex/config.go:317:\t\t\treturn nil, fmt.Errorf(\"sqlite3 storage requires 'file' config\")\nidp/dex/provider.go:163:\tstor, err := yamlConfig.Storage.OpenStorage(logger)"}]},"uuid":"4d4a36fe-8f41-4a11-b2a9-ef81c585de9f","timestamp":"2026-04-07T10:18:36.191Z","toolUseResult":{"mode":"content","numFiles":0,"filenames":[],"content":"idp/dex/provider_test.go:159: type: sqlite3\nidp/dex/provider_test.go:222: type: sqlite3\nidp/dex/provider_test.go:281: type: sqlite3\nidp/dex/provider_test.go:324: type: sqlite3\nidp/dex/provider_test.go:383: type: sqlite3\nidp/dex/provider_test.go:463: type: sqlite3\nidp/dex/provider_test.go:524: type: sqlite3\nidp/dex/provider_test.go:539:\tstor, err := yamlConfig.Storage.OpenStorage(slog.New(slog.NewTextHandler(os.Stderr, nil)))\nidp/dex/config.go:311:// OpenStorage opens a storage based on the config\nidp/dex/config.go:312:func (s *Storage) OpenStorage(logger *slog.Logger) (storage.Storage, error) {\nidp/dex/config.go:314:\tcase \"sqlite3\":\nidp/dex/config.go:317:\t\t\treturn nil, fmt.Errorf(\"sqlite3 storage requires 'file' config\")\nidp/dex/provider.go:163:\tstor, err := yamlConfig.Storage.OpenStorage(logger)","numLines":13},"sourceToolAssistantUUID":"1f10171d-5d13-4e80-912e-b76141eb8526","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"4d4a36fe-8f41-4a11-b2a9-ef81c585de9f","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_014b4uS6ordWsN4AeD4Q95yV","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015VFjWAYhjmZPZKc25EtkFw","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/idp/dex/config.go","offset":310,"limit":40},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1208,"cache_read_input_tokens":25893,"output_tokens":114,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1208,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpEtRdFLeDtFyf9RRR9f","type":"assistant","uuid":"44d6df37-0328-4cac-90e5-5a2399b215f4","timestamp":"2026-04-07T10:18:44.529Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"44d6df37-0328-4cac-90e5-5a2399b215f4","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015VFjWAYhjmZPZKc25EtkFw","type":"tool_result","content":"310\t\n311\t// OpenStorage opens a storage based on the config\n312\tfunc (s *Storage) OpenStorage(logger *slog.Logger) (storage.Storage, error) {\n313\t\tswitch s.Type {\n314\t\tcase \"sqlite3\":\n315\t\t\tfile, _ := s.Config[\"file\"].(string)\n316\t\t\tif file == \"\" {\n317\t\t\t\treturn nil, fmt.Errorf(\"sqlite3 storage requires 'file' config\")\n318\t\t\t}\n319\t\t\treturn (&sql.SQLite3{File: file}).Open(logger)\n320\t\tcase \"postgres\":\n321\t\t\tdsn, _ := s.Config[\"dsn\"].(string)\n322\t\t\tif dsn == \"\" {\n323\t\t\t\treturn nil, fmt.Errorf(\"postgres storage requires 'dsn' config\")\n324\t\t\t}\n325\t\t\tpg, err := parsePostgresDSN(dsn)\n326\t\t\tif err != nil {\n327\t\t\t\treturn nil, fmt.Errorf(\"invalid postgres DSN: %w\", err)\n328\t\t\t}\n329\t\t\treturn pg.Open(logger)\n330\t\tdefault:\n331\t\t\treturn nil, fmt.Errorf(\"unsupported storage type: %s\", s.Type)\n332\t\t}\n333\t}\n334\t\n335\t// parsePostgresDSN parses a DSN into a sql.Postgres config.\n336\t// It accepts both URI format (postgres://user:pass@host:port/dbname?sslmode=disable)\n337\t// and libpq key=value format (host=localhost port=5432 dbname=mydb), including quoted values.\n338\tfunc parsePostgresDSN(dsn string) (*sql.Postgres, error) {\n339\t\tvar params map[string]string\n340\t\tvar err error\n341\t\n342\t\tif strings.HasPrefix(dsn, \"postgres://\") || strings.HasPrefix(dsn, \"postgresql://\") {\n343\t\t\tparams, err = parsePostgresURI(dsn)\n344\t\t} else {\n345\t\t\tparams, err = parsePostgresKeyValue(dsn)\n346\t\t}\n347\t\tif err != nil {\n348\t\t\treturn nil, err\n349\t\t}"}]},"uuid":"45ad8b57-c7d0-43af-9b17-0714fd40bc16","timestamp":"2026-04-07T10:18:44.541Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/idp/dex/config.go","content":"\n// OpenStorage opens a storage based on the config\nfunc (s *Storage) OpenStorage(logger *slog.Logger) (storage.Storage, error) {\n\tswitch s.Type {\n\tcase \"sqlite3\":\n\t\tfile, _ := s.Config[\"file\"].(string)\n\t\tif file == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"sqlite3 storage requires 'file' config\")\n\t\t}\n\t\treturn (&sql.SQLite3{File: file}).Open(logger)\n\tcase \"postgres\":\n\t\tdsn, _ := s.Config[\"dsn\"].(string)\n\t\tif dsn == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"postgres storage requires 'dsn' config\")\n\t\t}\n\t\tpg, err := parsePostgresDSN(dsn)\n\t\tif err != nil {\n\t\t\treturn nil, fmt.Errorf(\"invalid postgres DSN: %w\", err)\n\t\t}\n\t\treturn pg.Open(logger)\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unsupported storage type: %s\", s.Type)\n\t}\n}\n\n// parsePostgresDSN parses a DSN into a sql.Postgres config.\n// It accepts both URI format (postgres://user:pass@host:port/dbname?sslmode=disable)\n// and libpq key=value format (host=localhost port=5432 dbname=mydb), including quoted values.\nfunc parsePostgresDSN(dsn string) (*sql.Postgres, error) {\n\tvar params map[string]string\n\tvar err error\n\n\tif strings.HasPrefix(dsn, \"postgres://\") || strings.HasPrefix(dsn, \"postgresql://\") {\n\t\tparams, err = parsePostgresURI(dsn)\n\t} else {\n\t\tparams, err = parsePostgresKeyValue(dsn)\n\t}\n\tif err != nil {\n\t\treturn nil, err\n\t}","numLines":40,"startLine":310,"totalLines":641}},"sourceToolAssistantUUID":"44d6df37-0328-4cac-90e5-5a2399b215f4","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"45ad8b57-c7d0-43af-9b17-0714fd40bc16","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Xdp3JWExHBkx19RXvjZLhQ","type":"message","role":"assistant","content":[{"type":"thinking","thinking":"","signature":"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"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":635,"cache_read_input_tokens":27101,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":635},"output_tokens":30,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpEu3Lajn1VUHixuFb8t","type":"assistant","uuid":"24b5fa46-3504-4d0d-8442-618e225e7dde","timestamp":"2026-04-07T10:18:57.180Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"24b5fa46-3504-4d0d-8442-618e225e7dde","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Xdp3JWExHBkx19RXvjZLhQ","type":"message","role":"assistant","content":[{"type":"text","text":"Let me check the management server's initialization order - specifically when the store and IDP manager are created."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":635,"cache_read_input_tokens":27101,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":635},"output_tokens":30,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpEu3Lajn1VUHixuFb8t","type":"assistant","uuid":"ba02058a-c6bd-4f8e-abf6-6781a3d748f8","timestamp":"2026-04-07T10:18:58.278Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"ea256116-0467-4095-8a5c-fd51649502ce","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01EoJGcYYTRF2TfuuhsX28bX","type":"tool_result","content":"/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-113-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-114-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-115-\nmanagement/internals/server/modules.go:116:func (s *BaseServer) IdpManager() idp.Manager {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-117-\treturn Create(s, func() idp.Manager {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-118-\t\tvar idpManager idp.Manager\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-119-\t\tvar err error\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-58-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-59-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-60-\nmanagement/internals/server/boot.go:61:func (s *BaseServer) Store() store.Store {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-62-\treturn Create(s, func() store.Store {\nmanagement/internals/server/boot.go-63-\t\tstore, err := store.NewStore(context.Background(), s.Config.StoreConfig.Engine, s.Config.Datadir, s.Metrics(), false)\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-64-\t\tif err != nil {\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-77-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-78-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-79-\nmanagement/internals/server/boot.go:80:func (s *BaseServer) EventStore() activity.Store {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-81-\treturn Create(s, func() activity.Store {\nmanagement/internals/server/boot.go-82-\t\tintegrationMetrics, err := integrations.InitIntegrationMetrics(context.Background(), s.Metrics())\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-83-\t\tif err != nil {\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-193-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-194-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-195-\nmanagement/internals/server/boot.go:196:func (s *BaseServer) ProxyTokenStore() *nbgrpc.OneTimeTokenStore {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-197-\treturn Create(s, func() *nbgrpc.OneTimeTokenStore {\nmanagement/internals/server/boot.go-198-\t\ttokenStore, err := nbgrpc.NewOneTimeTokenStore(context.Background(), 5*time.Minute, 10*time.Minute, 100)\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-199-\t\tif err != nil {\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-204-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-205-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-206-\nmanagement/internals/server/boot.go:207:func (s *BaseServer) PKCEVerifierStore() *nbgrpc.PKCEVerifierStore {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-208-\treturn Create(s, func() *nbgrpc.PKCEVerifierStore {\nmanagement/internals/server/boot.go-209-\t\tpkceStore, err := nbgrpc.NewPKCEVerifierStore(context.Background(), 10*time.Minute, 10*time.Minute, 100)\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-210-\t\tif err != nil {\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-111-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-112-\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-113-// Start begins listening for HTTP requests on the configured address\nmanagement/internals/server/server.go:114:func (s *BaseServer) Start(ctx context.Context) error {\nmanagement/internals/server/server.go-115-\tsrvCtx, cancel := context.WithCancel(ctx)\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-116-\ts.cancel = cancel\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-117-\ts.errCh = make(chan error, 4)"}]},"uuid":"625f3e59-d162-4eba-b5ed-61de71bae3b6","timestamp":"2026-04-07T10:18:59.421Z","toolUseResult":{"mode":"content","numFiles":0,"filenames":[],"content":"/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-113-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-114-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-115-\nmanagement/internals/server/modules.go:116:func (s *BaseServer) IdpManager() idp.Manager {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-117-\treturn Create(s, func() idp.Manager {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-118-\t\tvar idpManager idp.Manager\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go-119-\t\tvar err error\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-58-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-59-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-60-\nmanagement/internals/server/boot.go:61:func (s *BaseServer) Store() store.Store {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-62-\treturn Create(s, func() store.Store {\nmanagement/internals/server/boot.go-63-\t\tstore, err := store.NewStore(context.Background(), s.Config.StoreConfig.Engine, s.Config.Datadir, s.Metrics(), false)\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-64-\t\tif err != nil {\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-77-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-78-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-79-\nmanagement/internals/server/boot.go:80:func (s *BaseServer) EventStore() activity.Store {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-81-\treturn Create(s, func() activity.Store {\nmanagement/internals/server/boot.go-82-\t\tintegrationMetrics, err := integrations.InitIntegrationMetrics(context.Background(), s.Metrics())\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-83-\t\tif err != nil {\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-193-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-194-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-195-\nmanagement/internals/server/boot.go:196:func (s *BaseServer) ProxyTokenStore() *nbgrpc.OneTimeTokenStore {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-197-\treturn Create(s, func() *nbgrpc.OneTimeTokenStore {\nmanagement/internals/server/boot.go-198-\t\ttokenStore, err := nbgrpc.NewOneTimeTokenStore(context.Background(), 5*time.Minute, 10*time.Minute, 100)\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-199-\t\tif err != nil {\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-204-\t})\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-205-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-206-\nmanagement/internals/server/boot.go:207:func (s *BaseServer) PKCEVerifierStore() *nbgrpc.PKCEVerifierStore {\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-208-\treturn Create(s, func() *nbgrpc.PKCEVerifierStore {\nmanagement/internals/server/boot.go-209-\t\tpkceStore, err := nbgrpc.NewPKCEVerifierStore(context.Background(), 10*time.Minute, 10*time.Minute, 100)\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go-210-\t\tif err != nil {\n--\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-111-}\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-112-\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-113-// Start begins listening for HTTP requests on the configured address\nmanagement/internals/server/server.go:114:func (s *BaseServer) Start(ctx context.Context) error {\nmanagement/internals/server/server.go-115-\tsrvCtx, cancel := context.WithCancel(ctx)\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-116-\ts.cancel = cancel\n/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/server.go-117-\ts.errCh = make(chan error, 4)","numLines":47},"sourceToolAssistantUUID":"ea256116-0467-4095-8a5c-fd51649502ce","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"625f3e59-d162-4eba-b5ed-61de71bae3b6","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Xdp3JWExHBkx19RXvjZLhQ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01SWemhmSKk5aWyow55BhsJM","name":"Grep","input":{"pattern":"sql\\.SQLite3","path":"/Users/misha/Documents/GolandProjects/netbird/netbird","output_mode":"files_with_matches"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":635,"cache_read_input_tokens":27101,"output_tokens":498,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":635,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpEu3Lajn1VUHixuFb8t","type":"assistant","uuid":"243057a3-7d60-49ce-926f-741048c74247","timestamp":"2026-04-07T10:18:59.983Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"243057a3-7d60-49ce-926f-741048c74247","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01SWemhmSKk5aWyow55BhsJM","type":"tool_result","content":"Found 2 files\nidp/dex/provider.go\nidp/dex/config.go"}]},"uuid":"28db8ee3-5db6-4376-be6f-f4e0a3d8d3cd","timestamp":"2026-04-07T10:19:00.068Z","toolUseResult":{"mode":"files_with_matches","filenames":["idp/dex/provider.go","idp/dex/config.go"],"numFiles":2},"sourceToolAssistantUUID":"243057a3-7d60-49ce-926f-741048c74247","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"28db8ee3-5db6-4376-be6f-f4e0a3d8d3cd","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_019tsMZrsn4YdiQLWLCBUHd9","type":"message","role":"assistant","content":[{"type":"text","text":"Let me check the dependency order - specifically what calls IdpManager and Store during boot."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2199,"cache_read_input_tokens":27736,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2199},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpEvBn7ZAmoDcSRTpQBG","type":"assistant","uuid":"4af89bc8-0547-406d-aedd-20b4d7b4efc8","timestamp":"2026-04-07T10:19:07.847Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"84da13a6-cb9f-442a-8939-638f0150a10f","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JT79QVEPTyEsGN3wpYpkpu","type":"tool_result","content":"100\t\n101\tfunc (s *BaseServer) AccountManager() account.Manager {\n102\t\treturn Create(s, func() account.Manager {\n103\t\t\taccountManager, err := server.BuildManager(context.Background(), s.Config, s.Store(), s.NetworkMapController(), s.JobManager(), s.IdpManager(), s.mgmtSingleAccModeDomain, s.EventStore(), s.GeoLocationManager(), s.userDeleteFromIDPEnabled, s.IntegratedValidator(), s.Metrics(), s.ProxyController(), s.SettingsManager(), s.PermissionsManager(), s.Config.DisableDefaultPolicy)\n104\t\t\tif err != nil {\n105\t\t\t\tlog.Fatalf(\"failed to create account service: %v\", err)\n106\t\t\t}\n107\t\n108\t\t\ts.AfterInit(func(s *BaseServer) {\n109\t\t\t\taccountManager.SetServiceManager(s.ServiceManager())\n110\t\t\t})\n111\t\n112\t\t\treturn accountManager\n113\t\t})\n114\t}\n115\t\n116\tfunc (s *BaseServer) IdpManager() idp.Manager {\n117\t\treturn Create(s, func() idp.Manager {\n118\t\t\tvar idpManager idp.Manager\n119\t\t\tvar err error\n120\t\n121\t\t\t// Use embedded IdP service if embedded Dex is configured and enabled.\n122\t\t\t// Legacy IdpManager won't be used anymore even if configured.\n123\t\t\tembeddedEnabled := s.Config.EmbeddedIdP != nil && s.Config.EmbeddedIdP.Enabled\n124\t\t\tif embeddedEnabled {\n125\t\t\t\tidpManager, err = idp.NewEmbeddedIdPManager(context.Background(), s.Config.EmbeddedIdP, s.Metrics())\n126\t\t\t\tif err != nil {\n127\t\t\t\t\tlog.Fatalf(\"failed to create embedded IDP service: %v\", err)\n128\t\t\t\t}\n129\t\t\t\treturn idpManager\n130\t\t\t}\n131\t\n132\t\t\t// Fall back to external IdP service\n133\t\t\tif s.Config.IdpManagerConfig != nil {\n134\t\t\t\tidpManager, err = idp.NewManager(context.Background(), *s.Config.IdpManagerConfig, s.Metrics())\n135\t\t\t\tif err != nil {\n136\t\t\t\t\tlog.Fatalf(\"failed to create IDP service: %v\", err)\n137\t\t\t\t}\n138\t\t\t}\n139\t\t\treturn idpManager\n140\t\t})\n141\t}\n142\t\n143\t// OAuthConfigProvider is only relevant when we have an embedded IdP service. Otherwise must be nil\n144\tfunc (s *BaseServer) OAuthConfigProvider() idp.OAuthConfigProvider {\n145\t\tif s.Config.EmbeddedIdP == nil || !s.Config.EmbeddedIdP.Enabled {\n146\t\t\treturn nil\n147\t\t}\n148\t\n149\t\tidpManager := s.IdpManager()\n150\t\tif idpManager == nil {\n151\t\t\treturn nil\n152\t\t}\n153\t\n154\t\t// Reuse the EmbeddedIdPManager instance from IdpManager\n155\t\t// EmbeddedIdPManager implements both idp.Manager and idp.OAuthConfigProvider\n156\t\tif provider, ok := idpManager.(idp.OAuthConfigProvider); ok {\n157\t\t\treturn provider\n158\t\t}\n159\t\treturn nil"}]},"uuid":"2ae03a60-d3e7-42a7-80f3-0bda9ddc05e8","timestamp":"2026-04-07T10:19:08.762Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/modules.go","content":"\nfunc (s *BaseServer) AccountManager() account.Manager {\n\treturn Create(s, func() account.Manager {\n\t\taccountManager, err := server.BuildManager(context.Background(), s.Config, s.Store(), s.NetworkMapController(), s.JobManager(), s.IdpManager(), s.mgmtSingleAccModeDomain, s.EventStore(), s.GeoLocationManager(), s.userDeleteFromIDPEnabled, s.IntegratedValidator(), s.Metrics(), s.ProxyController(), s.SettingsManager(), s.PermissionsManager(), s.Config.DisableDefaultPolicy)\n\t\tif err != nil {\n\t\t\tlog.Fatalf(\"failed to create account service: %v\", err)\n\t\t}\n\n\t\ts.AfterInit(func(s *BaseServer) {\n\t\t\taccountManager.SetServiceManager(s.ServiceManager())\n\t\t})\n\n\t\treturn accountManager\n\t})\n}\n\nfunc (s *BaseServer) IdpManager() idp.Manager {\n\treturn Create(s, func() idp.Manager {\n\t\tvar idpManager idp.Manager\n\t\tvar err error\n\n\t\t// Use embedded IdP service if embedded Dex is configured and enabled.\n\t\t// Legacy IdpManager won't be used anymore even if configured.\n\t\tembeddedEnabled := s.Config.EmbeddedIdP != nil && s.Config.EmbeddedIdP.Enabled\n\t\tif embeddedEnabled {\n\t\t\tidpManager, err = idp.NewEmbeddedIdPManager(context.Background(), s.Config.EmbeddedIdP, s.Metrics())\n\t\t\tif err != nil {\n\t\t\t\tlog.Fatalf(\"failed to create embedded IDP service: %v\", err)\n\t\t\t}\n\t\t\treturn idpManager\n\t\t}\n\n\t\t// Fall back to external IdP service\n\t\tif s.Config.IdpManagerConfig != nil {\n\t\t\tidpManager, err = idp.NewManager(context.Background(), *s.Config.IdpManagerConfig, s.Metrics())\n\t\t\tif err != nil {\n\t\t\t\tlog.Fatalf(\"failed to create IDP service: %v\", err)\n\t\t\t}\n\t\t}\n\t\treturn idpManager\n\t})\n}\n\n// OAuthConfigProvider is only relevant when we have an embedded IdP service. Otherwise must be nil\nfunc (s *BaseServer) OAuthConfigProvider() idp.OAuthConfigProvider {\n\tif s.Config.EmbeddedIdP == nil || !s.Config.EmbeddedIdP.Enabled {\n\t\treturn nil\n\t}\n\n\tidpManager := s.IdpManager()\n\tif idpManager == nil {\n\t\treturn nil\n\t}\n\n\t// Reuse the EmbeddedIdPManager instance from IdpManager\n\t// EmbeddedIdPManager implements both idp.Manager and idp.OAuthConfigProvider\n\tif provider, ok := idpManager.(idp.OAuthConfigProvider); ok {\n\t\treturn provider\n\t}\n\treturn nil","numLines":60,"startLine":100,"totalLines":220}},"sourceToolAssistantUUID":"84da13a6-cb9f-442a-8939-638f0150a10f","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"662323a0-82a7-4e47-996c-520286685158","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JQL1TgCVT1SjFEUGb9bwgi","type":"tool_result","content":"55\t\t\t\tlog.Fatalf(\"error while creating app metrics: %s\", err)\n56\t\t\t}\n57\t\t\treturn appMetrics\n58\t\t})\n59\t}\n60\t\n61\tfunc (s *BaseServer) Store() store.Store {\n62\t\treturn Create(s, func() store.Store {\n63\t\t\tstore, err := store.NewStore(context.Background(), s.Config.StoreConfig.Engine, s.Config.Datadir, s.Metrics(), false)\n64\t\t\tif err != nil {\n65\t\t\t\tlog.Fatalf(\"failed to create store: %v\", err)\n66\t\t\t}\n67\t\n68\t\t\tif s.Config.DataStoreEncryptionKey != \"\" {\n69\t\t\t\tfieldEncrypt, err := crypt.NewFieldEncrypt(s.Config.DataStoreEncryptionKey)\n70\t\t\t\tif err != nil {\n71\t\t\t\t\tlog.Fatalf(\"failed to create field encryptor: %v\", err)\n72\t\t\t\t}\n73\t\t\t\tstore.SetFieldEncrypt(fieldEncrypt)\n74\t\t\t}\n75\t\n76\t\t\treturn store\n77\t\t})\n78\t}\n79\t\n80\tfunc (s *BaseServer) EventStore() activity.Store {\n81\t\treturn Create(s, func() activity.Store {\n82\t\t\tintegrationMetrics, err := integrations.InitIntegrationMetrics(context.Background(), s.Metrics())\n83\t\t\tif err != nil {\n84\t\t\t\tlog.Fatalf(\"failed to initialize integration metrics: %v\", err)\n85\t\t\t}\n86\t\n87\t\t\teventStore, _, err := integrations.InitEventStore(context.Background(), s.Config.Datadir, s.Config.DataStoreEncryptionKey, integrationMetrics)\n88\t\t\tif err != nil {\n89\t\t\t\tlog.Fatalf(\"failed to initialize event store: %v\", err)\n90\t\t\t}\n91\t\n92\t\t\treturn eventStore\n93\t\t})\n94\t}\n95\t\n96\tfunc (s *BaseServer) APIHandler() http.Handler {\n97\t\treturn Create(s, func() http.Handler {\n98\t\t\thttpAPIHandler, err := nbhttp.NewAPIHandler(context.Background(), s.AccountManager(), s.NetworksManager(), s.ResourcesManager(), s.RoutesManager(), s.GroupsManager(), s.GeoLocationManager(), s.AuthManager(), s.Metrics(), s.IntegratedValidator(), s.ProxyController(), s.PermissionsManager(), s.PeersManager(), s.SettingsManager(), s.ZonesManager(), s.RecordsManager(), s.NetworkMapController(), s.IdpManager(), s.ServiceManager(), s.ReverseProxyDomainManager(), s.AccessLogsManager(), s.ReverseProxyGRPCServer(), s.Config.ReverseProxy.TrustedHTTPProxies)\n99\t\t\tif err != nil {\n100\t\t\t\tlog.Fatalf(\"failed to create API handler: %v\", err)\n101\t\t\t}\n102\t\t\treturn httpAPIHandler\n103\t\t})\n104\t}"}]},"uuid":"57023680-97e6-45f6-ab37-aaba804416fb","timestamp":"2026-04-07T10:19:09.313Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/management/internals/server/boot.go","content":"\t\t\tlog.Fatalf(\"error while creating app metrics: %s\", err)\n\t\t}\n\t\treturn appMetrics\n\t})\n}\n\nfunc (s *BaseServer) Store() store.Store {\n\treturn Create(s, func() store.Store {\n\t\tstore, err := store.NewStore(context.Background(), s.Config.StoreConfig.Engine, s.Config.Datadir, s.Metrics(), false)\n\t\tif err != nil {\n\t\t\tlog.Fatalf(\"failed to create store: %v\", err)\n\t\t}\n\n\t\tif s.Config.DataStoreEncryptionKey != \"\" {\n\t\t\tfieldEncrypt, err := crypt.NewFieldEncrypt(s.Config.DataStoreEncryptionKey)\n\t\t\tif err != nil {\n\t\t\t\tlog.Fatalf(\"failed to create field encryptor: %v\", err)\n\t\t\t}\n\t\t\tstore.SetFieldEncrypt(fieldEncrypt)\n\t\t}\n\n\t\treturn store\n\t})\n}\n\nfunc (s *BaseServer) EventStore() activity.Store {\n\treturn Create(s, func() activity.Store {\n\t\tintegrationMetrics, err := integrations.InitIntegrationMetrics(context.Background(), s.Metrics())\n\t\tif err != nil {\n\t\t\tlog.Fatalf(\"failed to initialize integration metrics: %v\", err)\n\t\t}\n\n\t\teventStore, _, err := integrations.InitEventStore(context.Background(), s.Config.Datadir, s.Config.DataStoreEncryptionKey, integrationMetrics)\n\t\tif err != nil {\n\t\t\tlog.Fatalf(\"failed to initialize event store: %v\", err)\n\t\t}\n\n\t\treturn eventStore\n\t})\n}\n\nfunc (s *BaseServer) APIHandler() http.Handler {\n\treturn Create(s, func() http.Handler {\n\t\thttpAPIHandler, err := nbhttp.NewAPIHandler(context.Background(), s.AccountManager(), s.NetworksManager(), s.ResourcesManager(), s.RoutesManager(), s.GroupsManager(), s.GeoLocationManager(), s.AuthManager(), s.Metrics(), s.IntegratedValidator(), s.ProxyController(), s.PermissionsManager(), s.PeersManager(), s.SettingsManager(), s.ZonesManager(), s.RecordsManager(), s.NetworkMapController(), s.IdpManager(), s.ServiceManager(), s.ReverseProxyDomainManager(), s.AccessLogsManager(), s.ReverseProxyGRPCServer(), s.Config.ReverseProxy.TrustedHTTPProxies)\n\t\tif err != nil {\n\t\t\tlog.Fatalf(\"failed to create API handler: %v\", err)\n\t\t}\n\t\treturn httpAPIHandler\n\t})\n}","numLines":50,"startLine":55,"totalLines":276}},"sourceToolAssistantUUID":"662323a0-82a7-4e47-996c-520286685158","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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(\n\t\"encoding/base64\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"log/slog\"\n\t\"net/url\"\n\t\"os\"\n\t\"strconv\"\n\t\"strings\"\n\t\"time\"\n\n\t\"golang.org/x/crypto/bcrypt\"\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/dexidp/dex/server\"\n\t\"github.com/dexidp/dex/storage\"\n\t\"github.com/dexidp/dex/storage/sql\"\n","numLines":20,"startLine":1,"totalLines":641}},"sourceToolAssistantUUID":"8cd589f8-d1fd-44dd-90c8-045638fb1ce4","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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getGormConfig())\nmanagement/server/store/store.go:579:\t\t\t// sqlite doesn't need to be cleaned up\nmanagement/server/store/store.go:815:\tlog.WithContext(ctx).Infof(\"%d account will be migrated from file store %s to sqlite store %s\",\nmanagement/server/store/store.go:823:\tsqliteStoreAccounts := len(store.GetAllAccounts(ctx))\nmanagement/server/store/store.go:824:\tif fsStoreAccounts != sqliteStoreAccounts {\nmanagement/server/store/store.go:825:\t\treturn fmt.Errorf(\"failed to migratePreAuto accounts from file to sqlite. Expected accounts: %d, got: %d\",\nmanagement/server/store/store.go:826:\t\t\tfsStoreAccounts, sqliteStoreAccounts)\nmanagement/server/store/sql_store.go:23:\t\"gorm.io/driver/mysql\"\nmanagement/server/store/sql_store.go:24:\t\"gorm.io/driver/postgres\"\nmanagement/server/store/sql_store.go:25:\t\"gorm.io/driver/sqlite\"\nmanagement/server/store/sql_store.go:109:\t\t\tlog.WithContext(ctx).Warnf(\"setting NB_SQL_MAX_OPEN_CONNS is not supported for sqlite, using default value 1\")\nmanagement/server/store/sql_store.go:2754:\tdb, err := gorm.Open(sqlite.Open(connStr), getGormConfig())\nmanagement/server/store/sql_store.go:2870:func NewPostgresqlStoreFromSqlStore(ctx context.Context, sqliteStore *SqlStore, dsn string, metrics telemetry.AppMetrics) (*SqlStore, error) {\nmanagement/server/store/sql_store.go:2876:\terr = store.SaveInstallationID(ctx, sqliteStore.GetInstallationID())\nmanagement/server/store/sql_store.go:2881:\tfor _, account := range sqliteStore.GetAllAccounts(ctx) {\nmanagement/server/store/sql_store.go:2936:func NewMysqlStoreFromSqlStore(ctx context.Context, sqliteStore *SqlStore, dsn string, metrics telemetry.AppMetrics) (*SqlStore, error) {\nmanagement/server/store/sql_store.go:2942:\terr = store.SaveInstallationID(ctx, sqliteStore.GetInstallationID())\nmanagement/server/store/sql_store.go:2947:\tfor _, account := range sqliteStore.GetAllAccounts(ctx) {"}]},"uuid":"ff8e0e1d-df4f-495c-b5f0-86197864a671","timestamp":"2026-04-07T10:19:42.662Z","toolUseResult":{"mode":"content","numFiles":0,"filenames":[],"content":"management/server/store/sqlstore_bench_test.go:14:\t\"gorm.io/driver/postgres\"\nmanagement/server/store/store.go:22:\t\"gorm.io/driver/mysql\"\nmanagement/server/store/store.go:23:\t\"gorm.io/driver/postgres\"\nmanagement/server/store/store.go:24:\t\"gorm.io/driver/sqlite\"\nmanagement/server/store/store.go:343:\t\t\tsqliteStoreFile := filepath.Join(dataDir, storeSqliteFileName)\nmanagement/server/store/store.go:345:\t\t\tif util.FileExists(jsonStoreFile) && !util.FileExists(sqliteStoreFile) {\nmanagement/server/store/store.go:388:\t\t\t\t\"https://docs.netbird.io/selfhosted/sqlite-store#migrating-from-json-store-to-sq-lite-store\", types.FileStoreEngine)\nmanagement/server/store/store.go:508:\tdb, err := gorm.Open(sqlite.Open(file), getGormConfig())\nmanagement/server/store/store.go:579:\t\t\t// sqlite doesn't need to be cleaned up\nmanagement/server/store/store.go:815:\tlog.WithContext(ctx).Infof(\"%d account will be migrated from file store %s to sqlite store %s\",\nmanagement/server/store/store.go:823:\tsqliteStoreAccounts := len(store.GetAllAccounts(ctx))\nmanagement/server/store/store.go:824:\tif fsStoreAccounts != sqliteStoreAccounts {\nmanagement/server/store/store.go:825:\t\treturn fmt.Errorf(\"failed to migratePreAuto accounts from file to sqlite. Expected accounts: %d, got: %d\",\nmanagement/server/store/store.go:826:\t\t\tfsStoreAccounts, sqliteStoreAccounts)\nmanagement/server/store/sql_store.go:23:\t\"gorm.io/driver/mysql\"\nmanagement/server/store/sql_store.go:24:\t\"gorm.io/driver/postgres\"\nmanagement/server/store/sql_store.go:25:\t\"gorm.io/driver/sqlite\"\nmanagement/server/store/sql_store.go:109:\t\t\tlog.WithContext(ctx).Warnf(\"setting NB_SQL_MAX_OPEN_CONNS is not supported for sqlite, using default value 1\")\nmanagement/server/store/sql_store.go:2754:\tdb, err := gorm.Open(sqlite.Open(connStr), getGormConfig())\nmanagement/server/store/sql_store.go:2870:func NewPostgresqlStoreFromSqlStore(ctx context.Context, sqliteStore *SqlStore, dsn string, metrics telemetry.AppMetrics) (*SqlStore, error) {\nmanagement/server/store/sql_store.go:2876:\terr = store.SaveInstallationID(ctx, sqliteStore.GetInstallationID())\nmanagement/server/store/sql_store.go:2881:\tfor _, account := range sqliteStore.GetAllAccounts(ctx) {\nmanagement/server/store/sql_store.go:2936:func NewMysqlStoreFromSqlStore(ctx context.Context, sqliteStore *SqlStore, dsn string, metrics telemetry.AppMetrics) (*SqlStore, error) {\nmanagement/server/store/sql_store.go:2942:\terr = store.SaveInstallationID(ctx, sqliteStore.GetInstallationID())\nmanagement/server/store/sql_store.go:2947:\tfor _, account := range sqliteStore.GetAllAccounts(ctx) {","numLines":25},"sourceToolAssistantUUID":"8136d85e-57c1-4c9c-b6cd-8f03aeb40f20","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"c800a1c2-dd34-4ee0-a73f-a9e24bf68224","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01YUngWw4ezgG1Ho2qh9RPB1","type":"message","role":"assistant","content":[{"type":"text","text":"Let me check what SQLite driver Dex uses internally."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1344,"cache_read_input_tokens":32970,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1344},"output_tokens":60,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpEyL2YLT9hYsxpwXPtB","type":"assistant","uuid":"05600dd1-04bb-4a56-b8c2-2e234b129d6b","timestamp":"2026-04-07T10:20:02.686Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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dependency"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1344,"cache_read_input_tokens":32970,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1344},"output_tokens":60,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpEyL2YLT9hYsxpwXPtB","type":"assistant","uuid":"1d74a3e7-f326-4296-9f42-b85f91bb6266","timestamp":"2026-04-07T10:20:04.587Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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error)","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"992370c7-2a8f-43f9-ae9e-023b1238cd62","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"eeac7c98-f880-4f3e-b070-13bc199f5a67","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_013QyCXkrpWor9WPdnf2tnyn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QsnKzkjckq2zBKqYZfyUvN","name":"Bash","input":{"command":"grep -r \"sqlite\" $(go env GOMODCACHE)/github.com/dexidp/dex@*/storage/sql/*.go 2>/dev/null | grep -i \"import\\|mattn\\|modernc\\|driver\\|Open\" | head -10","description":"Check Dex's actual SQLite driver 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\"github.com/mattn/go-sqlite3\"\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/sqlite.go:\tsqlite3 \"github.com/mattn/go-sqlite3\"\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/sqlite.go:\tdb, err := sql.Open(\"sqlite3\", s.File)\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20251209162832-8ab38ebb7920/storage/sql/crud_test.go:\tdb, err := sql.Open(\"sqlite3\", \":memory:\")\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20251209162832-8ab38ebb7920/storage/sql/crud_test.go:\tdb, err := sql.Open(\"sqlite3\", \":memory:\")\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20251209162832-8ab38ebb7920/storage/sql/migrate_test.go:\tsqlite3 \"github.com/mattn/go-sqlite3\"","is_error":false}]},"uuid":"0908e84c-f6bd-4d42-a5c6-9011d9dbf26e","timestamp":"2026-04-07T10:28:52.709Z","toolUseResult":{"stdout":"/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/crud_test.go:\tdb, err := sql.Open(\"sqlite3\", \":memory:\")\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/crud_test.go:\tdb, err := sql.Open(\"sqlite3\", \":memory:\")\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/migrate_test.go:\tsqlite3 \"github.com/mattn/go-sqlite3\"\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/migrate_test.go:\tdb, err := sql.Open(\"sqlite3\", \":memory:\")\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/sql.go:\t_ \"github.com/mattn/go-sqlite3\"\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/sqlite.go:\tsqlite3 \"github.com/mattn/go-sqlite3\"\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/sqlite.go:\tdb, err := sql.Open(\"sqlite3\", s.File)\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20251209162832-8ab38ebb7920/storage/sql/crud_test.go:\tdb, err := sql.Open(\"sqlite3\", \":memory:\")\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20251209162832-8ab38ebb7920/storage/sql/crud_test.go:\tdb, err := sql.Open(\"sqlite3\", \":memory:\")\n/Users/misha/go/pkg/mod/github.com/dexidp/dex@v0.0.0-20251209162832-8ab38ebb7920/storage/sql/migrate_test.go:\tsqlite3 \"github.com/mattn/go-sqlite3\"","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"4c1d24c1-ae99-499e-b2ce-d894a924f3bb","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"0908e84c-f6bd-4d42-a5c6-9011d9dbf26e","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_014NJ4rEGH2XkpF4aEaKoaYW","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01L62JJSPA2uKP7iCbfGodV8","name":"Bash","input":{"command":"grep \"gorm.io/driver/sqlite\" $(go env GOMODCACHE)/gorm.io/driver/sqlite@*/sqlite.go 2>/dev/null | head -5; echo \"---\"; cat $(go env GOMODCACHE)/gorm.io/driver/sqlite@*/go.mod 2>/dev/null | head -20","description":"Check what GORM's sqlite driver uses"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":867,"cache_read_input_tokens":35265,"output_tokens":157,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":867,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpFfWtWg6QxuNFEr53DT","type":"assistant","uuid":"bca7eea3-8763-48e5-9741-5ba1b53664b5","timestamp":"2026-04-07T10:28:56.675Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"bca7eea3-8763-48e5-9741-5ba1b53664b5","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01L62JJSPA2uKP7iCbfGodV8","type":"tool_result","content":"---\nmodule gorm.io/driver/sqlite\n\ngo 1.20\n\nrequire (\n\tgithub.com/mattn/go-sqlite3 v1.14.17\n\tgorm.io/gorm v1.25.2-0.20230530020048-26663ab9bf55\n)\n\nrequire (\n\tgithub.com/jinzhu/inflection v1.0.0 // indirect\n\tgithub.com/jinzhu/now v1.1.5 // indirect\n)\nmodule gorm.io/driver/sqlite\n\ngo 1.20\n\nrequire (\n\tgithub.com/mattn/go-sqlite3 v1.14.22\n\tgorm.io/gorm v1.25.7-0.20240204074919-46816ad31dde","is_error":false}]},"uuid":"dcb955e2-d4c3-4ea6-ab16-4e8a7a62d1e8","timestamp":"2026-04-07T10:29:02.094Z","toolUseResult":{"stdout":"---\nmodule gorm.io/driver/sqlite\n\ngo 1.20\n\nrequire (\n\tgithub.com/mattn/go-sqlite3 v1.14.17\n\tgorm.io/gorm v1.25.2-0.20230530020048-26663ab9bf55\n)\n\nrequire (\n\tgithub.com/jinzhu/inflection v1.0.0 // indirect\n\tgithub.com/jinzhu/now v1.1.5 // indirect\n)\nmodule gorm.io/driver/sqlite\n\ngo 1.20\n\nrequire (\n\tgithub.com/mattn/go-sqlite3 v1.14.22\n\tgorm.io/gorm v1.25.7-0.20240204074919-46816ad31dde","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"bca7eea3-8763-48e5-9741-5ba1b53664b5","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"dcb955e2-d4c3-4ea6-ab16-4e8a7a62d1e8","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01RQ3MLDeAyFKjcbGBpnFaj2","type":"message","role":"assistant","content":[{"type":"text","text":"Both use `mattn/go-sqlite3`. Now let me check if GORM sets WAL mode and how Dex opens its connection."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":356,"cache_read_input_tokens":36132,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":356},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpFgCWjruLmMDdGi6LTM","type":"assistant","uuid":"9dc79f2e-fc06-4ae3-8935-2a2823cfe88e","timestamp":"2026-04-07T10:29:05.111Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"9dc79f2e-fc06-4ae3-8935-2a2823cfe88e","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01RQ3MLDeAyFKjcbGBpnFaj2","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Wa6H2b1AWwbrfzwkTENUxu","name":"Bash","input":{"command":"grep -A5 \"sql.Open\\|WAL\\|journal_mode\\|_journal\\|_busy\" $(go env GOMODCACHE)/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/sqlite.go 2>/dev/null","description":"Check Dex SQLite open config"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":356,"cache_read_input_tokens":36132,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":356},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpFgCWjruLmMDdGi6LTM","type":"assistant","uuid":"f63f3ee4-5ff6-4f2d-ada4-da3a26c696e3","timestamp":"2026-04-07T10:29:07.317Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"f63f3ee4-5ff6-4f2d-ada4-da3a26c696e3","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01RQ3MLDeAyFKjcbGBpnFaj2","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01N2ErfVxXZ4XRMjMCU6moUA","name":"Grep","input":{"pattern":"WAL|journal_mode|_journal|_busy|pragma|cache=shared","path":"/Users/misha/Documents/GolandProjects/netbird/netbird/management/server/store","output_mode":"content"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":356,"cache_read_input_tokens":36132,"output_tokens":301,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":356,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpFgCWjruLmMDdGi6LTM","type":"assistant","uuid":"7502e735-8cf8-4954-9239-0251e8f140db","timestamp":"2026-04-07T10:29:07.663Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"f63f3ee4-5ff6-4f2d-ada4-da3a26c696e3","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Wa6H2b1AWwbrfzwkTENUxu","type":"tool_result","content":"\tdb, err := sql.Open(\"sqlite3\", s.File)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\n\t// always allow only one connection to sqlite3, any other thread/go-routine","is_error":false}]},"uuid":"c4fbdf97-4dd8-4f3d-8c02-1cd4a0f936b4","timestamp":"2026-04-07T10:33:51.678Z","toolUseResult":{"stdout":"\tdb, err := sql.Open(\"sqlite3\", s.File)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\n\t// always allow only one connection to sqlite3, any other thread/go-routine","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"f63f3ee4-5ff6-4f2d-ada4-da3a26c696e3","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"7502e735-8cf8-4954-9239-0251e8f140db","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01N2ErfVxXZ4XRMjMCU6moUA","type":"tool_result","content":"management/server/store/store.go:501:\tstoreStr := fmt.Sprintf(\"%s?cache=shared\", storeSqliteFileName)\nmanagement/server/store/sql_store.go:2746:\t// Append query parameters: user-provided take precedence, otherwise default to cache=shared on non-Windows\nmanagement/server/store/sql_store.go:2751:\t\tconnStr += \"?cache=shared\""}]},"uuid":"ca84795e-2631-4430-9cd8-48e4759c3fc7","timestamp":"2026-04-07T10:33:51.715Z","toolUseResult":{"mode":"content","numFiles":0,"filenames":[],"content":"management/server/store/store.go:501:\tstoreStr := fmt.Sprintf(\"%s?cache=shared\", storeSqliteFileName)\nmanagement/server/store/sql_store.go:2746:\t// Append query parameters: user-provided take precedence, otherwise default to cache=shared on non-Windows\nmanagement/server/store/sql_store.go:2751:\t\tconnStr += \"?cache=shared\"","numLines":3},"sourceToolAssistantUUID":"7502e735-8cf8-4954-9239-0251e8f140db","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"ca84795e-2631-4430-9cd8-48e4759c3fc7","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_012Dx95JRKaWsgutfENKEcQQ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01UjFYGfyBr1vhJNpm8uVd3h","name":"Bash","input":{"command":"cat $(go env GOMODCACHE)/github.com/dexidp/dex@v0.0.0-20250522090151-6e602d3315ea/storage/sql/sqlite.go 2>/dev/null","description":"Read full Dex SQLite storage code"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":623,"cache_read_input_tokens":36488,"output_tokens":132,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":623,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpG3YnEMtJivNFAD4aBC","type":"assistant","uuid":"1122ce03-e871-4038-aa9e-fcd20652202a","timestamp":"2026-04-07T10:33:55.002Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"1122ce03-e871-4038-aa9e-fcd20652202a","isSidechain":false,"promptId":"2c0855bf-3c40-45f9-b6a0-9073e900a64f","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01UjFYGfyBr1vhJNpm8uVd3h","type":"tool_result","content":"//go:build cgo\n// +build cgo\n\npackage sql\n\nimport (\n\t\"database/sql\"\n\t\"fmt\"\n\t\"log/slog\"\n\n\tsqlite3 \"github.com/mattn/go-sqlite3\"\n\n\t\"github.com/dexidp/dex/storage\"\n)\n\n// SQLite3 options for creating an SQL db.\ntype SQLite3 struct {\n\t// File to\n\tFile string `json:\"file\"`\n}\n\n// Open creates a new storage implementation backed by SQLite3\nfunc (s *SQLite3) Open(logger *slog.Logger) (storage.Storage, error) {\n\tconn, err := s.open(logger)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\treturn conn, nil\n}\n\nfunc (s *SQLite3) open(logger *slog.Logger) (*conn, error) {\n\tdb, err := sql.Open(\"sqlite3\", s.File)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\n\t// always allow only one connection to sqlite3, any other thread/go-routine\n\t// attempting concurrent access will have to wait\n\tdb.SetMaxOpenConns(1)\n\terrCheck := func(err error) bool {\n\t\tsqlErr, ok := err.(sqlite3.Error)\n\t\tif !ok {\n\t\t\treturn false\n\t\t}\n\t\treturn sqlErr.ExtendedCode == sqlite3.ErrConstraintPrimaryKey\n\t}\n\n\tc := &conn{db, &flavorSQLite3, logger, errCheck}\n\tif _, err := c.migrate(); err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to perform migrations: %v\", err)\n\t}\n\treturn c, nil\n}","is_error":false}]},"uuid":"6e77afe1-f609-46b9-abf8-706367440a86","timestamp":"2026-04-07T11:21:20.706Z","toolUseResult":{"stdout":"//go:build cgo\n// +build cgo\n\npackage sql\n\nimport (\n\t\"database/sql\"\n\t\"fmt\"\n\t\"log/slog\"\n\n\tsqlite3 \"github.com/mattn/go-sqlite3\"\n\n\t\"github.com/dexidp/dex/storage\"\n)\n\n// SQLite3 options for creating an SQL db.\ntype SQLite3 struct {\n\t// File to\n\tFile string `json:\"file\"`\n}\n\n// Open creates a new storage implementation backed by SQLite3\nfunc (s *SQLite3) Open(logger *slog.Logger) (storage.Storage, error) {\n\tconn, err := s.open(logger)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\treturn conn, nil\n}\n\nfunc (s *SQLite3) open(logger *slog.Logger) (*conn, error) {\n\tdb, err := sql.Open(\"sqlite3\", s.File)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\n\t// always allow only one connection to sqlite3, any other thread/go-routine\n\t// attempting concurrent access will have to wait\n\tdb.SetMaxOpenConns(1)\n\terrCheck := func(err error) bool {\n\t\tsqlErr, ok := err.(sqlite3.Error)\n\t\tif !ok {\n\t\t\treturn false\n\t\t}\n\t\treturn sqlErr.ExtendedCode == sqlite3.ErrConstraintPrimaryKey\n\t}\n\n\tc := &conn{db, &flavorSQLite3, logger, errCheck}\n\tif _, err := c.migrate(); err != nil {\n\t\treturn nil, fmt.Errorf(\"failed to perform migrations: %v\", err)\n\t}\n\treturn c, nil\n}","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"1122ce03-e871-4038-aa9e-fcd20652202a","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"6e77afe1-f609-46b9-abf8-706367440a86","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_018NduYBpWHRkgpzNpzF7ped","type":"message","role":"assistant","content":[{"type":"text","text":"Now I have the full picture. Here's my analysis:\n\n---\n\n## Feasibility Analysis: Sharing `store.db` with Embedded IDP\n\n**Both use the same SQLite driver** (`mattn/go-sqlite3`), which is good — no driver incompatibility.\n\n**Tables don't overlap** — management store has GORM tables (accounts, users, peers, etc.) and Dex has its own tables (auth_code, auth_request, client, keys, password, refresh_token, etc.). They can coexist in one file.\n\n### However, there are real problems:\n\n**1. SQLite concurrency/locking conflict:**\n- Dex explicitly sets `db.SetMaxOpenConns(1)` — it expects exclusive access\n- GORM's management store uses `cache=shared` and can have concurrent connections\n- Two separate `sql.Open()` calls to the same file create independent connection pools\n- SQLite allows only one writer at a time. With two independent pools each thinking they own the file, you'll get `SQLITE_BUSY` errors under load\n\n**2. `store.db` not existing yet is NOT a real problem:**\n- Both stores are lazy-initialized via `Create()` — `Store()` is called before `IdpManager()` in `AccountManager()` (line 103 of modules.go)\n- Even if ordering were different, `sql.Open(\"sqlite3\", file)` creates the file if it doesn't exist\n- Both run their own migrations, so either can go first\n\n**3. The real risk — Dex's `MaxOpenConns(1)` + GORM sharing the same file:**\n- Dex holds its single connection for the lifetime of the process\n- GORM also keeps connections open\n- Under concurrent write pressure from both management operations and auth flows, you'll see database-locked errors\n\n### Recommendation\n\n**For SQLite: Not advisable** to share the file. The two independent connection pools with different concurrency settings will cause locking issues in production. The separate `idp.db` file is the right default.\n\n**For PostgreSQL: Feasible and cleaner.** When both `store` and `authStore` use Postgres, they could share the same database (tables don't conflict). You could default `authStore.dsn` to `store.dsn` when both are Postgres and `authStore` is not explicitly set.\n\nIf you want to reduce the file count for SQLite, a simpler approach would be to just document that the combined server creates 3 DB files (store.db, idp.db, events.db) and that this is expected — rather than trying to merge them. Alternatively, you could implement a shared SQLite connection pool that both GORM and Dex use, but that would require significant refactoring of how Dex opens its storage.\n\nWant me to implement the PostgreSQL-sharing logic (default `authStore` to `store` settings when Postgres and not explicitly configured)?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":558,"cache_read_input_tokens":37111,"output_tokens":676,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":558,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpKfau5Gw2yJUzxEsZq4","type":"assistant","uuid":"790125a6-f2ed-4538-b38e-29071d0d5d86","timestamp":"2026-04-07T11:21:38.021Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"790125a6-f2ed-4538-b38e-29071d0d5d86","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks claude-code stop","durationMs":3880}],"hookErrors":[],"preventedContinuation":false,"stopReason":"","hasOutput":true,"level":"suggestion","timestamp":"2026-04-07T11:21:41.955Z","uuid":"a46db6be-1e05-436f-88a8-2835ef79769e","toolUseID":"0907b49f-2622-4979-ae2c-84ec475cfe84","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"a46db6be-1e05-436f-88a8-2835ef79769e","isSidechain":false,"type":"system","subtype":"turn_duration","durationMs":261903,"messageCount":70,"timestamp":"2026-04-07T11:21:41.958Z","uuid":"013c2284-3a0c-4418-b2eb-468d6a2bfc9e","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"ac619456-5025-4aca-a8d3-a3d2891db25e","snapshot":{"messageId":"ac619456-5025-4aca-a8d3-a3d2891db25e","trackedFileBackups":{},"timestamp":"2026-04-07T11:53:02.319Z"},"isSnapshotUpdate":false} +{"parentUuid":"013c2284-3a0c-4418-b2eb-468d6a2bfc9e","isSidechain":false,"promptId":"f37057af-5bee-4cc0-b82d-2956c26e8004","type":"user","message":{"role":"user","content":"I need an idea of what AI tools and platfroms to use to enrich my model responses with our GitHub docs."},"uuid":"ac619456-5025-4aca-a8d3-a3d2891db25e","timestamp":"2026-04-07T11:53:01.124Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"ac619456-5025-4aca-a8d3-a3d2891db25e","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01UfzyoRoKba7nuf3XVvE1tN","type":"message","role":"assistant","content":[{"type":"text","text":"\n\nThis is more of a research/architecture question than a coding task. Let me think about the options for enriching model responses with your GitHub docs (I'm assuming you mean the NetBird documentation repo).\n\n## Options for RAG / Doc-Enriched AI Responses\n\n### 1. **Embeddings + Vector Store (Classic RAG)**\n- **Tools**: OpenAI Embeddings or Voyage AI + Pinecone / Weaviate / Qdrant / pgvector\n- **Flow**: Chunk your docs, embed them, store in vector DB, retrieve relevant chunks at query time, inject into prompt context\n- **Pros**: Full control, works with any LLM\n- **Cons**: You build and maintain the pipeline (chunking, indexing, retrieval, re-ranking)\n\n### 2. **Claude with MCP + GitHub**\n- Use the **GitHub MCP server** to let Claude read your docs repo directly at query time\n- No pre-indexing needed — Claude fetches and reads files on demand\n- **Pros**: Zero infrastructure, always up-to-date, works today in Claude Code\n- **Cons**: Slower (fetches on each query), context window limits for large doc sets, not great for end-user-facing products\n\n### 3. **Platform-Managed RAG**\n- **OpenAI Assistants API** with File Search — upload docs, OpenAI handles chunking/embedding/retrieval\n- **Claude's built-in PDF/file support** via the API (upload docs as attachments)\n- **Google Vertex AI Search** — managed doc ingestion + grounded generation\n- **Pros**: Least work, managed infrastructure\n- **Cons**: Vendor lock-in, less control over retrieval quality\n\n### 4. **Dedicated Doc AI Platforms**\n- **Mendable** / **Inkeep** / **Mintlify** — purpose-built for docs Q&A, some integrate directly with GitHub-hosted docs\n- **Pros**: Built for exactly this use case, handle indexing/UI/citations\n- **Cons**: SaaS cost, less customization\n\n### 5. **Lightweight / Self-Hosted**\n- **LlamaIndex** or **LangChain** with a local vector store (ChromaDB, FAISS)\n- Pull docs from GitHub via API, chunk, embed, query\n- **Pros**: Full control, can run locally or on your infra\n- **Cons**: You maintain everything\n\n## What I'd Suggest Based on Context\n\n| Goal | Best fit |\n|---|---|\n| Internal dev tool / Claude Code integration | **MCP + GitHub server** — minimal setup |\n| User-facing docs chatbot on your site | **Inkeep / Mendable** or **OpenAI Assistants** |\n| Custom product with full control | **Embeddings + pgvector** (you already use Postgres) + Claude API |\n| Quick prototype | **LlamaIndex + ChromaDB** locally |\n\nWhat's the end goal — internal tooling, a user-facing chatbot, or something else? That'll narrow it down."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":702,"cache_read_input_tokens":37669,"output_tokens":715,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":702,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpN5jQhNoV3SJfVinFKh","type":"assistant","uuid":"4415955e-32c8-4ace-89c7-f1420c5528ba","timestamp":"2026-04-07T11:53:20.621Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"4415955e-32c8-4ace-89c7-f1420c5528ba","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks 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explain","numLines":3,"startLine":1,"totalLines":3}},"sourceToolAssistantUUID":"4cef70e7-a42f-4ebb-bf50-efea1eb9832a","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"47625408-d620-42fb-b4bf-11c6e7d29ea5","isSidechain":false,"promptId":"8c8bedd2-3d9a-4bf2-8fc5-3a0c73505c54","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014Vk1d3o8GMW74orU3VeW1J","type":"tool_result","content":"1\tpackage explain\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"encoding/json\"\n6\t\t\"net/http\"\n7\t)\n8\t\n9\t// Config holds the configuration for creating an AssistantHandler.\n10\ttype Config struct {\n11\t\tProvider Provider\n12\t\tMiddlewares []Middleware\n13\t\tBearerToken string // optional; if set, requests must carry this token\n14\t\tSystemPrompt string // optional; prepended as a system message to every request\n15\t}\n16\t\n17\t// NewHandler creates an http.Handler that processes assistant chat requests.\n18\tfunc NewHandler(cfg Config) http.Handler {\n19\t\treturn http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {\n20\t\t\tw.Header().Set(\"Access-Control-Allow-Origin\", \"*\")\n21\t\t\tw.Header().Set(\"Access-Control-Allow-Methods\", \"POST, OPTIONS\")\n22\t\t\tw.Header().Set(\"Access-Control-Allow-Headers\", \"Content-Type, Authorization\")\n23\t\n24\t\t\tif r.Method == http.MethodOptions {\n25\t\t\t\tw.WriteHeader(http.StatusNoContent)\n26\t\t\t\treturn\n27\t\t\t}\n28\t\n29\t\t\tif r.Method != http.MethodPost {\n30\t\t\t\twriteError(w, http.StatusMethodNotAllowed, \"method not allowed\")\n31\t\t\t\treturn\n32\t\t\t}\n33\t\n34\t\t\tif cfg.BearerToken != \"\" {\n35\t\t\t\tauth := r.Header.Get(\"Authorization\")\n36\t\t\t\tif len(auth) < 8 || auth[:7] != \"Bearer \" || auth[7:] != cfg.BearerToken {\n37\t\t\t\t\twriteError(w, http.StatusUnauthorized, \"unauthorized\")\n38\t\t\t\t\treturn\n39\t\t\t\t}\n40\t\t\t}\n41\t\n42\t\t\tvar req Request\n43\t\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n44\t\t\t\twriteError(w, http.StatusBadRequest, \"invalid request body\")\n45\t\t\t\treturn\n46\t\t\t}\n47\t\t\tif len(req.Messages) == 0 {\n48\t\t\t\twriteError(w, http.StatusBadRequest, \"messages array is required and must not be empty\")\n49\t\t\t\treturn\n50\t\t\t}\n51\t\n52\t\t\tmessages := req.Messages\n53\t\t\tif cfg.SystemPrompt != \"\" {\n54\t\t\t\tmessages = append([]Message{{Role: RoleSystem, Content: cfg.SystemPrompt}}, messages...)\n55\t\t\t}\n56\t\n57\t\t\ttype chainFunc = func(context.Context, []Message) (string, error)\n58\t\t\tvar fn chainFunc = func(ctx context.Context, msgs []Message) (string, error) {\n59\t\t\t\treturn cfg.Provider.Complete(ctx, msgs)\n60\t\t\t}\n61\t\t\t// Build middleware chain from last to first.\n62\t\t\tfor i := len(cfg.Middlewares) - 1; i >= 0; i-- {\n63\t\t\t\tmw := cfg.Middlewares[i]\n64\t\t\t\tinnerFn := fn\n65\t\t\t\tfn = func(ctx context.Context, msgs []Message) (string, error) {\n66\t\t\t\t\treturn mw(ctx, msgs, innerFn)\n67\t\t\t\t}\n68\t\t\t}\n69\t\n70\t\t\treply, err := fn(r.Context(), messages)\n71\t\t\tif err != nil {\n72\t\t\t\twriteError(w, http.StatusBadGateway, err.Error())\n73\t\t\t\treturn\n74\t\t\t}\n75\t\n76\t\t\twriteJSON(w, http.StatusOK, Response{Reply: reply})\n77\t\t})\n78\t}\n79\t\n80\tfunc writeError(w http.ResponseWriter, code int, msg string) {\n81\t\twriteJSON(w, code, ErrorResponse{Error: msg})\n82\t}\n83\t\n84\tfunc writeJSON(w http.ResponseWriter, code int, v any) {\n85\t\tw.Header().Set(\"Content-Type\", \"application/json\")\n86\t\tw.WriteHeader(code)\n87\t\tjson.NewEncoder(w).Encode(v) //nolint:errcheck\n88\t}"}]},"uuid":"12068dfd-8482-4101-8430-9235b1f9cb6b","timestamp":"2026-04-07T12:39:51.040Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/handler.go","content":"package explain\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"net/http\"\n)\n\n// Config holds the configuration for creating an AssistantHandler.\ntype Config struct {\n\tProvider Provider\n\tMiddlewares []Middleware\n\tBearerToken string // optional; if set, requests must carry this token\n\tSystemPrompt string // optional; prepended as a system message to every request\n}\n\n// NewHandler creates an http.Handler that processes assistant chat requests.\nfunc NewHandler(cfg Config) http.Handler {\n\treturn http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {\n\t\tw.Header().Set(\"Access-Control-Allow-Origin\", \"*\")\n\t\tw.Header().Set(\"Access-Control-Allow-Methods\", \"POST, OPTIONS\")\n\t\tw.Header().Set(\"Access-Control-Allow-Headers\", \"Content-Type, Authorization\")\n\n\t\tif r.Method == http.MethodOptions {\n\t\t\tw.WriteHeader(http.StatusNoContent)\n\t\t\treturn\n\t\t}\n\n\t\tif r.Method != http.MethodPost {\n\t\t\twriteError(w, http.StatusMethodNotAllowed, \"method not allowed\")\n\t\t\treturn\n\t\t}\n\n\t\tif cfg.BearerToken != \"\" {\n\t\t\tauth := r.Header.Get(\"Authorization\")\n\t\t\tif len(auth) < 8 || auth[:7] != \"Bearer \" || auth[7:] != cfg.BearerToken {\n\t\t\t\twriteError(w, http.StatusUnauthorized, \"unauthorized\")\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\n\t\tvar req Request\n\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\t\twriteError(w, http.StatusBadRequest, \"invalid request body\")\n\t\t\treturn\n\t\t}\n\t\tif len(req.Messages) == 0 {\n\t\t\twriteError(w, http.StatusBadRequest, \"messages array is required and must not be empty\")\n\t\t\treturn\n\t\t}\n\n\t\tmessages := req.Messages\n\t\tif cfg.SystemPrompt != \"\" {\n\t\t\tmessages = append([]Message{{Role: RoleSystem, Content: cfg.SystemPrompt}}, messages...)\n\t\t}\n\n\t\ttype chainFunc = func(context.Context, []Message) (string, error)\n\t\tvar fn chainFunc = func(ctx context.Context, msgs []Message) (string, error) {\n\t\t\treturn cfg.Provider.Complete(ctx, msgs)\n\t\t}\n\t\t// Build middleware chain from last to first.\n\t\tfor i := len(cfg.Middlewares) - 1; i >= 0; i-- {\n\t\t\tmw := cfg.Middlewares[i]\n\t\t\tinnerFn := fn\n\t\t\tfn = func(ctx context.Context, msgs []Message) (string, error) {\n\t\t\t\treturn mw(ctx, msgs, innerFn)\n\t\t\t}\n\t\t}\n\n\t\treply, err := fn(r.Context(), messages)\n\t\tif err != nil {\n\t\t\twriteError(w, http.StatusBadGateway, err.Error())\n\t\t\treturn\n\t\t}\n\n\t\twriteJSON(w, http.StatusOK, Response{Reply: reply})\n\t})\n}\n\nfunc writeError(w http.ResponseWriter, code int, msg string) {\n\twriteJSON(w, code, ErrorResponse{Error: msg})\n}\n\nfunc writeJSON(w http.ResponseWriter, code int, v any) {\n\tw.Header().Set(\"Content-Type\", \"application/json\")\n\tw.WriteHeader(code)\n\tjson.NewEncoder(w).Encode(v) //nolint:errcheck\n}","numLines":88,"startLine":1,"totalLines":88}},"sourceToolAssistantUUID":"47625408-d620-42fb-b4bf-11c6e7d29ea5","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"e9dfc795-a7d5-4b24-86ca-b09074439364","isSidechain":false,"promptId":"8c8bedd2-3d9a-4bf2-8fc5-3a0c73505c54","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0181geJbtAbqJaPVbZbbTVut","type":"tool_result","content":"1\tpackage explain\n2\t\n3\timport (\n4\t\t\"encoding/json\"\n5\t\t\"net/http\"\n6\t)\n7\t\n8\t// Role represents the role of a message participant.\n9\ttype Role string\n10\t\n11\tconst (\n12\t\tRoleUser Role = \"user\"\n13\t\tRoleAssistant Role = \"assistant\"\n14\t\tRoleContext Role = \"context\"\n15\t\tRoleSystem Role = \"system\"\n16\t)\n17\t\n18\t// Message is a single message in a conversation.\n19\ttype Message struct {\n20\t\tRole Role `json:\"role\"`\n21\t\tContent string `json:\"content\"`\n22\t}\n23\t\n24\t// Tool describes a callable tool that can be offered to an LLM.\n25\ttype Tool struct {\n26\t\tName string `json:\"name\"`\n27\t\tDescription string `json:\"description\"`\n28\t\tInputSchema json.RawMessage `json:\"input_schema\"`\n29\t\tExecute func(input json.RawMessage) (string, error)\n30\t}\n31\t\n32\t// McpServer identifies a Model Context Protocol server endpoint.\n33\ttype McpServer struct {\n34\t\tName string `json:\"name\"`\n35\t\tURL string `json:\"url\"`\n36\t\tAuthorizationToken string `json:\"authorization_token,omitempty\"`\n37\t}\n38\t\n39\t// Request is the JSON body expected by the handler.\n40\ttype Request struct {\n41\t\tMessages []Message `json:\"messages\"`\n42\t}\n43\t\n44\t// Response is the JSON body returned by the handler.\n45\ttype Response struct {\n46\t\tReply string `json:\"reply\"`\n47\t}\n48\t\n49\t// ErrorResponse is the JSON body returned on errors.\n50\ttype ErrorResponse struct {\n51\t\tError string `json:\"error\"`\n52\t}\n53\t\n54\t// HTTPClient abstracts HTTP calls for testability.\n55\ttype HTTPClient interface {\n56\t\tDo(req *http.Request) (*http.Response, error)\n57\t}"}]},"uuid":"f6513366-16aa-426e-bdd7-c1290e829f19","timestamp":"2026-04-07T12:39:51.614Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/types.go","content":"package explain\n\nimport (\n\t\"encoding/json\"\n\t\"net/http\"\n)\n\n// Role represents the role of a message participant.\ntype Role string\n\nconst (\n\tRoleUser Role = \"user\"\n\tRoleAssistant Role = \"assistant\"\n\tRoleContext Role = \"context\"\n\tRoleSystem Role = \"system\"\n)\n\n// Message is a single message in a conversation.\ntype Message struct {\n\tRole Role `json:\"role\"`\n\tContent string `json:\"content\"`\n}\n\n// Tool describes a callable tool that can be offered to an LLM.\ntype Tool struct {\n\tName string `json:\"name\"`\n\tDescription string `json:\"description\"`\n\tInputSchema json.RawMessage `json:\"input_schema\"`\n\tExecute func(input json.RawMessage) (string, error)\n}\n\n// McpServer identifies a Model Context Protocol server endpoint.\ntype McpServer struct {\n\tName string `json:\"name\"`\n\tURL string `json:\"url\"`\n\tAuthorizationToken string `json:\"authorization_token,omitempty\"`\n}\n\n// Request is the JSON body expected by the handler.\ntype Request struct {\n\tMessages []Message `json:\"messages\"`\n}\n\n// Response is the JSON body returned by the handler.\ntype Response struct {\n\tReply string `json:\"reply\"`\n}\n\n// ErrorResponse is the JSON body returned on errors.\ntype ErrorResponse struct {\n\tError string `json:\"error\"`\n}\n\n// HTTPClient abstracts HTTP calls for testability.\ntype HTTPClient interface {\n\tDo(req *http.Request) (*http.Response, error)\n}","numLines":57,"startLine":1,"totalLines":57}},"sourceToolAssistantUUID":"e9dfc795-a7d5-4b24-86ca-b09074439364","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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error)\n}","numLines":8,"startLine":1,"totalLines":8}},"sourceToolAssistantUUID":"36b8cd80-bb40-4096-be11-6b0200fdb833","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"a636ab10-9287-453c-8eda-fb74916e4096","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01JomjYAqmiaNVBYUcV1RnAs","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01EKtLiVkcSHQS2DVEEitfji","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/provider_anthropic.go"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":2402,"cache_read_input_tokens":39711,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":2402},"output_tokens":63,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpRfDn2cDyiLvVdArw4m","type":"assistant","uuid":"4e554bff-2e35-412d-bee7-1eb4e61f8190","timestamp":"2026-04-07T12:40:00.479Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"4e554bff-2e35-412d-bee7-1eb4e61f8190","isSidechain":false,"promptId":"8c8bedd2-3d9a-4bf2-8fc5-3a0c73505c54","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01EKtLiVkcSHQS2DVEEitfji","type":"tool_result","content":"1\tpackage explain\n2\t\n3\timport (\n4\t\t\"bytes\"\n5\t\t\"context\"\n6\t\t\"encoding/json\"\n7\t\t\"fmt\"\n8\t\t\"io\"\n9\t\t\"net/http\"\n10\t)\n11\t\n12\tconst (\n13\t\tanthropicDefaultModel = \"claude-sonnet-4-20250514\"\n14\t\tanthropicAPIURL = \"https://api.anthropic.com/v1/messages\"\n15\t\tanthropicMaxTokens = 4096\n16\t\tanthropicMaxToolLoops = 10\n17\t)\n18\t\n19\t// AnthropicConfig configures the Anthropic provider.\n20\ttype AnthropicConfig struct {\n21\t\tAPIKey string\n22\t\tModel string\n23\t\tTools []Tool\n24\t\tMcpServers []McpServer\n25\t\tHTTPClient HTTPClient\n26\t}\n27\t\n28\ttype anthropicProvider struct {\n29\t\tapiKey string\n30\t\tmodel string\n31\t\ttools []Tool\n32\t\tmcpServers []McpServer\n33\t\thttpClient HTTPClient\n34\t}\n35\t\n36\t// NewAnthropicProvider returns a Provider backed by the Anthropic Messages API.\n37\tfunc NewAnthropicProvider(cfg AnthropicConfig) Provider {\n38\t\tmodel := cfg.Model\n39\t\tif model == \"\" {\n40\t\t\tmodel = anthropicDefaultModel\n41\t\t}\n42\t\tclient := cfg.HTTPClient\n43\t\tif client == nil {\n44\t\t\tclient = http.DefaultClient\n45\t\t}\n46\t\treturn &anthropicProvider{\n47\t\t\tapiKey: cfg.APIKey,\n48\t\t\tmodel: model,\n49\t\t\ttools: cfg.Tools,\n50\t\t\tmcpServers: cfg.McpServers,\n51\t\t\thttpClient: client,\n52\t\t}\n53\t}\n54\t\n55\tfunc (p *anthropicProvider) Complete(ctx context.Context, messages []Message) (string, error) {\n56\t\tanthMsgs := make([]map[string]any, 0, len(messages))\n57\t\tvar systemParts []string\n58\t\n59\t\tfor _, m := range messages {\n60\t\t\tswitch m.Role {\n61\t\t\tcase RoleSystem:\n62\t\t\t\tsystemParts = append(systemParts, m.Content)\n63\t\t\tcase RoleContext:\n64\t\t\t\tanthMsgs = append(anthMsgs, map[string]any{\n65\t\t\t\t\t\"role\": \"user\",\n66\t\t\t\t\t\"content\": \"[Context]: \" + m.Content,\n67\t\t\t\t})\n68\t\t\tdefault:\n69\t\t\t\tanthMsgs = append(anthMsgs, map[string]any{\n70\t\t\t\t\t\"role\": string(m.Role),\n71\t\t\t\t\t\"content\": m.Content,\n72\t\t\t\t})\n73\t\t\t}\n74\t\t}\n75\t\n76\t\tvar toolDefs []map[string]any\n77\t\tfor _, t := range p.tools {\n78\t\t\ttoolDefs = append(toolDefs, map[string]any{\n79\t\t\t\t\"name\": t.Name,\n80\t\t\t\t\"description\": t.Description,\n81\t\t\t\t\"input_schema\": json.RawMessage(t.InputSchema),\n82\t\t\t})\n83\t\t}\n84\t\n85\t\tvar mcpServerDefs []map[string]any\n86\t\tfor _, mcp := range p.mcpServers {\n87\t\t\tentry := map[string]any{\n88\t\t\t\t\"type\": \"url\",\n89\t\t\t\t\"url\": mcp.URL,\n90\t\t\t\t\"name\": mcp.Name,\n91\t\t\t}\n92\t\t\tif mcp.AuthorizationToken != \"\" {\n93\t\t\t\tentry[\"authorization_token\"] = mcp.AuthorizationToken\n94\t\t\t}\n95\t\t\tmcpServerDefs = append(mcpServerDefs, entry)\n96\t\n97\t\t\t// Add a corresponding mcp_toolset tool entry\n98\t\t\ttoolDefs = append(toolDefs, map[string]any{\n99\t\t\t\t\"type\": \"mcp_toolset\",\n100\t\t\t\t\"mcp_server_name\": mcp.Name,\n101\t\t\t})\n102\t\t}\n103\t\n104\t\ttoolsByName := make(map[string]*Tool, len(p.tools))\n105\t\tfor i := range p.tools {\n106\t\t\ttoolsByName[p.tools[i].Name] = &p.tools[i]\n107\t\t}\n108\t\n109\t\tvar lastTextResponse string\n110\t\n111\t\tfor loop := 0; loop < anthropicMaxToolLoops; loop++ {\n112\t\t\tbody := map[string]any{\n113\t\t\t\t\"model\": p.model,\n114\t\t\t\t\"max_tokens\": anthropicMaxTokens,\n115\t\t\t\t\"messages\": anthMsgs,\n116\t\t\t}\n117\t\t\tif len(systemParts) > 0 {\n118\t\t\t\tsystem := \"\"\n119\t\t\t\tfor i, s := range systemParts {\n120\t\t\t\t\tif i > 0 {\n121\t\t\t\t\t\tsystem += \"\\n\\n\"\n122\t\t\t\t\t}\n123\t\t\t\t\tsystem += s\n124\t\t\t\t}\n125\t\t\t\tbody[\"system\"] = system\n126\t\t\t}\n127\t\t\tif len(toolDefs) > 0 {\n128\t\t\t\tbody[\"tools\"] = toolDefs\n129\t\t\t}\n130\t\t\tif len(mcpServerDefs) > 0 {\n131\t\t\t\tbody[\"mcp_servers\"] = mcpServerDefs\n132\t\t\t}\n133\t\n134\t\t\theaders := map[string]string{\n135\t\t\t\t\"Content-Type\": \"application/json\",\n136\t\t\t\t\"x-api-key\": p.apiKey,\n137\t\t\t\t\"anthropic-version\": \"2023-06-01\",\n138\t\t\t}\n139\t\t\tif len(p.mcpServers) > 0 {\n140\t\t\t\theaders[\"anthropic-beta\"] = \"mcp-client-2025-11-20\"\n141\t\t\t}\n142\t\n143\t\t\tdata, err := p.doRequest(ctx, headers, body)\n144\t\t\tif err != nil {\n145\t\t\t\treturn \"\", err\n146\t\t\t}\n147\t\n148\t\t\t// Extract text from content blocks\n149\t\t\tif content, ok := data[\"content\"].([]any); ok {\n150\t\t\t\tfor _, block := range content {\n151\t\t\t\t\tbm, ok := block.(map[string]any)\n152\t\t\t\t\tif !ok {\n153\t\t\t\t\t\tcontinue\n154\t\t\t\t\t}\n155\t\t\t\t\tif bm[\"type\"] == \"text\" {\n156\t\t\t\t\t\tif text, ok := bm[\"text\"].(string); ok {\n157\t\t\t\t\t\t\tlastTextResponse = text\n158\t\t\t\t\t\t}\n159\t\t\t\t\t}\n160\t\t\t\t}\n161\t\t\t}\n162\t\n163\t\t\tstopReason, _ := data[\"stop_reason\"].(string)\n164\t\n165\t\t\t// MCP pause — re-send with assistant content to continue\n166\t\t\tif stopReason == \"pause_turn\" {\n167\t\t\t\tanthMsgs = append(anthMsgs, map[string]any{\n168\t\t\t\t\t\"role\": \"assistant\",\n169\t\t\t\t\t\"content\": data[\"content\"],\n170\t\t\t\t})\n171\t\t\t\tcontinue\n172\t\t\t}\n173\t\n174\t\t\tif stopReason != \"tool_use\" {\n175\t\t\t\tif lastTextResponse == \"\" {\n176\t\t\t\t\treturn \"\", fmt.Errorf(\"no text content in Anthropic response\")\n177\t\t\t\t}\n178\t\t\t\treturn lastTextResponse, nil\n179\t\t\t}\n180\t\n181\t\t\t// Handle tool calls\n182\t\t\tcontent, _ := data[\"content\"].([]any)\n183\t\t\tanthMsgs = append(anthMsgs, map[string]any{\n184\t\t\t\t\"role\": \"assistant\",\n185\t\t\t\t\"content\": content,\n186\t\t\t})\n187\t\n188\t\t\tvar toolResults []map[string]any\n189\t\t\tfor _, block := range content {\n190\t\t\t\tbm, ok := block.(map[string]any)\n191\t\t\t\tif !ok {\n192\t\t\t\t\tcontinue\n193\t\t\t\t}\n194\t\t\t\tif bm[\"type\"] != \"tool_use\" {\n195\t\t\t\t\tcontinue\n196\t\t\t\t}\n197\t\t\t\ttoolID, _ := bm[\"id\"].(string)\n198\t\t\t\ttoolName, _ := bm[\"name\"].(string)\n199\t\n200\t\t\t\ttool, exists := toolsByName[toolName]\n201\t\t\t\tif !exists {\n202\t\t\t\t\ttoolResults = append(toolResults, map[string]any{\n203\t\t\t\t\t\t\"type\": \"tool_result\",\n204\t\t\t\t\t\t\"tool_use_id\": toolID,\n205\t\t\t\t\t\t\"content\": fmt.Sprintf(\"Error: unknown tool %q\", toolName),\n206\t\t\t\t\t})\n207\t\t\t\t\tcontinue\n208\t\t\t\t}\n209\t\n210\t\t\t\tinputBytes, err := json.Marshal(bm[\"input\"])\n211\t\t\t\tif err != nil {\n212\t\t\t\t\ttoolResults = append(toolResults, map[string]any{\n213\t\t\t\t\t\t\"type\": \"tool_result\",\n214\t\t\t\t\t\t\"tool_use_id\": toolID,\n215\t\t\t\t\t\t\"content\": fmt.Sprintf(\"Error: %s\", err),\n216\t\t\t\t\t})\n217\t\t\t\t\tcontinue\n218\t\t\t\t}\n219\t\n220\t\t\t\tresult, err := tool.Execute(inputBytes)\n221\t\t\t\tif err != nil {\n222\t\t\t\t\ttoolResults = append(toolResults, map[string]any{\n223\t\t\t\t\t\t\"type\": \"tool_result\",\n224\t\t\t\t\t\t\"tool_use_id\": toolID,\n225\t\t\t\t\t\t\"content\": fmt.Sprintf(\"Error: %s\", err),\n226\t\t\t\t\t})\n227\t\t\t\t\tcontinue\n228\t\t\t\t}\n229\t\n230\t\t\t\ttoolResults = append(toolResults, map[string]any{\n231\t\t\t\t\t\"type\": \"tool_result\",\n232\t\t\t\t\t\"tool_use_id\": toolID,\n233\t\t\t\t\t\"content\": result,\n234\t\t\t\t})\n235\t\t\t}\n236\t\n237\t\t\tanthMsgs = append(anthMsgs, map[string]any{\n238\t\t\t\t\"role\": \"user\",\n239\t\t\t\t\"content\": toolResults,\n240\t\t\t})\n241\t\t}\n242\t\n243\t\tif lastTextResponse != \"\" {\n244\t\t\treturn lastTextResponse, nil\n245\t\t}\n246\t\treturn \"\", fmt.Errorf(\"anthropic tool loop exceeded maximum iterations\")\n247\t}\n248\t\n249\tfunc (p *anthropicProvider) doRequest(ctx context.Context, headers map[string]string, body map[string]any) (map[string]any, error) {\n250\t\tbodyBytes, err := json.Marshal(body)\n251\t\tif err != nil {\n252\t\t\treturn nil, fmt.Errorf(\"marshal request: %w\", err)\n253\t\t}\n254\t\n255\t\treq, err := http.NewRequestWithContext(ctx, http.MethodPost, anthropicAPIURL, bytes.NewReader(bodyBytes))\n256\t\tif err != nil {\n257\t\t\treturn nil, fmt.Errorf(\"create request: %w\", err)\n258\t\t}\n259\t\tfor k, v := range headers {\n260\t\t\treq.Header.Set(k, v)\n261\t\t}\n262\t\n263\t\tresp, err := p.httpClient.Do(req)\n264\t\tif err != nil {\n265\t\t\treturn nil, fmt.Errorf(\"anthropic request: %w\", err)\n266\t\t}\n267\t\tdefer resp.Body.Close()\n268\t\n269\t\trespBody, err := io.ReadAll(resp.Body)\n270\t\tif err != nil {\n271\t\t\treturn nil, fmt.Errorf(\"read response: %w\", err)\n272\t\t}\n273\t\n274\t\tif resp.StatusCode != http.StatusOK {\n275\t\t\treturn nil, fmt.Errorf(\"Anthropic API error %d: %s\", resp.StatusCode, string(respBody))\n276\t\t}\n277\t\n278\t\tvar data map[string]any\n279\t\tif err := json.Unmarshal(respBody, &data); err != nil {\n280\t\t\treturn nil, fmt.Errorf(\"decode response: %w\", err)\n281\t\t}\n282\t\treturn data, nil\n283\t}"}]},"uuid":"9468b970-e276-4633-aab2-014f0fec7385","timestamp":"2026-04-07T12:40:00.500Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/provider_anthropic.go","content":"package explain\n\nimport (\n\t\"bytes\"\n\t\"context\"\n\t\"encoding/json\"\n\t\"fmt\"\n\t\"io\"\n\t\"net/http\"\n)\n\nconst (\n\tanthropicDefaultModel = \"claude-sonnet-4-20250514\"\n\tanthropicAPIURL = \"https://api.anthropic.com/v1/messages\"\n\tanthropicMaxTokens = 4096\n\tanthropicMaxToolLoops = 10\n)\n\n// AnthropicConfig configures the Anthropic provider.\ntype AnthropicConfig struct {\n\tAPIKey string\n\tModel string\n\tTools []Tool\n\tMcpServers []McpServer\n\tHTTPClient HTTPClient\n}\n\ntype anthropicProvider struct {\n\tapiKey string\n\tmodel string\n\ttools []Tool\n\tmcpServers []McpServer\n\thttpClient HTTPClient\n}\n\n// NewAnthropicProvider returns a Provider backed by the Anthropic Messages API.\nfunc NewAnthropicProvider(cfg AnthropicConfig) Provider {\n\tmodel := cfg.Model\n\tif model == \"\" {\n\t\tmodel = anthropicDefaultModel\n\t}\n\tclient := cfg.HTTPClient\n\tif client == nil {\n\t\tclient = http.DefaultClient\n\t}\n\treturn &anthropicProvider{\n\t\tapiKey: cfg.APIKey,\n\t\tmodel: model,\n\t\ttools: cfg.Tools,\n\t\tmcpServers: cfg.McpServers,\n\t\thttpClient: client,\n\t}\n}\n\nfunc (p *anthropicProvider) Complete(ctx context.Context, messages []Message) (string, error) {\n\tanthMsgs := make([]map[string]any, 0, len(messages))\n\tvar systemParts []string\n\n\tfor _, m := range messages {\n\t\tswitch m.Role {\n\t\tcase RoleSystem:\n\t\t\tsystemParts = append(systemParts, m.Content)\n\t\tcase RoleContext:\n\t\t\tanthMsgs = append(anthMsgs, map[string]any{\n\t\t\t\t\"role\": \"user\",\n\t\t\t\t\"content\": \"[Context]: \" + m.Content,\n\t\t\t})\n\t\tdefault:\n\t\t\tanthMsgs = append(anthMsgs, map[string]any{\n\t\t\t\t\"role\": string(m.Role),\n\t\t\t\t\"content\": m.Content,\n\t\t\t})\n\t\t}\n\t}\n\n\tvar toolDefs []map[string]any\n\tfor _, t := range p.tools {\n\t\ttoolDefs = append(toolDefs, map[string]any{\n\t\t\t\"name\": t.Name,\n\t\t\t\"description\": t.Description,\n\t\t\t\"input_schema\": json.RawMessage(t.InputSchema),\n\t\t})\n\t}\n\n\tvar mcpServerDefs []map[string]any\n\tfor _, mcp := range p.mcpServers {\n\t\tentry := map[string]any{\n\t\t\t\"type\": \"url\",\n\t\t\t\"url\": mcp.URL,\n\t\t\t\"name\": mcp.Name,\n\t\t}\n\t\tif mcp.AuthorizationToken != \"\" {\n\t\t\tentry[\"authorization_token\"] = mcp.AuthorizationToken\n\t\t}\n\t\tmcpServerDefs = append(mcpServerDefs, entry)\n\n\t\t// Add a corresponding mcp_toolset tool entry\n\t\ttoolDefs = append(toolDefs, map[string]any{\n\t\t\t\"type\": \"mcp_toolset\",\n\t\t\t\"mcp_server_name\": mcp.Name,\n\t\t})\n\t}\n\n\ttoolsByName := make(map[string]*Tool, len(p.tools))\n\tfor i := range p.tools {\n\t\ttoolsByName[p.tools[i].Name] = &p.tools[i]\n\t}\n\n\tvar lastTextResponse string\n\n\tfor loop := 0; loop < anthropicMaxToolLoops; loop++ {\n\t\tbody := map[string]any{\n\t\t\t\"model\": p.model,\n\t\t\t\"max_tokens\": anthropicMaxTokens,\n\t\t\t\"messages\": anthMsgs,\n\t\t}\n\t\tif len(systemParts) > 0 {\n\t\t\tsystem := \"\"\n\t\t\tfor i, s := range systemParts {\n\t\t\t\tif i > 0 {\n\t\t\t\t\tsystem += \"\\n\\n\"\n\t\t\t\t}\n\t\t\t\tsystem += s\n\t\t\t}\n\t\t\tbody[\"system\"] = system\n\t\t}\n\t\tif len(toolDefs) > 0 {\n\t\t\tbody[\"tools\"] = toolDefs\n\t\t}\n\t\tif len(mcpServerDefs) > 0 {\n\t\t\tbody[\"mcp_servers\"] = mcpServerDefs\n\t\t}\n\n\t\theaders := map[string]string{\n\t\t\t\"Content-Type\": \"application/json\",\n\t\t\t\"x-api-key\": p.apiKey,\n\t\t\t\"anthropic-version\": \"2023-06-01\",\n\t\t}\n\t\tif len(p.mcpServers) > 0 {\n\t\t\theaders[\"anthropic-beta\"] = \"mcp-client-2025-11-20\"\n\t\t}\n\n\t\tdata, err := p.doRequest(ctx, headers, body)\n\t\tif err != nil {\n\t\t\treturn \"\", err\n\t\t}\n\n\t\t// Extract text from content blocks\n\t\tif content, ok := data[\"content\"].([]any); ok {\n\t\t\tfor _, block := range content {\n\t\t\t\tbm, ok := block.(map[string]any)\n\t\t\t\tif !ok {\n\t\t\t\t\tcontinue\n\t\t\t\t}\n\t\t\t\tif bm[\"type\"] == \"text\" {\n\t\t\t\t\tif text, ok := bm[\"text\"].(string); ok {\n\t\t\t\t\t\tlastTextResponse = text\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tstopReason, _ := data[\"stop_reason\"].(string)\n\n\t\t// MCP pause — re-send with assistant content to continue\n\t\tif stopReason == \"pause_turn\" {\n\t\t\tanthMsgs = append(anthMsgs, map[string]any{\n\t\t\t\t\"role\": \"assistant\",\n\t\t\t\t\"content\": data[\"content\"],\n\t\t\t})\n\t\t\tcontinue\n\t\t}\n\n\t\tif stopReason != \"tool_use\" {\n\t\t\tif lastTextResponse == \"\" {\n\t\t\t\treturn \"\", fmt.Errorf(\"no text content in Anthropic response\")\n\t\t\t}\n\t\t\treturn lastTextResponse, nil\n\t\t}\n\n\t\t// Handle tool calls\n\t\tcontent, _ := data[\"content\"].([]any)\n\t\tanthMsgs = append(anthMsgs, map[string]any{\n\t\t\t\"role\": \"assistant\",\n\t\t\t\"content\": content,\n\t\t})\n\n\t\tvar toolResults []map[string]any\n\t\tfor _, block := range content {\n\t\t\tbm, ok := block.(map[string]any)\n\t\t\tif !ok {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tif bm[\"type\"] != \"tool_use\" {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\ttoolID, _ := bm[\"id\"].(string)\n\t\t\ttoolName, _ := bm[\"name\"].(string)\n\n\t\t\ttool, exists := toolsByName[toolName]\n\t\t\tif !exists {\n\t\t\t\ttoolResults = append(toolResults, map[string]any{\n\t\t\t\t\t\"type\": \"tool_result\",\n\t\t\t\t\t\"tool_use_id\": toolID,\n\t\t\t\t\t\"content\": fmt.Sprintf(\"Error: unknown tool %q\", toolName),\n\t\t\t\t})\n\t\t\t\tcontinue\n\t\t\t}\n\n\t\t\tinputBytes, err := json.Marshal(bm[\"input\"])\n\t\t\tif err != nil {\n\t\t\t\ttoolResults = append(toolResults, map[string]any{\n\t\t\t\t\t\"type\": \"tool_result\",\n\t\t\t\t\t\"tool_use_id\": toolID,\n\t\t\t\t\t\"content\": fmt.Sprintf(\"Error: %s\", err),\n\t\t\t\t})\n\t\t\t\tcontinue\n\t\t\t}\n\n\t\t\tresult, err := tool.Execute(inputBytes)\n\t\t\tif err != nil {\n\t\t\t\ttoolResults = append(toolResults, map[string]any{\n\t\t\t\t\t\"type\": \"tool_result\",\n\t\t\t\t\t\"tool_use_id\": toolID,\n\t\t\t\t\t\"content\": fmt.Sprintf(\"Error: %s\", err),\n\t\t\t\t})\n\t\t\t\tcontinue\n\t\t\t}\n\n\t\t\ttoolResults = append(toolResults, map[string]any{\n\t\t\t\t\"type\": \"tool_result\",\n\t\t\t\t\"tool_use_id\": toolID,\n\t\t\t\t\"content\": result,\n\t\t\t})\n\t\t}\n\n\t\tanthMsgs = append(anthMsgs, map[string]any{\n\t\t\t\"role\": \"user\",\n\t\t\t\"content\": toolResults,\n\t\t})\n\t}\n\n\tif lastTextResponse != \"\" {\n\t\treturn lastTextResponse, nil\n\t}\n\treturn \"\", fmt.Errorf(\"anthropic tool loop exceeded maximum iterations\")\n}\n\nfunc (p *anthropicProvider) doRequest(ctx context.Context, headers map[string]string, body map[string]any) (map[string]any, error) {\n\tbodyBytes, err := json.Marshal(body)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"marshal request: %w\", err)\n\t}\n\n\treq, err := http.NewRequestWithContext(ctx, http.MethodPost, anthropicAPIURL, bytes.NewReader(bodyBytes))\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"create request: %w\", err)\n\t}\n\tfor k, v := range headers {\n\t\treq.Header.Set(k, v)\n\t}\n\n\tresp, err := p.httpClient.Do(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"anthropic request: %w\", err)\n\t}\n\tdefer resp.Body.Close()\n\n\trespBody, err := io.ReadAll(resp.Body)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read response: %w\", err)\n\t}\n\n\tif resp.StatusCode != http.StatusOK {\n\t\treturn nil, fmt.Errorf(\"Anthropic API error %d: %s\", resp.StatusCode, string(respBody))\n\t}\n\n\tvar data map[string]any\n\tif err := json.Unmarshal(respBody, &data); err != nil {\n\t\treturn nil, fmt.Errorf(\"decode response: %w\", err)\n\t}\n\treturn data, nil\n}","numLines":283,"startLine":1,"totalLines":283}},"sourceToolAssistantUUID":"4e554bff-2e35-412d-bee7-1eb4e61f8190","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"9468b970-e276-4633-aab2-014f0fec7385","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01JomjYAqmiaNVBYUcV1RnAs","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_012CZsz6yc8GGEptqfXXW1tg","name":"Bash","input":{"command":"ls -la /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/","description":"List cmd 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[]mcpServerConfig `yaml:\"mcp_servers\"`\n30\t}\n31\t\n32\tfunc main() {\n33\t\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n34\t\tflag.Parse()\n35\t\n36\t\tcfg, err := loadConfig(*configPath)\n37\t\tif err != nil {\n38\t\t\tlog.Fatalf(\"load config: %v\", err)\n39\t\t}\n40\t\n41\t\tif cfg.APIKey == \"\" {\n42\t\t\tlog.Fatal(\"api_key is required in config\")\n43\t\t}\n44\t\tif cfg.Listen == \"\" {\n45\t\t\tcfg.Listen = \":8080\"\n46\t\t}\n47\t\tif cfg.Provider == \"\" {\n48\t\t\tcfg.Provider = \"anthropic\"\n49\t\t}\n50\t\n51\t\tp, err := newProvider(cfg)\n52\t\tif err != nil {\n53\t\t\tlog.Fatal(err)\n54\t\t}\n55\t\n56\t\thandler := explain.NewHandler(explain.Config{\n57\t\t\tProvider: p,\n58\t\t\tBearerToken: cfg.BearerToken,\n59\t\t\tSystemPrompt: cfg.SystemPrompt,\n60\t\t})\n61\t\n62\t\tmux := http.NewServeMux()\n63\t\tmux.Handle(\"/api/ai/chat\", handler)\n64\t\n65\t\tlog.Printf(\"listening on %s\", cfg.Listen)\n66\t\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n67\t\t\tlog.Fatal(err)\n68\t\t}\n69\t}\n70\t\n71\tfunc loadConfig(path string) (*config, error) {\n72\t\tdata, err := os.ReadFile(path)\n73\t\tif err != nil {\n74\t\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n75\t\t}\n76\t\tvar cfg config\n77\t\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n78\t\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n79\t\t}\n80\t\treturn &cfg, nil\n81\t}\n82\t\n83\tfunc newProvider(cfg *config) (explain.Provider, error) {\n84\t\tswitch cfg.Provider {\n85\t\tcase \"anthropic\":\n86\t\t\tvar mcpServers []explain.McpServer\n87\t\t\tfor _, m := range cfg.McpServers {\n88\t\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n89\t\t\t\t\tName: m.Name,\n90\t\t\t\t\tURL: m.URL,\n91\t\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n92\t\t\t\t})\n93\t\t\t}\n94\t\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n95\t\t\t\tAPIKey: cfg.APIKey,\n96\t\t\t\tModel: cfg.Model,\n97\t\t\t\tMcpServers: mcpServers,\n98\t\t\t}), nil\n99\t\tcase \"openai\":\n100\t\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n101\t\t\t\tAPIKey: cfg.APIKey,\n102\t\t\t\tModel: cfg.Model,\n103\t\t\t}), nil\n104\t\tcase \"dify\":\n105\t\t\tif cfg.BaseURL == \"\" {\n106\t\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n107\t\t\t}\n108\t\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n109\t\t\t\tAPIKey: cfg.APIKey,\n110\t\t\t\tBaseURL: cfg.BaseURL,\n111\t\t\t}), nil\n112\t\tdefault:\n113\t\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n114\t\t}\n115\t}"}]},"uuid":"c9166d2e-05d0-4b20-9919-f0c6a6d42b6a","timestamp":"2026-04-07T12:40:08.727Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go","content":"package main\n\nimport (\n\t\"flag\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"os\"\n\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\ntype mcpServerConfig struct {\n\tName string `yaml:\"name\"`\n\tURL string `yaml:\"url\"`\n\tAuthorizationToken string `yaml:\"authorization_token\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n}\n\nfunc main() {\n\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n\tflag.Parse()\n\n\tcfg, err := loadConfig(*configPath)\n\tif err != nil {\n\t\tlog.Fatalf(\"load config: %v\", err)\n\t}\n\n\tif cfg.APIKey == \"\" {\n\t\tlog.Fatal(\"api_key is required in config\")\n\t}\n\tif cfg.Listen == \"\" {\n\t\tcfg.Listen = \":8080\"\n\t}\n\tif cfg.Provider == \"\" {\n\t\tcfg.Provider = \"anthropic\"\n\t}\n\n\tp, err := newProvider(cfg)\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})\n\n\tmux := http.NewServeMux()\n\tmux.Handle(\"/api/ai/chat\", handler)\n\n\tlog.Printf(\"listening on %s\", cfg.Listen)\n\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n\t\tlog.Fatal(err)\n\t}\n}\n\nfunc loadConfig(path string) (*config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n\t}\n\tvar cfg config\n\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n\t}\n\treturn &cfg, nil\n}\n\nfunc newProvider(cfg *config) (explain.Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\tvar mcpServers []explain.McpServer\n\t\tfor _, m := range cfg.McpServers {\n\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n\t\t\t\tName: m.Name,\n\t\t\t\tURL: m.URL,\n\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n\t\t\t})\n\t\t}\n\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t\tMcpServers: mcpServers,\n\t\t}), nil\n\tcase \"openai\":\n\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t}), nil\n\tcase \"dify\":\n\t\tif cfg.BaseURL == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n\t\t}\n\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tBaseURL: cfg.BaseURL,\n\t\t}), nil\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n\t}\n}","numLines":115,"startLine":1,"totalLines":115}},"sourceToolAssistantUUID":"1359492f-cfd5-4a8b-b0b2-fac404b0f6ce","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"c9166d2e-05d0-4b20-9919-f0c6a6d42b6a","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Ay18sktGDJvjN7cCknwJXD","type":"message","role":"assistant","content":[{"type":"text","text":"Good — you already have a working chat service that calls Claude/OpenAI/Dify. You just need to add RAG so responses are grounded in your docs.\n\nHere's what I'd recommend for the simplest self-hosted approach that fits your existing Go codebase:\n\n## Approach: Add a RAG middleware to your existing `explain` service\n\nYou don't need LlamaIndex/LangChain (those are Python). Since you're already in Go and calling the Anthropic API directly, here's the minimal stack:\n\n### Components needed\n\n1. **Embedding model** — Voyage AI (`voyage-3`) or OpenAI (`text-embedding-3-small`) to turn doc chunks into vectors\n2. **Vector store** — **SQLite with `sqlite-vec`** (keeps it single-binary, no infra) or **pgvector** if you already run Postgres\n3. **Indexer** (one-time/periodic CLI) — clones your docs repo, chunks markdown files, embeds them, stores in the vector DB\n4. **RAG middleware** — on each user query, embed the question, find top-K similar chunks, inject them as context before calling Claude\n\n### How it fits your code\n\n```\nUser query\n ↓\nRAG Middleware (embed query → vector search → prepend context chunks)\n ↓\nAnthropic Provider (sends enriched messages to Claude)\n ↓\nResponse\n```\n\nThis slots in as an `explain.Middleware` — your handler already supports middleware chaining.\n\n### Concrete tools/libraries for Go\n\n| Piece | Option |\n|---|---|\n| Embeddings | Voyage AI API or OpenAI embeddings API (simple HTTP calls) |\n| Vector store | [`asg017/sqlite-vec`](https://github.com/asg017/sqlite-vec) (SQLite extension) or just pgvector |\n| Chunking | Split markdown by `##` headings, keep ~500 tokens per chunk |\n| Indexer | A `go run ./explain/cmd/index` CLI that processes `docs/` |\n\n### Alternative: skip the vector DB entirely\n\nSince your docs are probably < 1000 pages, you could use **Claude's 200K context** and just stuff relevant doc sections directly. A simpler variant:\n\n- Pre-chunk docs at build time into a JSON file\n- On query, do a **BM25/keyword search** (no embeddings needed) to find top-10 matching chunks \n- Inject them as context messages\n\nThis avoids the embedding API cost and vector DB complexity entirely. Libraries like `blevesearch/bleve` give you full-text search in pure Go.\n\n---\n\nWant me to implement one of these? If so, which direction:\n1. **Full RAG** — embeddings + sqlite-vec + indexer\n2. **Simple BM25** — bleve full-text search, no embeddings, no vector DB"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1229,"cache_read_input_tokens":45244,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1229},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpRgSubAAVMDfcGG6QzN","type":"assistant","uuid":"c6f8dd4f-cf94-46f5-a065-77032f65a42e","timestamp":"2026-04-07T12:40:33.045Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"d9e58c88-3cf9-4895-bea8-15b4b1a47b51","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01JMDAHNSfXAzngTW36KVmTR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01VgsLFCK9UcRAmBV7AGEQRZ","name":"Write","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/chunker.go","content":"package rag\n\nimport (\n\t\"bufio\"\n\t\"fmt\"\n\t\"os\"\n\t\"path/filepath\"\n\t\"strings\"\n)\n\n// Chunk represents a section of a documentation file.\ntype Chunk struct {\n\t// Source is the relative path to the source file.\n\tSource string\n\t// Heading is the section heading (e.g. \"## Installation\").\n\tHeading string\n\t// Body is the text content of the section.\n\tBody string\n}\n\n// ID returns a stable identifier for the chunk.\nfunc (c Chunk) ID() string {\n\treturn fmt.Sprintf(\"%s#%s\", c.Source, c.Heading)\n}\n\n// ChunkMarkdownFile splits a single markdown file into chunks by heading.\n// Each chunk contains the heading and the body text until the next heading\n// of equal or higher level.\nfunc ChunkMarkdownFile(path, relPath string) ([]Chunk, error) {\n\tf, err := os.Open(path)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tdefer f.Close()\n\n\tvar chunks []Chunk\n\tvar currentHeading string\n\tvar currentBody strings.Builder\n\n\tflush := func() {\n\t\tbody := strings.TrimSpace(currentBody.String())\n\t\tif body == \"\" && currentHeading == \"\" {\n\t\t\treturn\n\t\t}\n\t\tchunks = append(chunks, Chunk{\n\t\t\tSource: relPath,\n\t\t\tHeading: currentHeading,\n\t\t\tBody: body,\n\t\t})\n\t}\n\n\tscanner := bufio.NewScanner(f)\n\tfor scanner.Scan() {\n\t\tline := scanner.Text()\n\t\tif isHeading(line) {\n\t\t\tflush()\n\t\t\tcurrentHeading = strings.TrimSpace(strings.TrimLeft(line, \"#\"))\n\t\t\tcurrentBody.Reset()\n\t\t} else {\n\t\t\tcurrentBody.WriteString(line)\n\t\t\tcurrentBody.WriteString(\"\\n\")\n\t\t}\n\t}\n\tif err := scanner.Err(); err != nil {\n\t\treturn nil, err\n\t}\n\n\tflush()\n\treturn chunks, nil\n}\n\n// ChunkDirectory walks a directory and chunks all .md and .mdx files.\nfunc ChunkDirectory(root string) ([]Chunk, error) {\n\tvar all []Chunk\n\terr := filepath.Walk(root, func(path string, info os.FileInfo, err error) error {\n\t\tif err != nil {\n\t\t\treturn err\n\t\t}\n\t\tif info.IsDir() {\n\t\t\treturn nil\n\t\t}\n\t\text := strings.ToLower(filepath.Ext(path))\n\t\tif ext != \".md\" && ext != \".mdx\" {\n\t\t\treturn nil\n\t\t}\n\t\trel, _ := filepath.Rel(root, path)\n\t\tchunks, err := ChunkMarkdownFile(path, rel)\n\t\tif err != nil {\n\t\t\treturn fmt.Errorf(\"chunk %s: %w\", rel, err)\n\t\t}\n\t\tall = append(all, chunks...)\n\t\treturn nil\n\t})\n\treturn all, err\n}\n\nfunc isHeading(line string) bool {\n\treturn strings.HasPrefix(line, \"# \") ||\n\t\tstrings.HasPrefix(line, \"## \") ||\n\t\tstrings.HasPrefix(line, \"### \") ||\n\t\tstrings.HasPrefix(line, \"#### \")\n}\n"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":115,"cache_read_input_tokens":50109,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":115},"output_tokens":72,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpS7LanNXwhvnzsenJHF","type":"assistant","uuid":"13281e34-2373-41af-8cd4-33d65c4aa557","timestamp":"2026-04-07T12:46:02.463Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"13281e34-2373-41af-8cd4-33d65c4aa557","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01JMDAHNSfXAzngTW36KVmTR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015BLgsM2UybTFaUcCC26rdV","name":"Write","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","content":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}\n"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":115,"cache_read_input_tokens":50109,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":115},"output_tokens":72,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpS7LanNXwhvnzsenJHF","type":"assistant","uuid":"bf68af60-ba2c-497e-9e2d-a8d5cea664e9","timestamp":"2026-04-07T12:46:10.185Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"13281e34-2373-41af-8cd4-33d65c4aa557","isSidechain":false,"promptId":"9b8d63e4-7b09-4373-a93d-446a31dff59c","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01VgsLFCK9UcRAmBV7AGEQRZ","type":"tool_result","content":"File created successfully at: /Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/chunker.go"}]},"uuid":"f429c867-c87d-4986-b49b-732e1e2ba3db","timestamp":"2026-04-07T12:46:10.531Z","toolUseResult":{"type":"create","filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/chunker.go","content":"package rag\n\nimport (\n\t\"bufio\"\n\t\"fmt\"\n\t\"os\"\n\t\"path/filepath\"\n\t\"strings\"\n)\n\n// Chunk represents a section of a documentation file.\ntype Chunk struct {\n\t// Source is the relative path to the source file.\n\tSource string\n\t// Heading is the section heading (e.g. \"## Installation\").\n\tHeading string\n\t// Body is the text content of the section.\n\tBody string\n}\n\n// ID returns a stable identifier for the chunk.\nfunc (c Chunk) ID() string {\n\treturn fmt.Sprintf(\"%s#%s\", c.Source, c.Heading)\n}\n\n// ChunkMarkdownFile splits a single markdown file into chunks by heading.\n// Each chunk contains the heading and the body text until the next heading\n// of equal or higher level.\nfunc ChunkMarkdownFile(path, relPath string) ([]Chunk, error) {\n\tf, err := os.Open(path)\n\tif err != nil {\n\t\treturn nil, err\n\t}\n\tdefer f.Close()\n\n\tvar chunks []Chunk\n\tvar currentHeading string\n\tvar currentBody strings.Builder\n\n\tflush := func() {\n\t\tbody := strings.TrimSpace(currentBody.String())\n\t\tif body == \"\" && currentHeading == \"\" {\n\t\t\treturn\n\t\t}\n\t\tchunks = append(chunks, Chunk{\n\t\t\tSource: relPath,\n\t\t\tHeading: currentHeading,\n\t\t\tBody: body,\n\t\t})\n\t}\n\n\tscanner := bufio.NewScanner(f)\n\tfor scanner.Scan() {\n\t\tline := scanner.Text()\n\t\tif isHeading(line) {\n\t\t\tflush()\n\t\t\tcurrentHeading = strings.TrimSpace(strings.TrimLeft(line, \"#\"))\n\t\t\tcurrentBody.Reset()\n\t\t} else {\n\t\t\tcurrentBody.WriteString(line)\n\t\t\tcurrentBody.WriteString(\"\\n\")\n\t\t}\n\t}\n\tif err := scanner.Err(); err != nil {\n\t\treturn nil, err\n\t}\n\n\tflush()\n\treturn chunks, nil\n}\n\n// ChunkDirectory walks a directory and chunks all .md and .mdx files.\nfunc ChunkDirectory(root string) ([]Chunk, error) {\n\tvar all []Chunk\n\terr := filepath.Walk(root, func(path string, info os.FileInfo, err error) error {\n\t\tif err != nil {\n\t\t\treturn err\n\t\t}\n\t\tif info.IsDir() {\n\t\t\treturn nil\n\t\t}\n\t\text := strings.ToLower(filepath.Ext(path))\n\t\tif ext != \".md\" && ext != \".mdx\" {\n\t\t\treturn nil\n\t\t}\n\t\trel, _ := filepath.Rel(root, path)\n\t\tchunks, err := ChunkMarkdownFile(path, rel)\n\t\tif err != nil {\n\t\t\treturn fmt.Errorf(\"chunk %s: %w\", rel, err)\n\t\t}\n\t\tall = append(all, chunks...)\n\t\treturn nil\n\t})\n\treturn all, err\n}\n\nfunc isHeading(line string) bool {\n\treturn strings.HasPrefix(line, \"# \") ||\n\t\tstrings.HasPrefix(line, \"## \") ||\n\t\tstrings.HasPrefix(line, \"### \") ||\n\t\tstrings.HasPrefix(line, \"#### \")\n}","structuredPatch":[],"originalFile":null},"sourceToolAssistantUUID":"13281e34-2373-41af-8cd4-33d65c4aa557","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"bf68af60-ba2c-497e-9e2d-a8d5cea664e9","isSidechain":false,"promptId":"9b8d63e4-7b09-4373-a93d-446a31dff59c","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015BLgsM2UybTFaUcCC26rdV","type":"tool_result","content":"File created successfully at: /Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go"}]},"uuid":"31d5f6b2-2b56-41d6-9a5f-93518e0067f3","timestamp":"2026-04-07T12:46:11.776Z","toolUseResult":{"type":"create","filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","content":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","structuredPatch":[],"originalFile":null},"sourceToolAssistantUUID":"bf68af60-ba2c-497e-9e2d-a8d5cea664e9","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"31d5f6b2-2b56-41d6-9a5f-93518e0067f3","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01JMDAHNSfXAzngTW36KVmTR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01US7BD2nYpsNmDJM6LBkLdh","name":"Write","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go","content":"package rag\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"strings\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\n// MiddlewareConfig configures the RAG middleware.\ntype MiddlewareConfig struct {\n\t// IndexPath is the path to the bleve index directory.\n\tIndexPath string\n\t// TopK is the number of chunks to retrieve per query.\n\tTopK int\n}\n\n// NewMiddleware returns an explain.Middleware that enriches messages with\n// relevant documentation chunks retrieved via BM25 full-text search.\nfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n\ttopK := cfg.TopK\n\tif topK <= 0 {\n\t\ttopK = 5\n\t}\n\n\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"rag search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn 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[]explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"rag search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn 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existing index so we do a full rebuild.\n\tif err := os.RemoveAll(*indexPath); err != nil {\n\t\tlog.Fatalf(\"remove old index: %v\", err)\n\t}\n\n\tlog.Printf(\"chunking markdown files in %s ...\", *docsDir)\n\tchunks, err := rag.ChunkDirectory(*docsDir)\n\tif err != nil {\n\t\tlog.Fatalf(\"chunk: %v\", err)\n\t}\n\tlog.Printf(\"found %d chunks\", len(chunks))\n\n\tlog.Printf(\"building index at %s ...\", *indexPath)\n\tn, err := rag.BuildIndex(*indexPath, chunks)\n\tif err != nil {\n\t\tlog.Fatalf(\"build index: %v\", err)\n\t}\n\tlog.Printf(\"indexed %d documents\", 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+{"parentUuid":"931d03ac-32ed-4e82-8e68-e01ee8f0937f","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01GXkFssP7BZXDnMrmiAy1zr","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_0183nekeVqowZs9raJB3jtDT","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/middleware.go"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":198,"cache_read_input_tokens":53662,"output_tokens":88,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":198,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpTqZrHQ7jHGXWJXN3f4","type":"assistant","uuid":"3ce962ed-ea00-43a0-bec3-0412d0f94713","timestamp":"2026-04-07T13:08:33.959Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"3ce962ed-ea00-43a0-bec3-0412d0f94713","isSidechain":false,"promptId":"9b8d63e4-7b09-4373-a93d-446a31dff59c","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0183nekeVqowZs9raJB3jtDT","type":"tool_result","content":"1\tpackage explain\n2\t\n3\timport \"context\"\n4\t\n5\t// Middleware can inspect or modify the message slice before it reaches the provider.\n6\t// It receives context, the current messages, and a next function to continue the chain.\n7\ttype Middleware func(ctx context.Context, messages []Message, next func(context.Context, []Message) (string, error)) (string, error)"}]},"uuid":"2865cc88-a47e-40db-9cd1-613df4cb99dc","timestamp":"2026-04-07T13:08:33.974Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/middleware.go","content":"package explain\n\nimport \"context\"\n\n// Middleware can inspect or modify the message slice before it reaches the provider.\n// It receives context, the current messages, and a next function to continue the chain.\ntype Middleware func(ctx context.Context, messages []Message, next func(context.Context, []Message) (string, error)) (string, error)","numLines":7,"startLine":1,"totalLines":7}},"sourceToolAssistantUUID":"3ce962ed-ea00-43a0-bec3-0412d0f94713","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"2865cc88-a47e-40db-9cd1-613df4cb99dc","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Bhe3BUHJ2NXWgz4qpZAuNc","type":"message","role":"assistant","content":[{"type":"text","text":"Good, the middleware type is already defined. Now update `main.go` and `config.yaml`."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":193,"cache_read_input_tokens":53860,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":193},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpTr6q7PDM6TQMyQqj9z","type":"assistant","uuid":"88fc1400-7167-4903-b352-f5351be73def","timestamp":"2026-04-07T13:08:41.396Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"type":"file-history-snapshot","messageId":"e4365f50-9728-4a9b-802e-4fb7e7e9dfc8","snapshot":{"messageId":"336f24ea-7f5c-4961-aead-d34be10ab9c1","trackedFileBackups":{"explain/rag/chunker.go":{"backupFileName":null,"version":1,"backupTime":"2026-04-07T12:46:10.523Z"},"explain/rag/index.go":{"backupFileName":null,"version":1,"backupTime":"2026-04-07T12:46:11.775Z"},"explain/rag/middleware.go":{"backupFileName":null,"version":1,"backupTime":"2026-04-07T12:46:20.232Z"},"explain/cmd/index/main.go":{"backupFileName":null,"version":1,"backupTime":"2026-04-07T13:08:27.932Z"},"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v1","version":1,"backupTime":"2026-04-07T13:08:49.685Z"}},"timestamp":"2026-04-07T12:42:05.013Z"},"isSnapshotUpdate":true} +{"parentUuid":"e4365f50-9728-4a9b-802e-4fb7e7e9dfc8","isSidechain":false,"promptId":"9b8d63e4-7b09-4373-a93d-446a31dff59c","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RtcMkMu4tfYLM7YQppcmfM","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go has been updated successfully."}]},"uuid":"bae41c17-5b78-4d8e-9b4a-5f398a30b473","timestamp":"2026-04-07T13:08:49.688Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go","oldString":"package main\n\nimport (\n\t\"flag\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"os\"\n\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\ntype mcpServerConfig struct {\n\tName string `yaml:\"name\"`\n\tURL string `yaml:\"url\"`\n\tAuthorizationToken string `yaml:\"authorization_token\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n}\n\nfunc main() {\n\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n\tflag.Parse()\n\n\tcfg, err := loadConfig(*configPath)\n\tif err != nil {\n\t\tlog.Fatalf(\"load config: %v\", err)\n\t}\n\n\tif cfg.APIKey == \"\" {\n\t\tlog.Fatal(\"api_key is required in config\")\n\t}\n\tif cfg.Listen == \"\" {\n\t\tcfg.Listen = \":8080\"\n\t}\n\tif cfg.Provider == \"\" {\n\t\tcfg.Provider = \"anthropic\"\n\t}\n\n\tp, err := newProvider(cfg)\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})\n\n\tmux := http.NewServeMux()\n\tmux.Handle(\"/api/ai/chat\", handler)\n\n\tlog.Printf(\"listening on %s\", cfg.Listen)\n\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n\t\tlog.Fatal(err)\n\t}\n}\n\nfunc loadConfig(path string) (*config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n\t}\n\tvar cfg config\n\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n\t}\n\treturn &cfg, nil\n}\n\nfunc newProvider(cfg *config) (explain.Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\tvar mcpServers []explain.McpServer\n\t\tfor _, m := range cfg.McpServers {\n\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n\t\t\t\tName: m.Name,\n\t\t\t\tURL: m.URL,\n\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n\t\t\t})\n\t\t}\n\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t\tMcpServers: mcpServers,\n\t\t}), nil\n\tcase \"openai\":\n\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t}), nil\n\tcase \"dify\":\n\t\tif cfg.BaseURL == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n\t\t}\n\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tBaseURL: cfg.BaseURL,\n\t\t}), nil\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n\t}\n}","newString":"package main\n\nimport (\n\t\"flag\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"os\"\n\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n\t\"github.com/netbirdio/netbird/explain/rag\"\n)\n\ntype mcpServerConfig struct {\n\tName string `yaml:\"name\"`\n\tURL string `yaml:\"url\"`\n\tAuthorizationToken string `yaml:\"authorization_token\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n}\n\nfunc main() {\n\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n\tflag.Parse()\n\n\tcfg, err := loadConfig(*configPath)\n\tif err != nil {\n\t\tlog.Fatalf(\"load config: %v\", err)\n\t}\n\n\tif cfg.APIKey == \"\" {\n\t\tlog.Fatal(\"api_key is required in config\")\n\t}\n\tif cfg.Listen == \"\" {\n\t\tcfg.Listen = \":8080\"\n\t}\n\tif cfg.Provider == \"\" {\n\t\tcfg.Provider = \"anthropic\"\n\t}\n\n\tp, err := newProvider(cfg)\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})\n\n\tmux := http.NewServeMux()\n\tmux.Handle(\"/api/ai/chat\", handler)\n\n\tlog.Printf(\"listening on %s\", cfg.Listen)\n\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n\t\tlog.Fatal(err)\n\t}\n}\n\nfunc loadConfig(path string) (*config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n\t}\n\tvar cfg config\n\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n\t}\n\treturn &cfg, nil\n}\n\nfunc newProvider(cfg *config) (explain.Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\tvar mcpServers []explain.McpServer\n\t\tfor _, m := range cfg.McpServers {\n\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n\t\t\t\tName: m.Name,\n\t\t\t\tURL: m.URL,\n\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n\t\t\t})\n\t\t}\n\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t\tMcpServers: mcpServers,\n\t\t}), nil\n\tcase \"openai\":\n\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t}), nil\n\tcase \"dify\":\n\t\tif cfg.BaseURL == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n\t\t}\n\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tBaseURL: cfg.BaseURL,\n\t\t}), nil\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n\t}\n}","originalFile":"package main\n\nimport (\n\t\"flag\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"os\"\n\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\ntype mcpServerConfig struct {\n\tName string `yaml:\"name\"`\n\tURL string `yaml:\"url\"`\n\tAuthorizationToken string `yaml:\"authorization_token\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n}\n\nfunc main() {\n\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n\tflag.Parse()\n\n\tcfg, err := loadConfig(*configPath)\n\tif err != nil {\n\t\tlog.Fatalf(\"load config: %v\", err)\n\t}\n\n\tif cfg.APIKey == \"\" {\n\t\tlog.Fatal(\"api_key is required in config\")\n\t}\n\tif cfg.Listen == \"\" {\n\t\tcfg.Listen = \":8080\"\n\t}\n\tif cfg.Provider == \"\" {\n\t\tcfg.Provider = \"anthropic\"\n\t}\n\n\tp, err := newProvider(cfg)\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})\n\n\tmux := http.NewServeMux()\n\tmux.Handle(\"/api/ai/chat\", handler)\n\n\tlog.Printf(\"listening on %s\", cfg.Listen)\n\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n\t\tlog.Fatal(err)\n\t}\n}\n\nfunc loadConfig(path string) (*config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n\t}\n\tvar cfg config\n\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n\t}\n\treturn &cfg, nil\n}\n\nfunc newProvider(cfg *config) (explain.Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\tvar mcpServers []explain.McpServer\n\t\tfor _, m := range cfg.McpServers {\n\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n\t\t\t\tName: m.Name,\n\t\t\t\tURL: m.URL,\n\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n\t\t\t})\n\t\t}\n\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t\tMcpServers: mcpServers,\n\t\t}), nil\n\tcase \"openai\":\n\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t}), nil\n\tcase \"dify\":\n\t\tif cfg.BaseURL == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n\t\t}\n\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tBaseURL: cfg.BaseURL,\n\t\t}), nil\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n\t}\n}","structuredPatch":[{"oldStart":10,"oldLines":6,"newStart":10,"newLines":7,"lines":[" \"gopkg.in/yaml.v3\""," "," \"github.com/netbirdio/netbird/explain\"","+ \"github.com/netbirdio/netbird/explain/rag\""," )"," "," type mcpServerConfig struct {"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"e4365f50-9728-4a9b-802e-4fb7e7e9dfc8","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"bae41c17-5b78-4d8e-9b4a-5f398a30b473","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Fn6eKKa6oRxH3vjYp9PR4o","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015GYaNV4wvPmPmJYqJM8RLU","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go","old_string":"type config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n}","new_string":"type ragConfig struct {\n\tIndexPath string `yaml:\"index_path\"`\n\tTopK int `yaml:\"top_k\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n\tRAG ragConfig `yaml:\"rag\"`\n}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":254,"cache_read_input_tokens":54053,"output_tokens":394,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":254,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpTsJfHhvmycRgnt3PSV","type":"assistant","uuid":"9c33ca98-d892-45e5-88f6-9fb148254b64","timestamp":"2026-04-07T13:09:00.113Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"9c33ca98-d892-45e5-88f6-9fb148254b64","isSidechain":false,"promptId":"9b8d63e4-7b09-4373-a93d-446a31dff59c","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015GYaNV4wvPmPmJYqJM8RLU","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go has been updated successfully."}]},"uuid":"09878410-fc32-4f23-b852-303228b986e3","timestamp":"2026-04-07T13:09:13.092Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go","oldString":"type config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n}","newString":"type ragConfig struct {\n\tIndexPath string `yaml:\"index_path\"`\n\tTopK int `yaml:\"top_k\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n\tRAG ragConfig `yaml:\"rag\"`\n}","originalFile":"package main\n\nimport (\n\t\"flag\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"os\"\n\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n\t\"github.com/netbirdio/netbird/explain/rag\"\n)\n\ntype mcpServerConfig struct {\n\tName string `yaml:\"name\"`\n\tURL string `yaml:\"url\"`\n\tAuthorizationToken string `yaml:\"authorization_token\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n}\n\nfunc main() {\n\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n\tflag.Parse()\n\n\tcfg, err := loadConfig(*configPath)\n\tif err != nil {\n\t\tlog.Fatalf(\"load config: %v\", err)\n\t}\n\n\tif cfg.APIKey == \"\" {\n\t\tlog.Fatal(\"api_key is required in config\")\n\t}\n\tif cfg.Listen == \"\" {\n\t\tcfg.Listen = \":8080\"\n\t}\n\tif cfg.Provider == \"\" {\n\t\tcfg.Provider = \"anthropic\"\n\t}\n\n\tp, err := newProvider(cfg)\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})\n\n\tmux := http.NewServeMux()\n\tmux.Handle(\"/api/ai/chat\", handler)\n\n\tlog.Printf(\"listening on %s\", cfg.Listen)\n\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n\t\tlog.Fatal(err)\n\t}\n}\n\nfunc loadConfig(path string) (*config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n\t}\n\tvar cfg config\n\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n\t}\n\treturn &cfg, nil\n}\n\nfunc newProvider(cfg *config) (explain.Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\tvar mcpServers []explain.McpServer\n\t\tfor _, m := range cfg.McpServers {\n\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n\t\t\t\tName: m.Name,\n\t\t\t\tURL: m.URL,\n\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n\t\t\t})\n\t\t}\n\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t\tMcpServers: mcpServers,\n\t\t}), nil\n\tcase \"openai\":\n\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t}), nil\n\tcase \"dify\":\n\t\tif cfg.BaseURL == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n\t\t}\n\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tBaseURL: cfg.BaseURL,\n\t\t}), nil\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n\t}\n}","structuredPatch":[{"oldStart":19,"oldLines":6,"newStart":19,"newLines":11,"lines":[" AuthorizationToken string `yaml:\"authorization_token\"`"," }"," ","+type ragConfig struct {","+ IndexPath string `yaml:\"index_path\"`","+ TopK int `yaml:\"top_k\"`","+}","+"," type config struct {"," Listen string `yaml:\"listen\"`"," BearerToken string `yaml:\"bearer_token\"`"]},{"oldStart":28,"oldLines":6,"newStart":33,"newLines":7,"lines":[" BaseURL string `yaml:\"base_url\"`"," SystemPrompt string `yaml:\"system_prompt\"`"," McpServers []mcpServerConfig `yaml:\"mcp_servers\"`","+ RAG ragConfig `yaml:\"rag\"`"," }"," "," func main() {"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"9c33ca98-d892-45e5-88f6-9fb148254b64","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"09878410-fc32-4f23-b852-303228b986e3","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01MTFB5GYMrPyU8hwd9LKZo6","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_018FuQJBQxG7xyu6tsgoFv9y","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go","old_string":"\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})","new_string":"\tvar middlewares []explain.Middleware\n\tif cfg.RAG.IndexPath != \"\" {\n\t\tmiddlewares = append(middlewares, rag.NewMiddleware(rag.MiddlewareConfig{\n\t\t\tIndexPath: cfg.RAG.IndexPath,\n\t\t\tTopK: cfg.RAG.TopK,\n\t\t}))\n\t\tlog.Printf(\"RAG enabled: index=%s top_k=%d\", cfg.RAG.IndexPath, cfg.RAG.TopK)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tMiddlewares: middlewares,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":457,"cache_read_input_tokens":54307,"output_tokens":359,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":457,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpTu7BH6rGWR6c6xWNx7","type":"assistant","uuid":"78ddc83e-8586-46ad-a056-1768d06df812","timestamp":"2026-04-07T13:09:24.519Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"78ddc83e-8586-46ad-a056-1768d06df812","isSidechain":false,"promptId":"9b8d63e4-7b09-4373-a93d-446a31dff59c","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018FuQJBQxG7xyu6tsgoFv9y","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go has been updated successfully."}]},"uuid":"9b8c6dbe-bfca-4af2-8132-4fc3dd8271a3","timestamp":"2026-04-07T13:09:36.747Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/main.go","oldString":"package main\n\nimport (\n\t\"flag\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"os\"\n\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n\t\"github.com/netbirdio/netbird/explain/rag\"\n)\n\ntype mcpServerConfig struct {\n\tName string `yaml:\"name\"`\n\tURL string `yaml:\"url\"`\n\tAuthorizationToken string `yaml:\"authorization_token\"`\n}\n\ntype ragConfig struct {\n\tIndexPath string `yaml:\"index_path\"`\n\tTopK int `yaml:\"top_k\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n\tRAG ragConfig `yaml:\"rag\"`\n}\n\nfunc main() {\n\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n\tflag.Parse()\n\n\tcfg, err := loadConfig(*configPath)\n\tif err != nil {\n\t\tlog.Fatalf(\"load config: %v\", err)\n\t}\n\n\tif cfg.APIKey == \"\" {\n\t\tlog.Fatal(\"api_key is required in config\")\n\t}\n\tif cfg.Listen == \"\" {\n\t\tcfg.Listen = \":8080\"\n\t}\n\tif cfg.Provider == \"\" {\n\t\tcfg.Provider = \"anthropic\"\n\t}\n\n\tp, err := newProvider(cfg)\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})\n\n\tmux := http.NewServeMux()\n\tmux.Handle(\"/api/ai/chat\", handler)\n\n\tlog.Printf(\"listening on %s\", cfg.Listen)\n\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n\t\tlog.Fatal(err)\n\t}\n}\n\nfunc loadConfig(path string) (*config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n\t}\n\tvar cfg config\n\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n\t}\n\treturn &cfg, nil\n}\n\nfunc newProvider(cfg *config) (explain.Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\tvar mcpServers []explain.McpServer\n\t\tfor _, m := range cfg.McpServers {\n\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n\t\t\t\tName: m.Name,\n\t\t\t\tURL: m.URL,\n\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n\t\t\t})\n\t\t}\n\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t\tMcpServers: mcpServers,\n\t\t}), nil\n\tcase \"openai\":\n\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t}), nil\n\tcase \"dify\":\n\t\tif cfg.BaseURL == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n\t\t}\n\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tBaseURL: cfg.BaseURL,\n\t\t}), nil\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n\t}\n}","newString":"package main\n\nimport (\n\t\"flag\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"os\"\n\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n\t\"github.com/netbirdio/netbird/explain/rag\"\n)\n\ntype mcpServerConfig struct {\n\tName string `yaml:\"name\"`\n\tURL string `yaml:\"url\"`\n\tAuthorizationToken string `yaml:\"authorization_token\"`\n}\n\ntype ragConfig struct {\n\tIndexPath string `yaml:\"index_path\"`\n\tTopK int `yaml:\"top_k\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n\tRAG ragConfig `yaml:\"rag\"`\n}\n\nfunc main() {\n\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n\tflag.Parse()\n\n\tcfg, err := loadConfig(*configPath)\n\tif err != nil {\n\t\tlog.Fatalf(\"load config: %v\", err)\n\t}\n\n\tif cfg.APIKey == \"\" {\n\t\tlog.Fatal(\"api_key is required in config\")\n\t}\n\tif cfg.Listen == \"\" {\n\t\tcfg.Listen = \":8080\"\n\t}\n\tif cfg.Provider == \"\" {\n\t\tcfg.Provider = \"anthropic\"\n\t}\n\n\tp, err := newProvider(cfg)\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\tvar middlewares []explain.Middleware\n\tif cfg.RAG.IndexPath != \"\" {\n\t\tmiddlewares = append(middlewares, rag.NewMiddleware(rag.MiddlewareConfig{\n\t\t\tIndexPath: cfg.RAG.IndexPath,\n\t\t\tTopK: cfg.RAG.TopK,\n\t\t}))\n\t\tlog.Printf(\"RAG enabled: index=%s top_k=%d\", cfg.RAG.IndexPath, cfg.RAG.TopK)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tMiddlewares: middlewares,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})\n\n\tmux := http.NewServeMux()\n\tmux.Handle(\"/api/ai/chat\", handler)\n\n\tlog.Printf(\"listening on %s\", cfg.Listen)\n\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n\t\tlog.Fatal(err)\n\t}\n}\n\nfunc loadConfig(path string) (*config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n\t}\n\tvar cfg config\n\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n\t}\n\treturn &cfg, nil\n}\n\nfunc newProvider(cfg *config) (explain.Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\tvar mcpServers []explain.McpServer\n\t\tfor _, m := range cfg.McpServers {\n\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n\t\t\t\tName: m.Name,\n\t\t\t\tURL: m.URL,\n\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n\t\t\t})\n\t\t}\n\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t\tMcpServers: mcpServers,\n\t\t}), nil\n\tcase \"openai\":\n\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t}), nil\n\tcase \"dify\":\n\t\tif cfg.BaseURL == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n\t\t}\n\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tBaseURL: cfg.BaseURL,\n\t\t}), nil\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n\t}\n}","originalFile":"package main\n\nimport (\n\t\"flag\"\n\t\"fmt\"\n\t\"log\"\n\t\"net/http\"\n\t\"os\"\n\n\t\"gopkg.in/yaml.v3\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n\t\"github.com/netbirdio/netbird/explain/rag\"\n)\n\ntype mcpServerConfig struct {\n\tName string `yaml:\"name\"`\n\tURL string `yaml:\"url\"`\n\tAuthorizationToken string `yaml:\"authorization_token\"`\n}\n\ntype ragConfig struct {\n\tIndexPath string `yaml:\"index_path\"`\n\tTopK int `yaml:\"top_k\"`\n}\n\ntype config struct {\n\tListen string `yaml:\"listen\"`\n\tBearerToken string `yaml:\"bearer_token\"`\n\tProvider string `yaml:\"provider\"`\n\tAPIKey string `yaml:\"api_key\"`\n\tModel string `yaml:\"model\"`\n\tBaseURL string `yaml:\"base_url\"`\n\tSystemPrompt string `yaml:\"system_prompt\"`\n\tMcpServers []mcpServerConfig `yaml:\"mcp_servers\"`\n\tRAG ragConfig `yaml:\"rag\"`\n}\n\nfunc main() {\n\tconfigPath := flag.String(\"config\", \"config.yaml\", \"path to YAML config file\")\n\tflag.Parse()\n\n\tcfg, err := loadConfig(*configPath)\n\tif err != nil {\n\t\tlog.Fatalf(\"load config: %v\", err)\n\t}\n\n\tif cfg.APIKey == \"\" {\n\t\tlog.Fatal(\"api_key is required in config\")\n\t}\n\tif cfg.Listen == \"\" {\n\t\tcfg.Listen = \":8080\"\n\t}\n\tif cfg.Provider == \"\" {\n\t\tcfg.Provider = \"anthropic\"\n\t}\n\n\tp, err := newProvider(cfg)\n\tif err != nil {\n\t\tlog.Fatal(err)\n\t}\n\n\thandler := explain.NewHandler(explain.Config{\n\t\tProvider: p,\n\t\tBearerToken: cfg.BearerToken,\n\t\tSystemPrompt: cfg.SystemPrompt,\n\t})\n\n\tmux := http.NewServeMux()\n\tmux.Handle(\"/api/ai/chat\", handler)\n\n\tlog.Printf(\"listening on %s\", cfg.Listen)\n\tif err := http.ListenAndServe(cfg.Listen, mux); err != nil {\n\t\tlog.Fatal(err)\n\t}\n}\n\nfunc loadConfig(path string) (*config, error) {\n\tdata, err := os.ReadFile(path)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"read %s: %w\", path, err)\n\t}\n\tvar cfg config\n\tif err := yaml.Unmarshal(data, &cfg); err != nil {\n\t\treturn nil, fmt.Errorf(\"parse %s: %w\", path, err)\n\t}\n\treturn &cfg, nil\n}\n\nfunc newProvider(cfg *config) (explain.Provider, error) {\n\tswitch cfg.Provider {\n\tcase \"anthropic\":\n\t\tvar mcpServers []explain.McpServer\n\t\tfor _, m := range cfg.McpServers {\n\t\t\tmcpServers = append(mcpServers, explain.McpServer{\n\t\t\t\tName: m.Name,\n\t\t\t\tURL: m.URL,\n\t\t\t\tAuthorizationToken: m.AuthorizationToken,\n\t\t\t})\n\t\t}\n\t\treturn explain.NewAnthropicProvider(explain.AnthropicConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t\tMcpServers: mcpServers,\n\t\t}), nil\n\tcase \"openai\":\n\t\treturn explain.NewOpenAIProvider(explain.OpenAIConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tModel: cfg.Model,\n\t\t}), nil\n\tcase \"dify\":\n\t\tif cfg.BaseURL == \"\" {\n\t\t\treturn nil, fmt.Errorf(\"base_url is required for the dify provider\")\n\t\t}\n\t\treturn explain.NewDifyProvider(explain.DifyConfig{\n\t\t\tAPIKey: cfg.APIKey,\n\t\t\tBaseURL: cfg.BaseURL,\n\t\t}), nil\n\tdefault:\n\t\treturn nil, fmt.Errorf(\"unknown provider: %s\", cfg.Provider)\n\t}\n}","structuredPatch":[{"oldStart":60,"oldLines":8,"newStart":60,"newLines":18,"lines":[" log.Fatal(err)"," }"," ","+ var middlewares []explain.Middleware","+ if cfg.RAG.IndexPath != \"\" {","+ middlewares = append(middlewares, rag.NewMiddleware(rag.MiddlewareConfig{","+ IndexPath: cfg.RAG.IndexPath,","+ TopK: cfg.RAG.TopK,","+ }))","+ log.Printf(\"RAG enabled: index=%s top_k=%d\", cfg.RAG.IndexPath, cfg.RAG.TopK)","+ }","+"," handler := explain.NewHandler(explain.Config{"," Provider: p,","+ Middlewares: middlewares,"," BearerToken: cfg.BearerToken,"," SystemPrompt: cfg.SystemPrompt,"," })"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"78ddc83e-8586-46ad-a056-1768d06df812","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"9b8c6dbe-bfca-4af2-8132-4fc3dd8271a3","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AucBZxtHZiYnfwC7vxPF7q","type":"message","role":"assistant","content":[{"type":"text","text":"Now update the config.yaml with RAG 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Let me verify with a quick test — index some docs and search."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":116,"cache_read_input_tokens":56061,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":116},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpU2wb3SRtJYDah5sFgs","type":"assistant","uuid":"c5800f91-302a-4d81-b4e3-3c49a69f56a8","timestamp":"2026-04-07T13:11:08.801Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"c5800f91-302a-4d81-b4e3-3c49a69f56a8","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_018qUwVyfGD1xG6XQUvFEsEx","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01RGCMY4ukbrZzz9LpyK3KNm","name":"Bash","input":{"command":"go run ./explain/cmd/index -docs /Users/misha/Documents/GolandProjects/netbird/netbird/explain -index /tmp/test-docs.bleve 2>&1","description":"Test indexer on explain dir itself","timeout":30000},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":116,"cache_read_input_tokens":56061,"output_tokens":155,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":116,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpU2wb3SRtJYDah5sFgs","type":"assistant","uuid":"c5760e70-9947-4d20-bc79-9434d46cd1b0","timestamp":"2026-04-07T13:11:09.787Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"c5760e70-9947-4d20-bc79-9434d46cd1b0","isSidechain":false,"promptId":"9b8d63e4-7b09-4373-a93d-446a31dff59c","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01RGCMY4ukbrZzz9LpyK3KNm","type":"tool_result","content":"2026/04/07 15:12:01 chunking markdown files in /Users/misha/Documents/GolandProjects/netbird/netbird/explain ...\n2026/04/07 15:12:01 found 0 chunks\n2026/04/07 15:12:01 building index at /tmp/test-docs.bleve ...\n2026/04/07 15:12:01 indexed 0 documents","is_error":false}]},"uuid":"d1b80cac-104a-4a31-b455-1afb402d2196","timestamp":"2026-04-07T13:12:01.185Z","toolUseResult":{"stdout":"2026/04/07 15:12:01 chunking markdown files in /Users/misha/Documents/GolandProjects/netbird/netbird/explain ...\n2026/04/07 15:12:01 found 0 chunks\n2026/04/07 15:12:01 building index at /tmp/test-docs.bleve ...\n2026/04/07 15:12:01 indexed 0 documents","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"c5760e70-9947-4d20-bc79-9434d46cd1b0","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"d1b80cac-104a-4a31-b455-1afb402d2196","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01VpKui3Ux5ubZwLY1GYh48N","type":"message","role":"assistant","content":[{"type":"text","text":"No `.md` files there, as expected. Let me try on the repo's own docs if any exist, or just on some markdown files."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":271,"cache_read_input_tokens":56177,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":271},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpU74GF8BDfLDL5LMueN","type":"assistant","uuid":"55bc9f49-734f-422d-bd63-acc4fe468db5","timestamp":"2026-04-07T13:12:04.480Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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doc files. Let me build the index and test it."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":341,"cache_read_input_tokens":58737,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":341},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpURACw6ptbqn44vNyLJ","type":"assistant","uuid":"639ba56c-1cdc-4fc9-bec3-0df45e167b72","timestamp":"2026-04-07T13:16:10.165Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"639ba56c-1cdc-4fc9-bec3-0df45e167b72","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01MoqGWsaHprzuSNRk5KkLzv","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019QXG58j4yn2tk2huXubUeL","name":"Bash","input":{"command":"rm -rf /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/docs.bleve && go run ./explain/cmd/index -docs /Users/misha/Documents/GolandProjects/netbird/docs/src/pages -index /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/docs.bleve 2>&1","description":"Index actual docs","timeout":30000},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":341,"cache_read_input_tokens":58737,"output_tokens":198,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":341,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpURACw6ptbqn44vNyLJ","type":"assistant","uuid":"af156c6b-72a6-45d0-9f99-f8b2f921322c","timestamp":"2026-04-07T13:16:11.494Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"af156c6b-72a6-45d0-9f99-f8b2f921322c","isSidechain":false,"promptId":"6885add0-ee5f-4fd3-9c55-3f561bee17db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019QXG58j4yn2tk2huXubUeL","type":"tool_result","content":"2026/04/07 15:16:15 chunking markdown files in /Users/misha/Documents/GolandProjects/netbird/docs/src/pages ...\n2026/04/07 15:16:15 found 3203 chunks\n2026/04/07 15:16:15 building index at /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/docs.bleve ...\n2026/04/07 15:16:15 indexed 3203 documents","is_error":false}]},"uuid":"595ff781-f0ae-4c0c-87ca-1f035e56e02f","timestamp":"2026-04-07T13:16:15.729Z","toolUseResult":{"stdout":"2026/04/07 15:16:15 chunking markdown files in /Users/misha/Documents/GolandProjects/netbird/docs/src/pages ...\n2026/04/07 15:16:15 found 3203 chunks\n2026/04/07 15:16:15 building index at /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/docs.bleve ...\n2026/04/07 15:16:15 indexed 3203 documents","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"af156c6b-72a6-45d0-9f99-f8b2f921322c","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"595ff781-f0ae-4c0c-87ca-1f035e56e02f","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01V4wAgfg881eDMSgrGFKCQn","type":"message","role":"assistant","content":[{"type":"text","text":"3203 chunks indexed. Quick search test:"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":335,"cache_read_input_tokens":59078,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":335},"output_tokens":7,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpURpHPtpWV8wZdQqGWs","type":"assistant","uuid":"81a7ec33-e0b5-4397-9d4f-1136536aa24e","timestamp":"2026-04-07T13:16:18.369Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"81a7ec33-e0b5-4397-9d4f-1136536aa24e","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01V4wAgfg881eDMSgrGFKCQn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_013pBgKsqa8fdo4RQDFAvJvc","name":"Bash","input":{"command":"cat > /tmp/searchtest2.go << 'EOF'\npackage main\n\nimport (\n\t\"fmt\"\n\t\"log\"\n\t\"github.com/netbirdio/netbird/explain/rag\"\n)\n\nfunc main() {\n\tidx := \"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/docs.bleve\"\n\tfor _, q := range []string{\"access control policies\", \"how to setup TOTP\", \"DNS settings\"} {\n\t\tfmt.Printf(\"=== %s ===\\n\", q)\n\t\tresults, err := rag.Search(idx, q, 3)\n\t\tif err != nil { log.Fatal(err) }\n\t\tfor _, r := range results {\n\t\t\tfmt.Printf(\" %.2f %s | %s\\n\", r.Score, r.Source, r.Heading)\n\t\t}\n\t\tfmt.Println()\n\t}\n}\nEOF\ngo run /tmp/searchtest2.go 2>&1","description":"Test search against real docs","timeout":30000},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":335,"cache_read_input_tokens":59078,"output_tokens":341,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":335,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpURpHPtpWV8wZdQqGWs","type":"assistant","uuid":"b443c736-e2d5-411d-a39d-209e89e610a1","timestamp":"2026-04-07T13:16:21.411Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"b443c736-e2d5-411d-a39d-209e89e610a1","isSidechain":false,"promptId":"6885add0-ee5f-4fd3-9c55-3f561bee17db","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_013pBgKsqa8fdo4RQDFAvJvc","type":"tool_result","content":"=== access control policies ===\n 1.94 manage/access-control/manage-network-access.mdx | Managing Policies\n 1.48 manage/control-center/index.mdx | Related docs\n 1.37 manage/control-center/index.mdx | Editing policies from the graph\n\n=== how to setup TOTP ===\n 0.24 ipa/resources/setup-keys.mdx | \n 0.21 selfhosted/environment-variables.mdx | Basic Setup\n 0.21 selfhosted/external-reverse-proxy.mdx | Quick Setup\n\n=== DNS settings ===\n 2.49 manage/dns/dns-settings.mdx | Configuring DNS Settings\n 1.92 manage/dns/troubleshooting.mdx | Related Documentation\n 1.90 manage/dns/dns-settings.mdx | API Configuration","is_error":false}]},"uuid":"7b5522f9-aded-49d7-94de-a01fcedd5613","timestamp":"2026-04-07T13:16:26.584Z","toolUseResult":{"stdout":"=== access control policies ===\n 1.94 manage/access-control/manage-network-access.mdx | Managing Policies\n 1.48 manage/control-center/index.mdx | Related docs\n 1.37 manage/control-center/index.mdx | Editing policies from the graph\n\n=== how to setup TOTP ===\n 0.24 ipa/resources/setup-keys.mdx | \n 0.21 selfhosted/environment-variables.mdx | Basic Setup\n 0.21 selfhosted/external-reverse-proxy.mdx | Quick Setup\n\n=== DNS settings ===\n 2.49 manage/dns/dns-settings.mdx | Configuring DNS Settings\n 1.92 manage/dns/troubleshooting.mdx | Related Documentation\n 1.90 manage/dns/dns-settings.mdx | API Configuration","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"b443c736-e2d5-411d-a39d-209e89e610a1","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"7b5522f9-aded-49d7-94de-a01fcedd5613","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01GdNFjner8Us8HtQwHWZYVs","type":"message","role":"assistant","content":[{"type":"text","text":"Working well — \"access control policies\" hits the policies page, \"DNS settings\" hits the DNS docs directly. TOTP is weaker since it's new/sparse in the docs, but that's expected.\n\nThe index lives at `explain/cmd/docs.bleve`. Your config already points to it. You can now run the server and queries will be enriched with doc context automatically:\n\n```bash\ngo run ./explain/cmd -config ./explain/cmd/config.yaml\n```\n\nTo re-index after docs changes:\n```bash\ngo run ./explain/cmd/index -docs ../docs/src/pages -index ./explain/cmd/docs.bleve\n```"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":563,"cache_read_input_tokens":59413,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":563},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpUSqveUg9jZDCTXJzVx","type":"assistant","uuid":"becf6cc5-888b-40b2-bd54-04c6b325d85b","timestamp":"2026-04-07T13:16:37.284Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"becf6cc5-888b-40b2-bd54-04c6b325d85b","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks claude-code stop","durationMs":4367}],"hookErrors":[],"preventedContinuation":false,"stopReason":"","hasOutput":true,"level":"suggestion","timestamp":"2026-04-07T13:16:41.893Z","uuid":"0b5b3cdf-0bd0-4a95-8399-1378f6ff0dfa","toolUseID":"a87fc173-3ca3-4d55-bba8-980f95589db7","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"0b5b3cdf-0bd0-4a95-8399-1378f6ff0dfa","isSidechain":false,"type":"system","subtype":"turn_duration","durationMs":32444,"messageCount":191,"timestamp":"2026-04-07T13:16:41.894Z","uuid":"100f97ab-ecf1-4267-b6fe-4e17a2fc8b38","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"100f97ab-ecf1-4267-b6fe-4e17a2fc8b38","isSidechain":false,"promptId":"f340e060-bd26-42cc-ab11-8d6fa87234f6","type":"user","message":{"role":"user","content":"how do I see that my query hits certain pages? can we add logs?"},"uuid":"b42b0000-0455-4f7c-a303-c404ab88a97a","timestamp":"2026-04-07T13:38:21.522Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"b42b0000-0455-4f7c-a303-c404ab88a97a","snapshot":{"messageId":"b42b0000-0455-4f7c-a303-c404ab88a97a","trackedFileBackups":{"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/cmd/index/main.go":{"backupFileName":"38e5cc6a115c0feb@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/rag/index.go":{"backupFileName":"485d199d93b7ab8a@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/rag/middleware.go":{"backupFileName":"45e6082aa6904703@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/rag/chunker.go":{"backupFileName":"174926882b03a81e@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"/tmp/searchtest.go":{"backupFileName":"564210192d906466@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/cmd/config.yaml":{"backupFileName":"9a0d882dd5ddbae9@v3","version":3,"backupTime":"2026-04-07T13:38:23.483Z"}},"timestamp":"2026-04-07T13:38:23.483Z"},"isSnapshotUpdate":false} +{"parentUuid":"b42b0000-0455-4f7c-a303-c404ab88a97a","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01NCJvStSJLJJisM3z6FVbAq","type":"message","role":"assistant","content":[{"type":"text","text":"\n\nSure, let me add logging to the RAG middleware so you can see which chunks are retrieved for each query."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":517,"cache_read_input_tokens":59976,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":517},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpW7h8GHvQCs8L3MKVAi","type":"assistant","uuid":"8e725159-383f-4965-aa73-ee7f69d07048","timestamp":"2026-04-07T13:38:26.600Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"8e725159-383f-4965-aa73-ee7f69d07048","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01NCJvStSJLJJisM3z6FVbAq","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016BCgbYtGsvyB3S6WHEYjpL","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go","old_string":"\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"rag search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\treturn next(ctx, messages)\n\t\t}","new_string":"\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[rag] search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\tlog.Printf(\"[rag] query=%q no results found\", query)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tlog.Printf(\"[rag] query=%q matched %d chunks:\", query, len(results))\n\t\tfor i, r := range results {\n\t\t\tlog.Printf(\"[rag] %d. score=%.2f %s | %s\", i+1, r.Score, r.Source, r.Heading)\n\t\t}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":517,"cache_read_input_tokens":59976,"output_tokens":387,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":517,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpW7h8GHvQCs8L3MKVAi","type":"assistant","uuid":"fb7626b9-d587-4aa5-b2b8-7c735152b920","timestamp":"2026-04-07T13:38:29.871Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"fb7626b9-d587-4aa5-b2b8-7c735152b920","isSidechain":false,"promptId":"f340e060-bd26-42cc-ab11-8d6fa87234f6","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016BCgbYtGsvyB3S6WHEYjpL","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go has been updated successfully."}]},"uuid":"2629c77f-4eaa-4e79-887f-f89b0dc45684","timestamp":"2026-04-07T13:38:44.966Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go","oldString":"package rag\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"strings\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\n// MiddlewareConfig configures the RAG middleware.\ntype MiddlewareConfig struct {\n\t// IndexPath is the path to the bleve index directory.\n\tIndexPath string\n\t// TopK is the number of chunks to retrieve per query.\n\tTopK int\n}\n\n// NewMiddleware returns an explain.Middleware that enriches messages with\n// relevant documentation chunks retrieved via BM25 full-text search.\nfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n\ttopK := cfg.TopK\n\tif topK <= 0 {\n\t\ttopK = 5\n\t}\n\n\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"rag search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn b.String()\n}","newString":"package rag\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"strings\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\n// MiddlewareConfig configures the RAG middleware.\ntype MiddlewareConfig struct {\n\t// IndexPath is the path to the bleve index directory.\n\tIndexPath string\n\t// TopK is the number of chunks to retrieve per query.\n\tTopK int\n}\n\n// NewMiddleware returns an explain.Middleware that enriches messages with\n// relevant documentation chunks retrieved via BM25 full-text search.\nfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n\ttopK := cfg.TopK\n\tif topK <= 0 {\n\t\ttopK = 5\n\t}\n\n\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[rag] search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\tlog.Printf(\"[rag] query=%q no results found\", query)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tlog.Printf(\"[rag] query=%q matched %d chunks:\", query, len(results))\n\t\tfor i, r := range results {\n\t\t\tlog.Printf(\"[rag] %d. score=%.2f %s | %s\", i+1, r.Score, r.Source, r.Heading)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn b.String()\n}","originalFile":"package rag\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"strings\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\n// MiddlewareConfig configures the RAG middleware.\ntype MiddlewareConfig struct {\n\t// IndexPath is the path to the bleve index directory.\n\tIndexPath string\n\t// TopK is the number of chunks to retrieve per query.\n\tTopK int\n}\n\n// NewMiddleware returns an explain.Middleware that enriches messages with\n// relevant documentation chunks retrieved via BM25 full-text search.\nfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n\ttopK := cfg.TopK\n\tif topK <= 0 {\n\t\ttopK = 5\n\t}\n\n\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"rag search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn b.String()\n}","structuredPatch":[{"oldStart":33,"oldLines":14,"newStart":33,"newLines":20,"lines":[" "," results, err := Search(cfg.IndexPath, query, topK)"," if err != nil {","- log.Printf(\"rag search error: %v\", err)","+ log.Printf(\"[rag] search error: %v\", err)"," return next(ctx, messages)"," }"," "," if len(results) == 0 {","+ log.Printf(\"[rag] query=%q no results found\", query)"," return next(ctx, messages)"," }"," ","+ log.Printf(\"[rag] query=%q matched %d chunks:\", query, len(results))","+ for i, r := range results {","+ log.Printf(\"[rag] %d. score=%.2f %s | %s\", i+1, r.Score, r.Source, r.Heading)","+ }","+"," contextMsg := explain.Message{"," Role: explain.RoleContext,"," Content: formatResults(results),"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"fb7626b9-d587-4aa5-b2b8-7c735152b920","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"2629c77f-4eaa-4e79-887f-f89b0dc45684","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Bi8GcNEzoDAtGV6rZ4UjVv","type":"message","role":"assistant","content":[{"type":"text","text":"Now when you run the server you'll see lines like:\n\n```\n[rag] query=\"how do DNS settings work?\" matched 5 chunks:\n[rag] 1. score=2.49 manage/dns/dns-settings.mdx | Configuring DNS Settings\n[rag] 2. score=1.92 manage/dns/troubleshooting.mdx | Related Documentation\n[rag] 3. score=1.90 manage/dns/dns-settings.mdx | API Configuration\n...\n```"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":565,"cache_read_input_tokens":60493,"output_tokens":125,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":565,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpW9eCi8stn2a1kHhWJj","type":"assistant","uuid":"35b1b823-0069-459d-8b69-17ca38b0e30b","timestamp":"2026-04-07T13:38:53.969Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"35b1b823-0069-459d-8b69-17ca38b0e30b","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks claude-code stop","durationMs":4044}],"hookErrors":[],"preventedContinuation":false,"stopReason":"","hasOutput":true,"level":"suggestion","timestamp":"2026-04-07T13:38:58.044Z","uuid":"35cdba62-c536-484b-ae39-0404ec730f34","toolUseID":"278676a4-6a03-43b4-bc52-626a8267dc5d","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"35cdba62-c536-484b-ae39-0404ec730f34","isSidechain":false,"promptId":"3a1bbe57-59da-4b89-b4f1-2c5858e74a35","type":"user","message":{"role":"user","content":"when running my server in Goland: [rag] search error: open index: cannot open index, path does not exist"},"uuid":"b4d38231-97e7-43e0-9abd-2ed1a34f477a","timestamp":"2026-04-07T13:40:15.861Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"b4d38231-97e7-43e0-9abd-2ed1a34f477a","snapshot":{"messageId":"b4d38231-97e7-43e0-9abd-2ed1a34f477a","trackedFileBackups":{"explain/rag/chunker.go":{"backupFileName":"174926882b03a81e@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/cmd/index/main.go":{"backupFileName":"38e5cc6a115c0feb@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/rag/index.go":{"backupFileName":"485d199d93b7ab8a@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"/tmp/searchtest.go":{"backupFileName":"564210192d906466@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/cmd/config.yaml":{"backupFileName":"9a0d882dd5ddbae9@v3","version":3,"backupTime":"2026-04-07T13:38:23.483Z"},"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/rag/middleware.go":{"backupFileName":"45e6082aa6904703@v3","version":3,"backupTime":"2026-04-07T13:40:18.156Z"}},"timestamp":"2026-04-07T13:40:18.157Z"},"isSnapshotUpdate":false} +{"parentUuid":"b4d38231-97e7-43e0-9abd-2ed1a34f477a","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01PrDKtesyQbpoDXfQ7CYU9r","type":"message","role":"assistant","content":[{"type":"text","text":"\n\nThe index path is relative and resolves from the working directory Goland uses (likely the project root), not from where `config.yaml` lives.\n\nEither use an absolute path in your config:"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":214,"cache_read_input_tokens":61058,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":214},"output_tokens":3,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpWG8vXLQ25TZ5ZyeNZ8","type":"assistant","uuid":"7007c843-1563-4a89-a5bf-ec936dcc1a5b","timestamp":"2026-04-07T13:40:21.785Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"36fa2c0a-ccab-46ce-baa6-56ba4a556820","isSidechain":false,"promptId":"3a1bbe57-59da-4b89-b4f1-2c5858e74a35","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01DV2b4gS7QnVBFqezM3Mzhr","type":"tool_result","content":"File unchanged since last read. The content from the earlier Read tool_result in this conversation is still current — refer to that instead of re-reading."}]},"uuid":"b51156c4-c57b-440f-9e83-ac80bfd38f02","timestamp":"2026-04-07T13:40:22.312Z","toolUseResult":{"type":"file_unchanged","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/config.yaml"}},"sourceToolAssistantUUID":"36fa2c0a-ccab-46ce-baa6-56ba4a556820","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"b51156c4-c57b-440f-9e83-ac80bfd38f02","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01NgdCZmWFRz3QLaDBAEUGyJ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01W7kkhEoE1nMY3e7FTQiXG8","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/config.yaml","old_string":" index_path: \"docs.bleve\"","new_string":" index_path: \"explain/cmd/docs.bleve\""},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":167,"cache_read_input_tokens":61272,"output_tokens":140,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":167,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpWHP7KyaiKkFjraJobK","type":"assistant","uuid":"567c5013-9c90-4705-b873-4a4004aa883c","timestamp":"2026-04-07T13:40:38.730Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"567c5013-9c90-4705-b873-4a4004aa883c","isSidechain":false,"promptId":"3a1bbe57-59da-4b89-b4f1-2c5858e74a35","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01W7kkhEoE1nMY3e7FTQiXG8","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/config.yaml has been updated successfully."}]},"uuid":"d7f7a8f0-4e43-4a34-a096-fe04bd25cedc","timestamp":"2026-04-07T13:40:41.993Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/config.yaml","oldString":"listen: \":3080\"\nprovider: anthropic\napi_key: REDACTED\nmodel: claude-sonnet-4-6\nbearer_token: \"\"\n\nrag:\n index_path: \"docs.bleve\"\n top_k: 5\n\nsystem_prompt: |\n You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n Your role is to help users understand features and UI elements in the NetBird dashboard.\n \n Guidelines:\n - Be concise and direct. Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.\n","newString":"listen: \":3080\"\nprovider: anthropic\napi_key: REDACTED\nmodel: claude-sonnet-4-6\nbearer_token: \"\"\n\nrag:\n index_path: \"explain/cmd/docs.bleve\"\n top_k: 5\n\nsystem_prompt: |\n You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n Your role is to help users understand features and UI elements in the NetBird dashboard.\n \n Guidelines:\n - Be concise and direct. Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.\n","originalFile":"listen: \":3080\"\nprovider: anthropic\napi_key: REDACTED\nmodel: claude-sonnet-4-6\nbearer_token: \"\"\n\nrag:\n index_path: \"docs.bleve\"\n top_k: 5\n\nsystem_prompt: |\n You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n Your role is to help users understand features and UI elements in the NetBird dashboard.\n \n Guidelines:\n - Be concise and direct. Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.\n\n","structuredPatch":[{"oldStart":5,"oldLines":7,"newStart":5,"newLines":7,"lines":[" bearer_token: \"\""," "," rag:","- index_path: \"docs.bleve\"","+ index_path: \"explain/cmd/docs.bleve\""," top_k: 5"," "," system_prompt: |"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"567c5013-9c90-4705-b873-4a4004aa883c","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"d7f7a8f0-4e43-4a34-a096-fe04bd25cedc","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01JtdR4asRDLXwvgH7Xpvg4R","type":"message","role":"assistant","content":[{"type":"text","text":"Goland's working directory defaults to the project root (`netbird/netbird/`), so `explain/cmd/docs.bleve` should resolve correctly now. Restart and it should pick it up."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":203,"cache_read_input_tokens":61439,"output_tokens":48,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":203,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpWHv2w3VMxuhcYPfn5B","type":"assistant","uuid":"8965b9b6-6243-42dc-b0d0-4be8e80f0df0","timestamp":"2026-04-07T13:40:47.596Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"8965b9b6-6243-42dc-b0d0-4be8e80f0df0","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire 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The content from the earlier Read tool_result in this conversation is still current — refer to that instead of re-reading."}]},"uuid":"34310187-96fc-4bde-ae14-cbdc52476be4","timestamp":"2026-04-07T14:00:32.746Z","toolUseResult":{"type":"file_unchanged","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/handler.go"}},"sourceToolAssistantUUID":"f1e4a417-4ae2-46cf-8db0-8c51f81c58a6","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"34310187-96fc-4bde-ae14-cbdc52476be4","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01TkM49KGXt1AKLJfTcdJ4hc","type":"message","role":"assistant","content":[{"type":"text","text":"The handler passes all messages (including `RoleContext`) straight to the provider. I'll filter those out before calling the chain."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":516,"cache_read_input_tokens":62160,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":516},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpXogbzsZUEFeYTvvu8L","type":"assistant","uuid":"1826cc37-7442-48d8-8af6-1345240a9267","timestamp":"2026-04-07T14:00:36.144Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"1826cc37-7442-48d8-8af6-1345240a9267","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01TkM49KGXt1AKLJfTcdJ4hc","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Ci4dkshipjwM7ZncMK4Chg","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/handler.go","old_string":"\t\tmessages := req.Messages\n\t\tif cfg.SystemPrompt != \"\" {\n\t\t\tmessages = append([]Message{{Role: RoleSystem, Content: cfg.SystemPrompt}}, messages...)\n\t\t}","new_string":"\t\tvar messages []Message\n\t\tfor _, m := range req.Messages {\n\t\t\tif m.Role == RoleContext {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tmessages = append(messages, m)\n\t\t}\n\t\tif cfg.SystemPrompt != \"\" {\n\t\t\tmessages = append([]Message{{Role: RoleSystem, Content: cfg.SystemPrompt}}, messages...)\n\t\t}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":516,"cache_read_input_tokens":62160,"output_tokens":289,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":516,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpXogbzsZUEFeYTvvu8L","type":"assistant","uuid":"c5f0e3b5-fd5e-4878-a271-0ed707d55562","timestamp":"2026-04-07T14:00:38.371Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"c5f0e3b5-fd5e-4878-a271-0ed707d55562","snapshot":{"messageId":"4dc8d95c-2a3b-491b-87e0-e0efa3d49528","trackedFileBackups":{"explain/rag/index.go":{"backupFileName":"485d199d93b7ab8a@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/cmd/config.yaml":{"backupFileName":"9a0d882dd5ddbae9@v4","version":4,"backupTime":"2026-04-07T13:49:39.513Z"},"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"/tmp/searchtest.go":{"backupFileName":"564210192d906466@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/rag/middleware.go":{"backupFileName":"45e6082aa6904703@v3","version":3,"backupTime":"2026-04-07T13:40:18.156Z"},"explain/rag/chunker.go":{"backupFileName":"174926882b03a81e@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/cmd/index/main.go":{"backupFileName":"38e5cc6a115c0feb@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/handler.go":{"backupFileName":"4f535b4804f87208@v1","version":1,"backupTime":"2026-04-07T14:00:43.702Z"}},"timestamp":"2026-04-07T14:00:29.234Z"},"isSnapshotUpdate":true} +{"parentUuid":"c5f0e3b5-fd5e-4878-a271-0ed707d55562","isSidechain":false,"promptId":"428fba10-2866-4c53-8c0f-fad07f3d36f8","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Ci4dkshipjwM7ZncMK4Chg","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/handler.go has been updated successfully."}]},"uuid":"3e600ded-a773-4988-b58f-fb4f0d086bbf","timestamp":"2026-04-07T14:00:43.704Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/handler.go","oldString":"package explain\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"net/http\"\n)\n\n// Config holds the configuration for creating an AssistantHandler.\ntype Config struct {\n\tProvider Provider\n\tMiddlewares []Middleware\n\tBearerToken string // optional; if set, requests must carry this token\n\tSystemPrompt string // optional; prepended as a system message to every request\n}\n\n// NewHandler creates an http.Handler that processes assistant chat requests.\nfunc NewHandler(cfg Config) http.Handler {\n\treturn http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {\n\t\tw.Header().Set(\"Access-Control-Allow-Origin\", \"*\")\n\t\tw.Header().Set(\"Access-Control-Allow-Methods\", \"POST, OPTIONS\")\n\t\tw.Header().Set(\"Access-Control-Allow-Headers\", \"Content-Type, Authorization\")\n\n\t\tif r.Method == http.MethodOptions {\n\t\t\tw.WriteHeader(http.StatusNoContent)\n\t\t\treturn\n\t\t}\n\n\t\tif r.Method != http.MethodPost {\n\t\t\twriteError(w, http.StatusMethodNotAllowed, \"method not allowed\")\n\t\t\treturn\n\t\t}\n\n\t\tif cfg.BearerToken != \"\" {\n\t\t\tauth := r.Header.Get(\"Authorization\")\n\t\t\tif len(auth) < 8 || auth[:7] != \"Bearer \" || auth[7:] != cfg.BearerToken {\n\t\t\t\twriteError(w, http.StatusUnauthorized, \"unauthorized\")\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\n\t\tvar req Request\n\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\t\twriteError(w, http.StatusBadRequest, \"invalid request body\")\n\t\t\treturn\n\t\t}\n\t\tif len(req.Messages) == 0 {\n\t\t\twriteError(w, http.StatusBadRequest, \"messages array is required and must not be empty\")\n\t\t\treturn\n\t\t}\n\n\t\tmessages := req.Messages\n\t\tif cfg.SystemPrompt != \"\" {\n\t\t\tmessages = append([]Message{{Role: RoleSystem, Content: cfg.SystemPrompt}}, messages...)\n\t\t}\n\n\t\ttype chainFunc = func(context.Context, []Message) (string, error)\n\t\tvar fn chainFunc = func(ctx context.Context, msgs []Message) (string, error) {\n\t\t\treturn cfg.Provider.Complete(ctx, msgs)\n\t\t}\n\t\t// Build middleware chain from last to first.\n\t\tfor i := len(cfg.Middlewares) - 1; i >= 0; i-- {\n\t\t\tmw := cfg.Middlewares[i]\n\t\t\tinnerFn := fn\n\t\t\tfn = func(ctx context.Context, msgs []Message) (string, error) {\n\t\t\t\treturn mw(ctx, msgs, innerFn)\n\t\t\t}\n\t\t}\n\n\t\treply, err := fn(r.Context(), messages)\n\t\tif err != nil {\n\t\t\twriteError(w, http.StatusBadGateway, err.Error())\n\t\t\treturn\n\t\t}\n\n\t\twriteJSON(w, http.StatusOK, Response{Reply: reply})\n\t})\n}\n\nfunc writeError(w http.ResponseWriter, code int, msg string) {\n\twriteJSON(w, code, ErrorResponse{Error: msg})\n}\n\nfunc writeJSON(w http.ResponseWriter, code int, v any) {\n\tw.Header().Set(\"Content-Type\", \"application/json\")\n\tw.WriteHeader(code)\n\tjson.NewEncoder(w).Encode(v) //nolint:errcheck\n}","newString":"package explain\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"net/http\"\n)\n\n// Config holds the configuration for creating an AssistantHandler.\ntype Config struct {\n\tProvider Provider\n\tMiddlewares []Middleware\n\tBearerToken string // optional; if set, requests must carry this token\n\tSystemPrompt string // optional; prepended as a system message to every request\n}\n\n// NewHandler creates an http.Handler that processes assistant chat requests.\nfunc NewHandler(cfg Config) http.Handler {\n\treturn http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {\n\t\tw.Header().Set(\"Access-Control-Allow-Origin\", \"*\")\n\t\tw.Header().Set(\"Access-Control-Allow-Methods\", \"POST, OPTIONS\")\n\t\tw.Header().Set(\"Access-Control-Allow-Headers\", \"Content-Type, Authorization\")\n\n\t\tif r.Method == http.MethodOptions {\n\t\t\tw.WriteHeader(http.StatusNoContent)\n\t\t\treturn\n\t\t}\n\n\t\tif r.Method != http.MethodPost {\n\t\t\twriteError(w, http.StatusMethodNotAllowed, \"method not allowed\")\n\t\t\treturn\n\t\t}\n\n\t\tif cfg.BearerToken != \"\" {\n\t\t\tauth := r.Header.Get(\"Authorization\")\n\t\t\tif len(auth) < 8 || auth[:7] != \"Bearer \" || auth[7:] != cfg.BearerToken {\n\t\t\t\twriteError(w, http.StatusUnauthorized, \"unauthorized\")\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\n\t\tvar req Request\n\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\t\twriteError(w, http.StatusBadRequest, \"invalid request body\")\n\t\t\treturn\n\t\t}\n\t\tif len(req.Messages) == 0 {\n\t\t\twriteError(w, http.StatusBadRequest, \"messages array is required and must not be empty\")\n\t\t\treturn\n\t\t}\n\n\t\tvar messages []Message\n\t\tfor _, m := range req.Messages {\n\t\t\tif m.Role == RoleContext {\n\t\t\t\tcontinue\n\t\t\t}\n\t\t\tmessages = append(messages, m)\n\t\t}\n\t\tif cfg.SystemPrompt != \"\" {\n\t\t\tmessages = append([]Message{{Role: RoleSystem, Content: cfg.SystemPrompt}}, messages...)\n\t\t}\n\n\t\ttype chainFunc = func(context.Context, []Message) (string, error)\n\t\tvar fn chainFunc = func(ctx context.Context, msgs []Message) (string, error) {\n\t\t\treturn cfg.Provider.Complete(ctx, msgs)\n\t\t}\n\t\t// Build middleware chain from last to first.\n\t\tfor i := len(cfg.Middlewares) - 1; i >= 0; i-- {\n\t\t\tmw := cfg.Middlewares[i]\n\t\t\tinnerFn := fn\n\t\t\tfn = func(ctx context.Context, msgs []Message) (string, error) {\n\t\t\t\treturn mw(ctx, msgs, innerFn)\n\t\t\t}\n\t\t}\n\n\t\treply, err := fn(r.Context(), messages)\n\t\tif err != nil {\n\t\t\twriteError(w, http.StatusBadGateway, err.Error())\n\t\t\treturn\n\t\t}\n\n\t\twriteJSON(w, http.StatusOK, Response{Reply: reply})\n\t})\n}\n\nfunc writeError(w http.ResponseWriter, code int, msg string) {\n\twriteJSON(w, code, ErrorResponse{Error: msg})\n}\n\nfunc writeJSON(w http.ResponseWriter, code int, v any) {\n\tw.Header().Set(\"Content-Type\", \"application/json\")\n\tw.WriteHeader(code)\n\tjson.NewEncoder(w).Encode(v) //nolint:errcheck\n}","originalFile":"package explain\n\nimport (\n\t\"context\"\n\t\"encoding/json\"\n\t\"net/http\"\n)\n\n// Config holds the configuration for creating an AssistantHandler.\ntype Config struct {\n\tProvider Provider\n\tMiddlewares []Middleware\n\tBearerToken string // optional; if set, requests must carry this token\n\tSystemPrompt string // optional; prepended as a system message to every request\n}\n\n// NewHandler creates an http.Handler that processes assistant chat requests.\nfunc NewHandler(cfg Config) http.Handler {\n\treturn http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {\n\t\tw.Header().Set(\"Access-Control-Allow-Origin\", \"*\")\n\t\tw.Header().Set(\"Access-Control-Allow-Methods\", \"POST, OPTIONS\")\n\t\tw.Header().Set(\"Access-Control-Allow-Headers\", \"Content-Type, Authorization\")\n\n\t\tif r.Method == http.MethodOptions {\n\t\t\tw.WriteHeader(http.StatusNoContent)\n\t\t\treturn\n\t\t}\n\n\t\tif r.Method != http.MethodPost {\n\t\t\twriteError(w, http.StatusMethodNotAllowed, \"method not allowed\")\n\t\t\treturn\n\t\t}\n\n\t\tif cfg.BearerToken != \"\" {\n\t\t\tauth := r.Header.Get(\"Authorization\")\n\t\t\tif len(auth) < 8 || auth[:7] != \"Bearer \" || auth[7:] != cfg.BearerToken {\n\t\t\t\twriteError(w, http.StatusUnauthorized, \"unauthorized\")\n\t\t\t\treturn\n\t\t\t}\n\t\t}\n\n\t\tvar req Request\n\t\tif err := json.NewDecoder(r.Body).Decode(&req); err != nil {\n\t\t\twriteError(w, http.StatusBadRequest, \"invalid request body\")\n\t\t\treturn\n\t\t}\n\t\tif len(req.Messages) == 0 {\n\t\t\twriteError(w, http.StatusBadRequest, \"messages array is required and must not be empty\")\n\t\t\treturn\n\t\t}\n\n\t\tmessages := req.Messages\n\t\tif cfg.SystemPrompt != \"\" {\n\t\t\tmessages = append([]Message{{Role: RoleSystem, Content: cfg.SystemPrompt}}, messages...)\n\t\t}\n\n\t\ttype chainFunc = func(context.Context, []Message) (string, error)\n\t\tvar fn chainFunc = func(ctx context.Context, msgs []Message) (string, error) {\n\t\t\treturn cfg.Provider.Complete(ctx, msgs)\n\t\t}\n\t\t// Build middleware chain from last to first.\n\t\tfor i := len(cfg.Middlewares) - 1; i >= 0; i-- {\n\t\t\tmw := cfg.Middlewares[i]\n\t\t\tinnerFn := fn\n\t\t\tfn = func(ctx context.Context, msgs []Message) (string, error) {\n\t\t\t\treturn mw(ctx, msgs, innerFn)\n\t\t\t}\n\t\t}\n\n\t\treply, err := fn(r.Context(), messages)\n\t\tif err != nil {\n\t\t\twriteError(w, http.StatusBadGateway, err.Error())\n\t\t\treturn\n\t\t}\n\n\t\twriteJSON(w, http.StatusOK, Response{Reply: reply})\n\t})\n}\n\nfunc writeError(w http.ResponseWriter, code int, msg string) {\n\twriteJSON(w, code, ErrorResponse{Error: msg})\n}\n\nfunc writeJSON(w http.ResponseWriter, code int, v any) {\n\tw.Header().Set(\"Content-Type\", \"application/json\")\n\tw.WriteHeader(code)\n\tjson.NewEncoder(w).Encode(v) //nolint:errcheck\n}","structuredPatch":[{"oldStart":49,"oldLines":7,"newStart":49,"newLines":13,"lines":[" return"," }"," ","- messages := req.Messages","+ var messages []Message","+ for _, m := range req.Messages {","+ if m.Role == RoleContext {","+ continue","+ }","+ messages = append(messages, m)","+ }"," if cfg.SystemPrompt != \"\" {"," messages = append([]Message{{Role: RoleSystem, Content: cfg.SystemPrompt}}, messages...)"," }"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"c5f0e3b5-fd5e-4878-a271-0ed707d55562","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"3e600ded-a773-4988-b58f-fb4f0d086bbf","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01Nw36ELcKt7USmnKnKmSyf3","type":"message","role":"assistant","content":[{"type":"text","text":"Now any `context` role messages from the API request are stripped before reaching the middleware/provider. The RAG middleware will still add its own context from the index — that part still flows through. Restart and context docs from the client will be ignored."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":517,"cache_read_input_tokens":62676,"output_tokens":55,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":517,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpXpVVXzBLJxmWiB3prm","type":"assistant","uuid":"3f7926bb-c627-4dcb-9bb7-76ebc564af4d","timestamp":"2026-04-07T14:00:47.556Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"3f7926bb-c627-4dcb-9bb7-76ebc564af4d","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks claude-code stop","durationMs":4043}],"hookErrors":[],"preventedContinuation":false,"stopReason":"","hasOutput":true,"level":"suggestion","timestamp":"2026-04-07T14:00:51.687Z","uuid":"bd7568a4-9164-43e2-9d18-31b6811ffd2c","toolUseID":"895cd414-2ffe-437c-9727-c9142f1df518","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"bd7568a4-9164-43e2-9d18-31b6811ffd2c","isSidechain":false,"promptId":"ef59c505-6ee6-4473-be0e-db8ddcabb0f5","type":"user","message":{"role":"user","content":"I got these kind of answers when user asks for \"What is a reverse proxy?\" Based on the provided documentation context, the specific definition of a reverse proxy isn't covered in the excerpts available to me.\n\nHowever, in general networking terms, a reverse proxy is a server that sits in front of one or more backend services and forwards client requests to them — acting as an intermediary.\n\nIn the context of NetBird's Reverse Proxy feature, based on what's available in the docs, it appears to allow you to expose internal services (HTTP, TCP, UDP, TLS) through NetBird's network, making them accessible without exposing them directly to the internet.\n\nFor a complete and accurate explanation of NetBird's specific Reverse Proxy implementation, I'd recommend checking the full NetBird documentation directly, particularly the Reverse Proxy > Concepts section.. However the docs fully explain this"},"uuid":"a381c84f-2abc-45be-a68e-e7b1631ca705","timestamp":"2026-04-07T14:32:40.751Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"a381c84f-2abc-45be-a68e-e7b1631ca705","snapshot":{"messageId":"a381c84f-2abc-45be-a68e-e7b1631ca705","trackedFileBackups":{"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/cmd/index/main.go":{"backupFileName":"38e5cc6a115c0feb@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/rag/chunker.go":{"backupFileName":"174926882b03a81e@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"/tmp/searchtest.go":{"backupFileName":"564210192d906466@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/rag/index.go":{"backupFileName":"485d199d93b7ab8a@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/rag/middleware.go":{"backupFileName":"45e6082aa6904703@v3","version":3,"backupTime":"2026-04-07T13:40:18.156Z"},"explain/handler.go":{"backupFileName":"4f535b4804f87208@v2","version":2,"backupTime":"2026-04-07T14:32:42.690Z"},"explain/cmd/config.yaml":{"backupFileName":"9a0d882dd5ddbae9@v5","version":5,"backupTime":"2026-04-07T14:32:42.690Z"}},"timestamp":"2026-04-07T14:32:42.691Z"},"isSnapshotUpdate":false} +{"parentUuid":"a381c84f-2abc-45be-a68e-e7b1631ca705","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AsmWv58kGe89BMCHgHZaya","type":"message","role":"assistant","content":[{"type":"text","text":"\n\nThe BM25 search for \"What is a reverse proxy?\" is probably matching on common words and missing the actual reverse proxy docs. Let me check what it finds vs what exists."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":643,"cache_read_input_tokens":63193,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":643},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpaFwvwaer1idreCzfB7","type":"assistant","uuid":"e74a1322-78ab-4e57-8636-7bc64cfa75d4","timestamp":"2026-04-07T14:32:46.826Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"e74a1322-78ab-4e57-8636-7bc64cfa75d4","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AsmWv58kGe89BMCHgHZaya","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01L5qv61Cnm1Jnbxu3FJv6UJ","name":"Bash","input":{"command":"find /Users/misha/Documents/GolandProjects/netbird/docs/src/pages -path \"*reverse*\" -o -path \"*proxy*\" | head -20","description":"Find reverse proxy doc files"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":643,"cache_read_input_tokens":63193,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":643},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpaFwvwaer1idreCzfB7","type":"assistant","uuid":"3c4499a4-99b4-451e-ac8d-7fd1dede49cb","timestamp":"2026-04-07T14:32:47.862Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"3c4499a4-99b4-451e-ac8d-7fd1dede49cb","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AsmWv58kGe89BMCHgHZaya","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_014kY7apTJTDfzaeLNq5auAN","name":"Bash","input":{"command":"cat > /tmp/searchtest3.go << 'EOF'\npackage main\n\nimport (\n\t\"fmt\"\n\t\"log\"\n\t\"github.com/netbirdio/netbird/explain/rag\"\n)\n\nfunc main() {\n\tidx := \"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/docs.bleve\"\n\tresults, err := rag.Search(idx, \"What is a reverse proxy?\", 10)\n\tif err != nil { log.Fatal(err) }\n\tfor _, r := range results {\n\t\tfmt.Printf(\"%.2f %s | %s\\n\", r.Score, r.Source, r.Heading)\n\t}\n}\nEOF\ngo run /tmp/searchtest3.go 2>&1","description":"Check what BM25 returns for reverse proxy query"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":643,"cache_read_input_tokens":63193,"output_tokens":403,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":643,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpaFwvwaer1idreCzfB7","type":"assistant","uuid":"adf6a3a7-6210-4d1e-86b6-675de54acfc2","timestamp":"2026-04-07T14:32:49.889Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"adf6a3a7-6210-4d1e-86b6-675de54acfc2","isSidechain":false,"promptId":"ef59c505-6ee6-4473-be0e-db8ddcabb0f5","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_014kY7apTJTDfzaeLNq5auAN","type":"tool_result","content":"2.05 manage/reverse-proxy/troubleshooting.mdx | Check Dashboard -> Reverse Proxy -> Services\n1.94 manage/reverse-proxy/troubleshooting.mdx | 2. Is the reverse proxy service showing in the dashboard?\n1.94 manage/reverse-proxy/index.mdx | Concepts\n1.77 manage/reverse-proxy/expose-from-cli.mdx | Examples\n1.77 manage/reverse-proxy/custom-domains.mdx | Troubleshooting\n1.77 manage/reverse-proxy/index.mdx | Managing services\n1.77 manage/reverse-proxy/expose-from-cli.mdx | Troubleshooting\n1.73 manage/reverse-proxy/custom-domains.mdx | Related pages\n1.73 manage/reverse-proxy/index.mdx | Step 1: Open the Reverse Proxy page\n1.67 manage/reverse-proxy/troubleshooting.mdx | 4. Check proxy logs for error details","is_error":false}]},"uuid":"60799a9a-4d31-4c6f-8100-c0463149cef2","timestamp":"2026-04-07T14:33:02.049Z","toolUseResult":{"stdout":"2.05 manage/reverse-proxy/troubleshooting.mdx | Check Dashboard -> Reverse Proxy -> Services\n1.94 manage/reverse-proxy/troubleshooting.mdx | 2. Is the reverse proxy service showing in the dashboard?\n1.94 manage/reverse-proxy/index.mdx | Concepts\n1.77 manage/reverse-proxy/expose-from-cli.mdx | Examples\n1.77 manage/reverse-proxy/custom-domains.mdx | Troubleshooting\n1.77 manage/reverse-proxy/index.mdx | Managing services\n1.77 manage/reverse-proxy/expose-from-cli.mdx | Troubleshooting\n1.73 manage/reverse-proxy/custom-domains.mdx | Related pages\n1.73 manage/reverse-proxy/index.mdx | Step 1: Open the Reverse Proxy page\n1.67 manage/reverse-proxy/troubleshooting.mdx | 4. Check proxy logs for error details","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"adf6a3a7-6210-4d1e-86b6-675de54acfc2","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"60799a9a-4d31-4c6f-8100-c0463149cef2","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_016GvhnM7XhwzrJsJhgn33qi","type":"message","role":"assistant","content":[{"type":"text","text":"It IS finding the right pages (index.mdx Concepts at #3, score 1.94). The issue is that `top_k: 5` grabs mostly troubleshooting noise instead of the conceptual content. Two improvements:\n\n1. **Boost heading matches** — \"reverse proxy\" in a heading should rank higher\n2. **Use a smarter query** — `MatchPhraseQuery` keeps \"reverse proxy\" as a phrase instead of matching \"reverse\" and \"proxy\" independently"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1087,"cache_read_input_tokens":63836,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":1087},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpaHNXpWwdFAS7FHbrJ2","type":"assistant","uuid":"22c6c8a6-daa2-4cc3-ba19-0b9bae5d29c1","timestamp":"2026-04-07T14:33:07.511Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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+{"parentUuid":"8a43628e-d1c9-43b0-aeba-7e7be14f7006","isSidechain":false,"promptId":"ef59c505-6ee6-4473-be0e-db8ddcabb0f5","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_0169pwLAHHHuW8qaFT8acDwe","type":"tool_result","content":"1\tpackage rag\n2\t\n3\timport (\n4\t\t\"fmt\"\n5\t\n6\t\t\"github.com/blevesearch/bleve/v2\"\n7\t)\n8\t\n9\t// document is the structure indexed by bleve.\n10\ttype document struct {\n11\t\tSource string `json:\"source\"`\n12\t\tHeading string `json:\"heading\"`\n13\t\tBody string `json:\"body\"`\n14\t}\n15\t\n16\t// BuildIndex creates a new bleve index at indexPath from the given chunks.\n17\t// It overwrites any existing index at that path.\n18\tfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n19\t\tmapping := bleve.NewIndexMapping()\n20\t\tindex, err := bleve.New(indexPath, mapping)\n21\t\tif err != nil {\n22\t\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n23\t\t}\n24\t\tdefer index.Close()\n25\t\n26\t\tbatch := index.NewBatch()\n27\t\tfor _, c := range chunks {\n28\t\t\tdoc := document{\n29\t\t\t\tSource: c.Source,\n30\t\t\t\tHeading: c.Heading,\n31\t\t\t\tBody: c.Body,\n32\t\t\t}\n33\t\t\tbatch.Index(c.ID(), doc)\n34\t\t}\n35\t\n36\t\tif err := index.Batch(batch); err != nil {\n37\t\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n38\t\t}\n39\t\n40\t\treturn len(chunks), nil\n41\t}\n42\t\n43\t// SearchResult holds a single search hit.\n44\ttype SearchResult struct {\n45\t\tSource string\n46\t\tHeading string\n47\t\tBody string\n48\t\tScore float64\n49\t}\n50\t\n51\t// Search opens an existing bleve index and returns the top-k results for the query.\n52\tfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n53\t\tindex, err := bleve.Open(indexPath)\n54\t\tif err != nil {\n55\t\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n56\t\t}\n57\t\tdefer index.Close()\n58\t\n59\t\tq := bleve.NewMatchQuery(query)\n60\t\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n61\t\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n62\t\n63\t\tres, err := index.Search(req)\n64\t\tif err != nil {\n65\t\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n66\t\t}\n67\t\n68\t\tvar results []SearchResult\n69\t\tfor _, hit := range res.Hits {\n70\t\t\tresults = append(results, SearchResult{\n71\t\t\t\tSource: str(hit.Fields[\"source\"]),\n72\t\t\t\tHeading: str(hit.Fields[\"heading\"]),\n73\t\t\t\tBody: str(hit.Fields[\"body\"]),\n74\t\t\t\tScore: hit.Score,\n75\t\t\t})\n76\t\t}\n77\t\treturn results, nil\n78\t}\n79\t\n80\tfunc str(v interface{}) string {\n81\t\ts, _ := v.(string)\n82\t\treturn s\n83\t}"}]},"uuid":"c8d98b2a-8363-46a8-b760-61a438c58a3f","timestamp":"2026-04-07T14:33:07.967Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","content":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","numLines":83,"startLine":1,"totalLines":83}},"sourceToolAssistantUUID":"8a43628e-d1c9-43b0-aeba-7e7be14f7006","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"c8d98b2a-8363-46a8-b760-61a438c58a3f","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01KjaDwtAwun1AETUzhejnmg","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01NRA2fPntJKiWrZcEWxTrAs","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","old_string":"import (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n)","new_string":"import (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":987,"cache_read_input_tokens":64923,"output_tokens":229,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":987,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpaHpW1rQHLscCiQUHW8","type":"assistant","uuid":"bfb56606-95e4-4fed-a1b3-5dde06cb5111","timestamp":"2026-04-07T14:33:13.744Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"bfb56606-95e4-4fed-a1b3-5dde06cb5111","isSidechain":false,"promptId":"ef59c505-6ee6-4473-be0e-db8ddcabb0f5","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NRA2fPntJKiWrZcEWxTrAs","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go has been updated successfully."}]},"uuid":"25ee5678-1d9a-4f23-ad24-e30556ce1342","timestamp":"2026-04-07T14:33:22.646Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","oldString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","newString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","originalFile":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","structuredPatch":[{"oldStart":4,"oldLines":6,"newStart":4,"newLines":8,"lines":[" \"fmt\""," "," \"github.com/blevesearch/bleve/v2\"","+ \"github.com/blevesearch/bleve/v2/mapping\"","+ \"github.com/blevesearch/bleve/v2/search/searcher\""," )"," "," // document is the structure indexed by bleve."]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"bfb56606-95e4-4fed-a1b3-5dde06cb5111","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"25ee5678-1d9a-4f23-ad24-e30556ce1342","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01FfqA4sFgrxTPXRnaiRtTNZ","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01WtsFfAWf88FK7FRwxAwgeb","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","old_string":"func BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}","new_string":"func BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":274,"cache_read_input_tokens":65910,"output_tokens":280,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":274,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpaJtjJ14kLpczBqUrmm","type":"assistant","uuid":"bbb66089-19ca-4461-94ff-dad3e3cdbebc","timestamp":"2026-04-07T14:33:27.622Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"bbb66089-19ca-4461-94ff-dad3e3cdbebc","isSidechain":false,"promptId":"ef59c505-6ee6-4473-be0e-db8ddcabb0f5","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01WtsFfAWf88FK7FRwxAwgeb","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go has been updated successfully."}]},"uuid":"385a722e-9731-4098-a155-03f555d81bb9","timestamp":"2026-04-07T14:33:34.019Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","oldString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","newString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","originalFile":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tmapping := bleve.NewIndexMapping()\n\tindex, err := bleve.New(indexPath, mapping)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","structuredPatch":[{"oldStart":18,"oldLines":8,"newStart":18,"newLines":8,"lines":[" // BuildIndex creates a new bleve index at indexPath from the given chunks."," // It overwrites any existing index at that path."," func BuildIndex(indexPath string, chunks []Chunk) (int, error) {","- mapping := bleve.NewIndexMapping()","- index, err := bleve.New(indexPath, mapping)","+ im := buildMapping()","+ index, err := bleve.New(indexPath, im)"," if err != nil {"," return 0, fmt.Errorf(\"create index: %w\", err)"," }"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"bbb66089-19ca-4461-94ff-dad3e3cdbebc","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"385a722e-9731-4098-a155-03f555d81bb9","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AmNX4yyjYUHbHHTXjZp6Rh","type":"message","role":"assistant","content":[{"type":"text","text":"Now update the search to use a disjunction of phrase query (exact phrase match, boosted) + match query (individual terms as fallback), and boost the heading field:"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":325,"cache_read_input_tokens":66184,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":325},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpaKj3QWZKRvXSzWrPcT","type":"assistant","uuid":"c29d52d7-071d-419e-ad17-42e5d5a0969c","timestamp":"2026-04-07T14:33:37.833Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"c29d52d7-071d-419e-ad17-42e5d5a0969c","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AmNX4yyjYUHbHHTXjZp6Rh","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Tb8hgARJ9DcQpDL1fJJgjT","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","old_string":"\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}","new_string":"\t// Phrase query scores exact phrase matches higher.\n\tphraseHeading := bleve.NewMatchPhraseQuery(query)\n\tphraseHeading.SetField(\"heading\")\n\tphraseHeading.SetBoost(5)\n\n\tphraseBody := bleve.NewMatchPhraseQuery(query)\n\tphraseBody.SetField(\"body\")\n\tphraseBody.SetBoost(2)\n\n\t// Fallback: individual term matching across all fields.\n\tmatchAll := bleve.NewMatchQuery(query)\n\n\tq := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)\n\tq.SetMin(1)\n\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":325,"cache_read_input_tokens":66184,"output_tokens":420,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":325,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpaKj3QWZKRvXSzWrPcT","type":"assistant","uuid":"e330f006-c6bf-4ff2-b0c1-010ada56e282","timestamp":"2026-04-07T14:33:41.435Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"e330f006-c6bf-4ff2-b0c1-010ada56e282","isSidechain":false,"promptId":"ef59c505-6ee6-4473-be0e-db8ddcabb0f5","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Tb8hgARJ9DcQpDL1fJJgjT","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go has been updated successfully."}]},"uuid":"939ad01b-9f14-4818-825f-608bec5e4003","timestamp":"2026-04-07T14:33:53.710Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","oldString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","newString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\t// Phrase query scores exact phrase matches higher.\n\tphraseHeading := bleve.NewMatchPhraseQuery(query)\n\tphraseHeading.SetField(\"heading\")\n\tphraseHeading.SetBoost(5)\n\n\tphraseBody := bleve.NewMatchPhraseQuery(query)\n\tphraseBody.SetField(\"body\")\n\tphraseBody.SetBoost(2)\n\n\t// Fallback: individual term matching across all fields.\n\tmatchAll := bleve.NewMatchQuery(query)\n\n\tq := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)\n\tq.SetMin(1)\n\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","originalFile":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tq := bleve.NewMatchQuery(query)\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","structuredPatch":[{"oldStart":58,"oldLines":7,"newStart":58,"newLines":21,"lines":[" }"," defer index.Close()"," ","- q := bleve.NewMatchQuery(query)","+ // Phrase query scores exact phrase matches higher.","+ phraseHeading := bleve.NewMatchPhraseQuery(query)","+ phraseHeading.SetField(\"heading\")","+ phraseHeading.SetBoost(5)","+","+ phraseBody := bleve.NewMatchPhraseQuery(query)","+ phraseBody.SetField(\"body\")","+ phraseBody.SetBoost(2)","+","+ // Fallback: individual term matching across all fields.","+ matchAll := bleve.NewMatchQuery(query)","+","+ q := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)","+ q.SetMin(1)","+"," req := bleve.NewSearchRequestOptions(q, topK, 0, false)"," req.Fields = []string{\"source\", \"heading\", \"body\"}"," "]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"e330f006-c6bf-4ff2-b0c1-010ada56e282","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"939ad01b-9f14-4818-825f-608bec5e4003","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_014K9u596nJJojCyuhctiBmU","type":"message","role":"assistant","content":[{"type":"text","text":"Now add the `buildMapping` function that boosts the heading field:"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":576,"cache_read_input_tokens":66509,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":576},"output_tokens":2,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpaMBasG8GZbztpJejsA","type":"assistant","uuid":"ad242023-1dcb-4244-bb96-bcf2ca6fb481","timestamp":"2026-04-07T14:33:57.223Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"ad242023-1dcb-4244-bb96-bcf2ca6fb481","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_014K9u596nJJojCyuhctiBmU","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Ja7CEoPkpTKbSoPm2rX3tq","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","old_string":"func str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","new_string":"func buildMapping() *mapping.IndexMappingImpl {\n\theadingField := bleve.NewTextFieldMapping()\n\theadingField.Analyzer = \"standard\"\n\n\tbodyField := bleve.NewTextFieldMapping()\n\tbodyField.Analyzer = \"standard\"\n\n\tsourceField := bleve.NewTextFieldMapping()\n\tsourceField.Analyzer = \"keyword\"\n\n\tdocMapping := bleve.NewDocumentMapping()\n\tdocMapping.AddFieldMappingsAt(\"heading\", headingField)\n\tdocMapping.AddFieldMappingsAt(\"body\", bodyField)\n\tdocMapping.AddFieldMappingsAt(\"source\", sourceField)\n\n\tim := bleve.NewIndexMapping()\n\tim.DefaultMapping = docMapping\n\treturn im\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":576,"cache_read_input_tokens":66509,"output_tokens":377,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":576,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpaMBasG8GZbztpJejsA","type":"assistant","uuid":"0b2bf80d-173c-49d1-b449-7db8dd343c5e","timestamp":"2026-04-07T14:34:00.277Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"0b2bf80d-173c-49d1-b449-7db8dd343c5e","isSidechain":false,"promptId":"ef59c505-6ee6-4473-be0e-db8ddcabb0f5","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Ja7CEoPkpTKbSoPm2rX3tq","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go has been updated successfully."}]},"uuid":"92aad0f6-1cb9-41be-abbc-0a9b4455f4e6","timestamp":"2026-04-07T14:34:07.231Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/index.go","oldString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\t// Phrase query scores exact phrase matches higher.\n\tphraseHeading := bleve.NewMatchPhraseQuery(query)\n\tphraseHeading.SetField(\"heading\")\n\tphraseHeading.SetBoost(5)\n\n\tphraseBody := bleve.NewMatchPhraseQuery(query)\n\tphraseBody.SetField(\"body\")\n\tphraseBody.SetBoost(2)\n\n\t// Fallback: individual term matching across all fields.\n\tmatchAll := bleve.NewMatchQuery(query)\n\n\tq := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)\n\tq.SetMin(1)\n\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","newString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\t// Phrase query scores exact phrase matches higher.\n\tphraseHeading := bleve.NewMatchPhraseQuery(query)\n\tphraseHeading.SetField(\"heading\")\n\tphraseHeading.SetBoost(5)\n\n\tphraseBody := bleve.NewMatchPhraseQuery(query)\n\tphraseBody.SetField(\"body\")\n\tphraseBody.SetBoost(2)\n\n\t// Fallback: individual term matching across all fields.\n\tmatchAll := bleve.NewMatchQuery(query)\n\n\tq := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)\n\tq.SetMin(1)\n\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc buildMapping() *mapping.IndexMappingImpl {\n\theadingField := bleve.NewTextFieldMapping()\n\theadingField.Analyzer = \"standard\"\n\n\tbodyField := bleve.NewTextFieldMapping()\n\tbodyField.Analyzer = \"standard\"\n\n\tsourceField := bleve.NewTextFieldMapping()\n\tsourceField.Analyzer = \"keyword\"\n\n\tdocMapping := bleve.NewDocumentMapping()\n\tdocMapping.AddFieldMappingsAt(\"heading\", headingField)\n\tdocMapping.AddFieldMappingsAt(\"body\", bodyField)\n\tdocMapping.AddFieldMappingsAt(\"source\", sourceField)\n\n\tim := bleve.NewIndexMapping()\n\tim.DefaultMapping = docMapping\n\treturn im\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","originalFile":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\t// Phrase query scores exact phrase matches higher.\n\tphraseHeading := bleve.NewMatchPhraseQuery(query)\n\tphraseHeading.SetField(\"heading\")\n\tphraseHeading.SetBoost(5)\n\n\tphraseBody := bleve.NewMatchPhraseQuery(query)\n\tphraseBody.SetField(\"body\")\n\tphraseBody.SetBoost(2)\n\n\t// Fallback: individual term matching across all fields.\n\tmatchAll := bleve.NewMatchQuery(query)\n\n\tq := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)\n\tq.SetMin(1)\n\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","structuredPatch":[{"oldStart":93,"oldLines":6,"newStart":93,"newLines":26,"lines":[" return results, nil"," }"," ","+func buildMapping() *mapping.IndexMappingImpl {","+ headingField := bleve.NewTextFieldMapping()","+ headingField.Analyzer = \"standard\"","+","+ bodyField := bleve.NewTextFieldMapping()","+ bodyField.Analyzer = \"standard\"","+","+ sourceField := bleve.NewTextFieldMapping()","+ sourceField.Analyzer = \"keyword\"","+","+ docMapping := bleve.NewDocumentMapping()","+ docMapping.AddFieldMappingsAt(\"heading\", headingField)","+ docMapping.AddFieldMappingsAt(\"body\", bodyField)","+ docMapping.AddFieldMappingsAt(\"source\", sourceField)","+","+ im := bleve.NewIndexMapping()","+ im.DefaultMapping = docMapping","+ return im","+}","+"," func str(v interface{}) string {"," s, _ := v.(string)"," return s"]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"0b2bf80d-173c-49d1-b449-7db8dd343c5e","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"92aad0f6-1cb9-41be-abbc-0a9b4455f4e6","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_018Jp9zdiQ3VkxhJ1qJwe2Xq","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01JKGhK4BvcRNx6jLYHLBVoG","name":"Bash","input":{"command":"go build ./explain/... 2>&1","description":"Build to check for 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the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\t// Phrase query scores exact phrase matches higher.\n\tphraseHeading := bleve.NewMatchPhraseQuery(query)\n\tphraseHeading.SetField(\"heading\")\n\tphraseHeading.SetBoost(5)\n\n\tphraseBody := bleve.NewMatchPhraseQuery(query)\n\tphraseBody.SetField(\"body\")\n\tphraseBody.SetBoost(2)\n\n\t// Fallback: individual term matching across all fields.\n\tmatchAll := bleve.NewMatchQuery(query)\n\n\tq := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)\n\tq.SetMin(1)\n\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc buildMapping() *mapping.IndexMappingImpl {\n\theadingField := bleve.NewTextFieldMapping()\n\theadingField.Analyzer = \"standard\"\n\n\tbodyField := bleve.NewTextFieldMapping()\n\tbodyField.Analyzer = \"standard\"\n\n\tsourceField := bleve.NewTextFieldMapping()\n\tsourceField.Analyzer = \"keyword\"\n\n\tdocMapping := bleve.NewDocumentMapping()\n\tdocMapping.AddFieldMappingsAt(\"heading\", headingField)\n\tdocMapping.AddFieldMappingsAt(\"body\", bodyField)\n\tdocMapping.AddFieldMappingsAt(\"source\", sourceField)\n\n\tim := bleve.NewIndexMapping()\n\tim.DefaultMapping = docMapping\n\treturn im\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","newString":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\t// Phrase query scores exact phrase matches higher.\n\tphraseHeading := bleve.NewMatchPhraseQuery(query)\n\tphraseHeading.SetField(\"heading\")\n\tphraseHeading.SetBoost(5)\n\n\tphraseBody := bleve.NewMatchPhraseQuery(query)\n\tphraseBody.SetField(\"body\")\n\tphraseBody.SetBoost(2)\n\n\t// Fallback: individual term matching across all fields.\n\tmatchAll := bleve.NewMatchQuery(query)\n\n\tq := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)\n\tq.SetMin(1)\n\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc buildMapping() *mapping.IndexMappingImpl {\n\theadingField := bleve.NewTextFieldMapping()\n\theadingField.Analyzer = \"standard\"\n\n\tbodyField := bleve.NewTextFieldMapping()\n\tbodyField.Analyzer = \"standard\"\n\n\tsourceField := bleve.NewTextFieldMapping()\n\tsourceField.Analyzer = \"keyword\"\n\n\tdocMapping := bleve.NewDocumentMapping()\n\tdocMapping.AddFieldMappingsAt(\"heading\", headingField)\n\tdocMapping.AddFieldMappingsAt(\"body\", bodyField)\n\tdocMapping.AddFieldMappingsAt(\"source\", sourceField)\n\n\tim := bleve.NewIndexMapping()\n\tim.DefaultMapping = docMapping\n\treturn im\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","originalFile":"package rag\n\nimport (\n\t\"fmt\"\n\n\t\"github.com/blevesearch/bleve/v2\"\n\t\"github.com/blevesearch/bleve/v2/mapping\"\n\t\"github.com/blevesearch/bleve/v2/search/searcher\"\n)\n\n// document is the structure indexed by bleve.\ntype document struct {\n\tSource string `json:\"source\"`\n\tHeading string `json:\"heading\"`\n\tBody string `json:\"body\"`\n}\n\n// BuildIndex creates a new bleve index at indexPath from the given chunks.\n// It overwrites any existing index at that path.\nfunc BuildIndex(indexPath string, chunks []Chunk) (int, error) {\n\tim := buildMapping()\n\tindex, err := bleve.New(indexPath, im)\n\tif err != nil {\n\t\treturn 0, fmt.Errorf(\"create index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\tbatch := index.NewBatch()\n\tfor _, c := range chunks {\n\t\tdoc := document{\n\t\t\tSource: c.Source,\n\t\t\tHeading: c.Heading,\n\t\t\tBody: c.Body,\n\t\t}\n\t\tbatch.Index(c.ID(), doc)\n\t}\n\n\tif err := index.Batch(batch); err != nil {\n\t\treturn 0, fmt.Errorf(\"index batch: %w\", err)\n\t}\n\n\treturn len(chunks), nil\n}\n\n// SearchResult holds a single search hit.\ntype SearchResult struct {\n\tSource string\n\tHeading string\n\tBody string\n\tScore float64\n}\n\n// Search opens an existing bleve index and returns the top-k results for the query.\nfunc Search(indexPath string, query string, topK int) ([]SearchResult, error) {\n\tindex, err := bleve.Open(indexPath)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"open index: %w\", err)\n\t}\n\tdefer index.Close()\n\n\t// Phrase query scores exact phrase matches higher.\n\tphraseHeading := bleve.NewMatchPhraseQuery(query)\n\tphraseHeading.SetField(\"heading\")\n\tphraseHeading.SetBoost(5)\n\n\tphraseBody := bleve.NewMatchPhraseQuery(query)\n\tphraseBody.SetField(\"body\")\n\tphraseBody.SetBoost(2)\n\n\t// Fallback: individual term matching across all fields.\n\tmatchAll := bleve.NewMatchQuery(query)\n\n\tq := bleve.NewDisjunctionQuery(phraseHeading, phraseBody, matchAll)\n\tq.SetMin(1)\n\n\treq := bleve.NewSearchRequestOptions(q, topK, 0, false)\n\treq.Fields = []string{\"source\", \"heading\", \"body\"}\n\n\tres, err := index.Search(req)\n\tif err != nil {\n\t\treturn nil, fmt.Errorf(\"search: %w\", err)\n\t}\n\n\tvar results []SearchResult\n\tfor _, hit := range res.Hits {\n\t\tresults = append(results, SearchResult{\n\t\t\tSource: str(hit.Fields[\"source\"]),\n\t\t\tHeading: str(hit.Fields[\"heading\"]),\n\t\t\tBody: str(hit.Fields[\"body\"]),\n\t\t\tScore: hit.Score,\n\t\t})\n\t}\n\treturn results, nil\n}\n\nfunc buildMapping() *mapping.IndexMappingImpl {\n\theadingField := bleve.NewTextFieldMapping()\n\theadingField.Analyzer = \"standard\"\n\n\tbodyField := bleve.NewTextFieldMapping()\n\tbodyField.Analyzer = \"standard\"\n\n\tsourceField := bleve.NewTextFieldMapping()\n\tsourceField.Analyzer = \"keyword\"\n\n\tdocMapping := bleve.NewDocumentMapping()\n\tdocMapping.AddFieldMappingsAt(\"heading\", headingField)\n\tdocMapping.AddFieldMappingsAt(\"body\", bodyField)\n\tdocMapping.AddFieldMappingsAt(\"source\", sourceField)\n\n\tim := bleve.NewIndexMapping()\n\tim.DefaultMapping = docMapping\n\treturn im\n}\n\nfunc str(v interface{}) string {\n\ts, _ := v.(string)\n\treturn s\n}","structuredPatch":[{"oldStart":5,"oldLines":7,"newStart":5,"newLines":6,"lines":[" "," \"github.com/blevesearch/bleve/v2\""," \"github.com/blevesearch/bleve/v2/mapping\"","- \"github.com/blevesearch/bleve/v2/search/searcher\""," )"," "," // document is the structure indexed by bleve."]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"b61e404e-e7a6-4b26-b2d2-6ed0b5c9162c","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} 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indexed 2997 documents","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"c651fd18-da9a-4ee0-a64d-d337aa319211","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"8548b891-1e30-45ff-a2a2-b0913fcf92d9","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_013ULq9zPsMY4Lp8cWUCZQbE","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017VsB92WY3KwGdWfRMEHeWA","name":"Bash","input":{"command":"cat > /tmp/searchtest4.go << 'EOF'\npackage main\n\nimport (\n\t\"fmt\"\n\t\"log\"\n\t\"github.com/netbirdio/netbird/explain/rag\"\n)\n\nfunc main() {\n\tidx := \"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/docs.bleve\"\n\tfor _, q := range []string{\"What is a reverse proxy?\", \"access control policies\", \"DNS settings\"} {\n\t\tfmt.Printf(\"=== %s ===\\n\", q)\n\t\tresults, err := rag.Search(idx, q, 5)\n\t\tif err != nil { log.Fatal(err) }\n\t\tfor i, r := range results {\n\t\t\tfmt.Printf(\" %d. %.2f %s | %s\\n\", i+1, r.Score, r.Source, r.Heading)\n\t\t}\n\t\tfmt.Println()\n\t}\n}\nEOF\ngo run /tmp/searchtest4.go 2>&1","description":"Test improved search","timeout":30000},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":335,"cache_read_input_tokens":68139,"output_tokens":336,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":335,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpaUQwyrWrF2J7TVdLrG","type":"assistant","uuid":"04b742f0-ef5b-4980-bbce-ba9c461b999e","timestamp":"2026-04-07T14:35:44.099Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"04b742f0-ef5b-4980-bbce-ba9c461b999e","isSidechain":false,"promptId":"ef59c505-6ee6-4473-be0e-db8ddcabb0f5","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017VsB92WY3KwGdWfRMEHeWA","type":"tool_result","content":"=== What is a reverse proxy? ===\n 1. 5.78 manage/reverse-proxy/index.mdx | Reverse Proxy\n 2. 4.80 manage/reverse-proxy/troubleshooting.mdx | Reverse Proxy Troubleshooting\n 3. 4.77 selfhosted/configuration-files.mdx | Behind a Reverse Proxy\n 4. 4.71 selfhosted/selfhosted-quickstart.mdx | Reverse Proxy Selection\n 5. 4.46 selfhosted/migration/external-to-embedded-idp.mdx | Update your reverse proxy\n\n=== access control policies ===\n 1. 4.49 manage/integrations/kubernetes/index.mdx | Control Access to Your Kubernetes Resources with Access Control Policies\n 2. 3.86 manage/access-control/posture-checks/index.mdx | Applying Posture Checks to Access Control Policies\n 3. 3.83 manage/peers/access-infrastructure/secure-remote-webserver-access.mdx | 2. Configuring NetBird Access Control Policies\n 4. 3.46 manage/peers/access-infrastructure/peer-approval-for-remote-worker-access.mdx | 1. Setting Up NetBird's Access Control Policies For Enhanced Security\n 5. 0.35 manage/network-routes/index.mdx | ACL Groups\n\n=== DNS settings ===\n 1. 5.63 manage/dns/dns-settings.mdx | DNS Settings\n 2. 3.67 ipa/resources/dns.mdx | Retrieve DNS settings {{ tag: 'GET' , label: '/api/dns/settings' }}\n 3. 3.63 ipa/resources/dns.mdx | Update DNS Settings {{ tag: 'PUT' , label: '/api/dns/settings' }}\n 4. 2.92 manage/dns/dns-settings.mdx | Configuring DNS Settings\n 5. 0.57 manage/dns/troubleshooting.mdx | Related Documentation","is_error":false}]},"uuid":"46702452-f7de-4dea-9d03-32bb9b2d4bb8","timestamp":"2026-04-07T14:37:43.225Z","toolUseResult":{"stdout":"=== What is a reverse proxy? ===\n 1. 5.78 manage/reverse-proxy/index.mdx | Reverse Proxy\n 2. 4.80 manage/reverse-proxy/troubleshooting.mdx | Reverse Proxy Troubleshooting\n 3. 4.77 selfhosted/configuration-files.mdx | Behind a Reverse Proxy\n 4. 4.71 selfhosted/selfhosted-quickstart.mdx | Reverse Proxy Selection\n 5. 4.46 selfhosted/migration/external-to-embedded-idp.mdx | Update your reverse proxy\n\n=== access control policies ===\n 1. 4.49 manage/integrations/kubernetes/index.mdx | Control Access to Your Kubernetes Resources with Access Control Policies\n 2. 3.86 manage/access-control/posture-checks/index.mdx | Applying Posture Checks to Access Control Policies\n 3. 3.83 manage/peers/access-infrastructure/secure-remote-webserver-access.mdx | 2. Configuring NetBird Access Control Policies\n 4. 3.46 manage/peers/access-infrastructure/peer-approval-for-remote-worker-access.mdx | 1. Setting Up NetBird's Access Control Policies For Enhanced Security\n 5. 0.35 manage/network-routes/index.mdx | ACL Groups\n\n=== DNS settings ===\n 1. 5.63 manage/dns/dns-settings.mdx | DNS Settings\n 2. 3.67 ipa/resources/dns.mdx | Retrieve DNS settings {{ tag: 'GET' , label: '/api/dns/settings' }}\n 3. 3.63 ipa/resources/dns.mdx | Update DNS Settings {{ tag: 'PUT' , label: '/api/dns/settings' }}\n 4. 2.92 manage/dns/dns-settings.mdx | Configuring DNS Settings\n 5. 0.57 manage/dns/troubleshooting.mdx | Related Documentation","stderr":"","interrupted":false,"isImage":false,"noOutputExpected":false},"sourceToolAssistantUUID":"04b742f0-ef5b-4980-bbce-ba9c461b999e","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"46702452-f7de-4dea-9d03-32bb9b2d4bb8","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01WqgXrejDNka2bTw1bkQdiB","type":"message","role":"assistant","content":[{"type":"text","text":"Much better. \"What is a reverse proxy?\" now hits `manage/reverse-proxy/index.mdx | Reverse Proxy` as #1 (score 5.78 vs the old 1.94 for a troubleshooting page). Same for DNS — the main page is now #1.\n\nRestart your server and the improved ranking should give Claude the right context."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":849,"cache_read_input_tokens":68474,"output_tokens":87,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":849,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpae7qcUvZfxGTuKm2Fs","type":"assistant","uuid":"8731a37a-8749-497a-9a1f-440cad513173","timestamp":"2026-04-07T14:37:47.930Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"8731a37a-8749-497a-9a1f-440cad513173","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks claude-code stop","durationMs":4120}],"hookErrors":[],"preventedContinuation":false,"stopReason":"","hasOutput":true,"level":"suggestion","timestamp":"2026-04-07T14:37:52.186Z","uuid":"54c86f0c-6a7f-45ad-a3da-9effceabd2e6","toolUseID":"0d61ae1e-c472-4bf9-9b00-635e00ec2a0c","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"54c86f0c-6a7f-45ad-a3da-9effceabd2e6","isSidechain":false,"type":"system","subtype":"turn_duration","durationMs":106456,"messageCount":256,"timestamp":"2026-04-07T14:37:52.187Z","uuid":"47412ab4-dc6c-4ab7-bcd2-d089e6445239","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"47412ab4-dc6c-4ab7-bcd2-d089e6445239","isSidechain":false,"promptId":"cc1069b4-371e-4a7a-aa41-e0f423727882","type":"user","message":{"role":"user","content":"Is lower score better? E.g., here: 2026/04/07 16:41:04 [rag] query=\"Explain \\\"Service Type\\\" on Add Service modal in Reverse Proxy\" matched 5 chunks:\n2026/04/07 16:41:04 [rag] 1. score=0.04 manage/reverse-proxy/index.mdx | Step 2: Configure service details\n2026/04/07 16:41:04 [rag] 2. score=0.04 manage/reverse-proxy/authentication.mdx | Configuring authentication\n2026/04/07 16:41:04 [rag] 3. score=0.04 manage/reverse-proxy/index.mdx | Step 1: Open the Reverse Proxy page\n2026/04/07 16:41:04 [rag] 4. score=0.03 manage/reverse-proxy/custom-domains.mdx | Adding a custom domain\n2026/04/07 16:41:04 [rag] 5. score=0.03 manage/reverse-proxy/troubleshooting.mdx | 2. Is the reverse proxy service showing in the dashboard?"},"uuid":"65a7cee9-d7ad-4703-8bb0-38ecdfe47331","timestamp":"2026-04-07T14:41:57.385Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"65a7cee9-d7ad-4703-8bb0-38ecdfe47331","snapshot":{"messageId":"65a7cee9-d7ad-4703-8bb0-38ecdfe47331","trackedFileBackups":{"explain/rag/chunker.go":{"backupFileName":"174926882b03a81e@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/handler.go":{"backupFileName":"4f535b4804f87208@v2","version":2,"backupTime":"2026-04-07T14:32:42.690Z"},"explain/rag/middleware.go":{"backupFileName":"45e6082aa6904703@v3","version":3,"backupTime":"2026-04-07T13:40:18.156Z"},"explain/cmd/config.yaml":{"backupFileName":"9a0d882dd5ddbae9@v5","version":5,"backupTime":"2026-04-07T14:32:42.690Z"},"explain/cmd/index/main.go":{"backupFileName":"38e5cc6a115c0feb@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"/tmp/searchtest.go":{"backupFileName":"564210192d906466@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/rag/index.go":{"backupFileName":"485d199d93b7ab8a@v3","version":3,"backupTime":"2026-04-07T14:41:59.395Z"}},"timestamp":"2026-04-07T14:41:59.395Z"},"isSnapshotUpdate":false} +{"parentUuid":"65a7cee9-d7ad-4703-8bb0-38ecdfe47331","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AjkJz1tYUuA54vWuNEoJBt","type":"message","role":"assistant","content":[{"type":"text","text":"\n\nNo, **higher is better** in bleve. Those scores (0.03-0.04) are very low — compare to the 5.78 we saw for \"reverse proxy\" earlier. The problem is the query is long and specific with quoted words, so BM25 spreads the score thin across many weak term matches instead of finding a strong phrase hit.\n\nThe results are actually relevant though (#1 is \"Step 2: Configure service details\" on the reverse proxy page, which likely explains service types). The issue is more about confidence — with scores this low, you might want a minimum score threshold to avoid injecting irrelevant context. Want me to add a `min_score` config option that filters out low-confidence hits?"}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":436,"cache_read_input_tokens":69323,"output_tokens":163,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":436,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpaxzDkLisYf1FtbErig","type":"assistant","uuid":"7e6e33ff-6529-4bd8-b034-4293bece9620","timestamp":"2026-04-07T14:42:06.274Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"7e6e33ff-6529-4bd8-b034-4293bece9620","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks claude-code stop","durationMs":3844}],"hookErrors":[],"preventedContinuation":false,"stopReason":"","hasOutput":true,"level":"suggestion","timestamp":"2026-04-07T14:42:10.165Z","uuid":"b7c00b57-9845-4129-87e3-7160dc053f35","toolUseID":"d26e2899-36f4-4449-8541-d0936f71984f","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"1ae6b3ce-be4c-4e7e-a553-139abacdf81a","snapshot":{"messageId":"1ae6b3ce-be4c-4e7e-a553-139abacdf81a","trackedFileBackups":{"explain/rag/chunker.go":{"backupFileName":"174926882b03a81e@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"/tmp/searchtest.go":{"backupFileName":"564210192d906466@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/rag/index.go":{"backupFileName":"485d199d93b7ab8a@v3","version":3,"backupTime":"2026-04-07T14:41:59.395Z"},"explain/rag/middleware.go":{"backupFileName":"45e6082aa6904703@v3","version":3,"backupTime":"2026-04-07T13:40:18.156Z"},"explain/cmd/config.yaml":{"backupFileName":"9a0d882dd5ddbae9@v5","version":5,"backupTime":"2026-04-07T14:32:42.690Z"},"explain/cmd/index/main.go":{"backupFileName":"38e5cc6a115c0feb@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/handler.go":{"backupFileName":"4f535b4804f87208@v2","version":2,"backupTime":"2026-04-07T14:32:42.690Z"},"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"}},"timestamp":"2026-04-07T14:44:13.196Z"},"isSnapshotUpdate":false} +{"parentUuid":"b7c00b57-9845-4129-87e3-7160dc053f35","isSidechain":false,"promptId":"f6778983-7171-4c1b-8103-da36418bcf5e","type":"user","message":{"role":"user","content":"I will have quotes commonly"},"uuid":"1ae6b3ce-be4c-4e7e-a553-139abacdf81a","timestamp":"2026-04-07T14:44:10.952Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"1ae6b3ce-be4c-4e7e-a553-139abacdf81a","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01DGBRYJeFCRxA5EFw3ycWJv","type":"message","role":"assistant","content":[{"type":"text","text":"\n\nThe issue is that bleve's analyzer strips the quotes and treats each word independently. Let me clean the query to remove quotes before searching — they're just UI element names the user is referencing, not search operators."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":283,"cache_read_input_tokens":69759,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":283},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpb8qxCQ1yLcPHXRnrVe","type":"assistant","uuid":"dc8784d3-e65d-449d-a06e-14be65381c22","timestamp":"2026-04-07T14:44:19.319Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"dc8784d3-e65d-449d-a06e-14be65381c22","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01DGBRYJeFCRxA5EFw3ycWJv","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Q88WKm21nSpbmKKmjJxrKL","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go"},"caller":{"type":"direct"}}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":283,"cache_read_input_tokens":69759,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":283},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpb8qxCQ1yLcPHXRnrVe","type":"assistant","uuid":"1fbc4fda-3a0d-46de-82ad-9b6ce978e691","timestamp":"2026-04-07T14:44:20.541Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"1fbc4fda-3a0d-46de-82ad-9b6ce978e691","isSidechain":false,"promptId":"f6778983-7171-4c1b-8103-da36418bcf5e","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Q88WKm21nSpbmKKmjJxrKL","type":"tool_result","content":"1\tpackage rag\n2\t\n3\timport (\n4\t\t\"context\"\n5\t\t\"fmt\"\n6\t\t\"log\"\n7\t\t\"strings\"\n8\t\n9\t\t\"github.com/netbirdio/netbird/explain\"\n10\t)\n11\t\n12\t// MiddlewareConfig configures the RAG middleware.\n13\ttype MiddlewareConfig struct {\n14\t\t// IndexPath is the path to the bleve index directory.\n15\t\tIndexPath string\n16\t\t// TopK is the number of chunks to retrieve per query.\n17\t\tTopK int\n18\t}\n19\t\n20\t// NewMiddleware returns an explain.Middleware that enriches messages with\n21\t// relevant documentation chunks retrieved via BM25 full-text search.\n22\tfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n23\t\ttopK := cfg.TopK\n24\t\tif topK <= 0 {\n25\t\t\ttopK = 5\n26\t\t}\n27\t\n28\t\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n29\t\t\tquery := extractQuery(messages)\n30\t\t\tif query == \"\" {\n31\t\t\t\treturn next(ctx, messages)\n32\t\t\t}\n33\t\n34\t\t\tresults, err := Search(cfg.IndexPath, query, topK)\n35\t\t\tif err != nil {\n36\t\t\t\tlog.Printf(\"[rag] search error: %v\", err)\n37\t\t\t\treturn next(ctx, messages)\n38\t\t\t}\n39\t\n40\t\t\tif len(results) == 0 {\n41\t\t\t\tlog.Printf(\"[rag] query=%q no results found\", query)\n42\t\t\t\treturn next(ctx, messages)\n43\t\t\t}\n44\t\n45\t\t\tlog.Printf(\"[rag] query=%q matched %d chunks:\", query, len(results))\n46\t\t\tfor i, r := range results {\n47\t\t\t\tlog.Printf(\"[rag] %d. score=%.2f %s | %s\", i+1, r.Score, r.Source, r.Heading)\n48\t\t\t}\n49\t\n50\t\t\tcontextMsg := explain.Message{\n51\t\t\t\tRole: explain.RoleContext,\n52\t\t\t\tContent: formatResults(results),\n53\t\t\t}\n54\t\n55\t\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n56\t\t\t// Insert context after any system messages but before user messages.\n57\t\t\tinserted := false\n58\t\t\tfor _, m := range messages {\n59\t\t\t\tif !inserted && m.Role != explain.RoleSystem {\n60\t\t\t\t\tenriched = append(enriched, contextMsg)\n61\t\t\t\t\tinserted = true\n62\t\t\t\t}\n63\t\t\t\tenriched = append(enriched, m)\n64\t\t\t}\n65\t\t\tif !inserted {\n66\t\t\t\tenriched = append(enriched, contextMsg)\n67\t\t\t}\n68\t\n69\t\t\treturn next(ctx, enriched)\n70\t\t}\n71\t}\n72\t\n73\t// extractQuery pulls the last user message as the search query.\n74\tfunc extractQuery(messages []explain.Message) string {\n75\t\tfor i := len(messages) - 1; i >= 0; i-- {\n76\t\t\tif messages[i].Role == explain.RoleUser {\n77\t\t\t\treturn messages[i].Content\n78\t\t\t}\n79\t\t}\n80\t\treturn \"\"\n81\t}\n82\t\n83\tfunc formatResults(results []SearchResult) string {\n84\t\tvar b strings.Builder\n85\t\tb.WriteString(\"Relevant documentation:\\n\\n\")\n86\t\tfor i, r := range results {\n87\t\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n88\t\t\tif i < len(results)-1 {\n89\t\t\t\tb.WriteString(\"\\n\")\n90\t\t\t}\n91\t\t}\n92\t\treturn b.String()\n93\t}"}]},"uuid":"0bb48472-d95c-49c3-91cb-b13583e78347","timestamp":"2026-04-07T14:44:20.571Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go","content":"package rag\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"strings\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\n// MiddlewareConfig configures the RAG middleware.\ntype MiddlewareConfig struct {\n\t// IndexPath is the path to the bleve index directory.\n\tIndexPath string\n\t// TopK is the number of chunks to retrieve per query.\n\tTopK int\n}\n\n// NewMiddleware returns an explain.Middleware that enriches messages with\n// relevant documentation chunks retrieved via BM25 full-text search.\nfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n\ttopK := cfg.TopK\n\tif topK <= 0 {\n\t\ttopK = 5\n\t}\n\n\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[rag] search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\tlog.Printf(\"[rag] query=%q no results found\", query)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tlog.Printf(\"[rag] query=%q matched %d chunks:\", query, len(results))\n\t\tfor i, r := range results {\n\t\t\tlog.Printf(\"[rag] %d. score=%.2f %s | %s\", i+1, r.Score, r.Source, r.Heading)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn b.String()\n}","numLines":93,"startLine":1,"totalLines":93}},"sourceToolAssistantUUID":"1fbc4fda-3a0d-46de-82ad-9b6ce978e691","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"0bb48472-d95c-49c3-91cb-b13583e78347","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_015sj5inkfaxEnCFP7oPhKCA","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01U8ASFyEh8S8ae5dw1EjUwo","name":"Edit","input":{"replace_all":false,"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go","old_string":"// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}","new_string":"// extractQuery pulls the last user message as the search query,\n// stripping quotes that would interfere with BM25 scoring.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn cleanQuery(messages[i].Content)\n\t\t}\n\t}\n\treturn \"\"\n}\n\n// cleanQuery removes quotation marks and extra whitespace from the query.\nfunc cleanQuery(q string) string {\n\tq = strings.NewReplacer(\n\t\t`\"`, \" \",\n\t\t`\"`, \" \",\n\t\t`\"`, \" \",\n\t\t`'`, \" \",\n\t\t`'`, \" \",\n\t\t`'`, \" \",\n\t).Replace(q)\n\treturn strings.Join(strings.Fields(q), \" \")\n}"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":1081,"cache_read_input_tokens":70042,"output_tokens":419,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":1081,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpb9noUAMuqc4P9J9EWL","type":"assistant","uuid":"fd5da405-0e73-4999-a89e-1c14929b0d6f","timestamp":"2026-04-07T14:44:32.274Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"feat/local-user-totp","slug":"shiny-meandering-bear"} +{"parentUuid":"fd5da405-0e73-4999-a89e-1c14929b0d6f","isSidechain":false,"promptId":"f6778983-7171-4c1b-8103-da36418bcf5e","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01U8ASFyEh8S8ae5dw1EjUwo","type":"tool_result","content":"The file /Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go has been updated successfully."}]},"uuid":"a4494a1d-914e-4727-b518-47c36347093a","timestamp":"2026-04-07T14:45:58.535Z","toolUseResult":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/rag/middleware.go","oldString":"package rag\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"strings\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\n// MiddlewareConfig configures the RAG middleware.\ntype MiddlewareConfig struct {\n\t// IndexPath is the path to the bleve index directory.\n\tIndexPath string\n\t// TopK is the number of chunks to retrieve per query.\n\tTopK int\n}\n\n// NewMiddleware returns an explain.Middleware that enriches messages with\n// relevant documentation chunks retrieved via BM25 full-text search.\nfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n\ttopK := cfg.TopK\n\tif topK <= 0 {\n\t\ttopK = 5\n\t}\n\n\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[rag] search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\tlog.Printf(\"[rag] query=%q no results found\", query)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tlog.Printf(\"[rag] query=%q matched %d chunks:\", query, len(results))\n\t\tfor i, r := range results {\n\t\t\tlog.Printf(\"[rag] %d. score=%.2f %s | %s\", i+1, r.Score, r.Source, r.Heading)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn b.String()\n}","newString":"package rag\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"strings\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\n// MiddlewareConfig configures the RAG middleware.\ntype MiddlewareConfig struct {\n\t// IndexPath is the path to the bleve index directory.\n\tIndexPath string\n\t// TopK is the number of chunks to retrieve per query.\n\tTopK int\n}\n\n// NewMiddleware returns an explain.Middleware that enriches messages with\n// relevant documentation chunks retrieved via BM25 full-text search.\nfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n\ttopK := cfg.TopK\n\tif topK <= 0 {\n\t\ttopK = 5\n\t}\n\n\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[rag] search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\tlog.Printf(\"[rag] query=%q no results found\", query)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tlog.Printf(\"[rag] query=%q matched %d chunks:\", query, len(results))\n\t\tfor i, r := range results {\n\t\t\tlog.Printf(\"[rag] %d. score=%.2f %s | %s\", i+1, r.Score, r.Source, r.Heading)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query,\n// stripping quotes that would interfere with BM25 scoring.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn cleanQuery(messages[i].Content)\n\t\t}\n\t}\n\treturn \"\"\n}\n\n// cleanQuery removes quotation marks and extra whitespace from the query.\nfunc cleanQuery(q string) string {\n\tq = strings.NewReplacer(\n\t\t`\"`, \" \",\n\t\t`\"`, \" \",\n\t\t`\"`, \" \",\n\t\t`'`, \" \",\n\t\t`'`, \" \",\n\t\t`'`, \" \",\n\t).Replace(q)\n\treturn strings.Join(strings.Fields(q), \" \")\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn b.String()\n}","originalFile":"package rag\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\t\"log\"\n\t\"strings\"\n\n\t\"github.com/netbirdio/netbird/explain\"\n)\n\n// MiddlewareConfig configures the RAG middleware.\ntype MiddlewareConfig struct {\n\t// IndexPath is the path to the bleve index directory.\n\tIndexPath string\n\t// TopK is the number of chunks to retrieve per query.\n\tTopK int\n}\n\n// NewMiddleware returns an explain.Middleware that enriches messages with\n// relevant documentation chunks retrieved via BM25 full-text search.\nfunc NewMiddleware(cfg MiddlewareConfig) explain.Middleware {\n\ttopK := cfg.TopK\n\tif topK <= 0 {\n\t\ttopK = 5\n\t}\n\n\treturn func(ctx context.Context, messages []explain.Message, next func(context.Context, []explain.Message) (string, error)) (string, error) {\n\t\tquery := extractQuery(messages)\n\t\tif query == \"\" {\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tresults, err := Search(cfg.IndexPath, query, topK)\n\t\tif err != nil {\n\t\t\tlog.Printf(\"[rag] search error: %v\", err)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tif len(results) == 0 {\n\t\t\tlog.Printf(\"[rag] query=%q no results found\", query)\n\t\t\treturn next(ctx, messages)\n\t\t}\n\n\t\tlog.Printf(\"[rag] query=%q matched %d chunks:\", query, len(results))\n\t\tfor i, r := range results {\n\t\t\tlog.Printf(\"[rag] %d. score=%.2f %s | %s\", i+1, r.Score, r.Source, r.Heading)\n\t\t}\n\n\t\tcontextMsg := explain.Message{\n\t\t\tRole: explain.RoleContext,\n\t\t\tContent: formatResults(results),\n\t\t}\n\n\t\tenriched := make([]explain.Message, 0, len(messages)+1)\n\t\t// Insert context after any system messages but before user messages.\n\t\tinserted := false\n\t\tfor _, m := range messages {\n\t\t\tif !inserted && m.Role != explain.RoleSystem {\n\t\t\t\tenriched = append(enriched, contextMsg)\n\t\t\t\tinserted = true\n\t\t\t}\n\t\t\tenriched = append(enriched, m)\n\t\t}\n\t\tif !inserted {\n\t\t\tenriched = append(enriched, contextMsg)\n\t\t}\n\n\t\treturn next(ctx, enriched)\n\t}\n}\n\n// extractQuery pulls the last user message as the search query.\nfunc extractQuery(messages []explain.Message) string {\n\tfor i := len(messages) - 1; i >= 0; i-- {\n\t\tif messages[i].Role == explain.RoleUser {\n\t\t\treturn messages[i].Content\n\t\t}\n\t}\n\treturn \"\"\n}\n\nfunc formatResults(results []SearchResult) string {\n\tvar b strings.Builder\n\tb.WriteString(\"Relevant documentation:\\n\\n\")\n\tfor i, r := range results {\n\t\tfmt.Fprintf(&b, \"---\\nSource: %s\\nSection: %s\\n\\n%s\\n\", r.Source, r.Heading, r.Body)\n\t\tif i < len(results)-1 {\n\t\t\tb.WriteString(\"\\n\")\n\t\t}\n\t}\n\treturn b.String()\n}","structuredPatch":[{"oldStart":70,"oldLines":16,"newStart":70,"newLines":30,"lines":[" }"," }"," ","-// extractQuery pulls the last user message as the search query.","+// extractQuery pulls the last user message as the search query,","+// stripping quotes that would interfere with BM25 scoring."," func extractQuery(messages []explain.Message) string {"," for i := len(messages) - 1; i >= 0; i-- {"," if messages[i].Role == explain.RoleUser {","- return messages[i].Content","+ return cleanQuery(messages[i].Content)"," }"," }"," return \"\""," }"," ","+// cleanQuery removes quotation marks and extra whitespace from the query.","+func cleanQuery(q string) string {","+ q = strings.NewReplacer(","+ `\"`, \" \",","+ `\"`, \" \",","+ `\"`, \" \",","+ `'`, \" \",","+ `'`, \" \",","+ `'`, \" \",","+ ).Replace(q)","+ return strings.Join(strings.Fields(q), \" \")","+}","+"," func formatResults(results []SearchResult) string {"," var b strings.Builder"," b.WriteString(\"Relevant 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Keep it brief."},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":62624,"cache_read_input_tokens":11269,"output_tokens":277,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":62624,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpgz2PSyqh6WQMUVFLWE","type":"assistant","uuid":"cb1505df-5d18-4295-8d1c-b8edcf89aa7d","timestamp":"2026-04-07T16:01:03.086Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"cb1505df-5d18-4295-8d1c-b8edcf89aa7d","isSidechain":false,"promptId":"7aa8d30d-d1e1-4070-b877-c0fd15b36d06","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_018bnHLqGgwE3C27hBrjQftG","type":"tool_result","content":[{"type":"text","text":"Here are the key facts:\n\n**What it exposes:**\n- Web UI at `http://localhost:6280`\n- MCP endpoint at `http://localhost:6280/sse` (Server-Sent Events transport)\n\n**How to run it:**\n- `npx @arabold/docs-mcp-server@latest` (requires Node.js 22+)\n- Or via Docker: `docker run --rm -v docs-mcp-data:/data -v docs-mcp-config:/config -p 6280:6280 ghcr.io/arabold/docs-mcp-server:latest --protocol http --host 0.0.0.0 --port 6280`\n\n**Configuration (args/env):**\n- `OPENAI_API_KEY` env var (for embeddings)\n- CLI flags: `--protocol http`, `--host 0.0.0.0`, `--port 6280`, `--quiet`, `--verbose`\n\n**Client connection (e.g. Claude Desktop `claude_desktop_config.json`):**\n```json\n{\n \"mcpServers\": {\n \"docs-mcp-server\": {\n \"type\": \"sse\",\n \"url\": \"http://localhost:6280/sse\"\n }\n }\n}\n```\n\nThe transport is SSE (not stdio), so you run the server as a standalone process and point your MCP client at the `/sse` endpoint on port 6280."},{"type":"text","text":"agentId: a811acf9cdf2774c8 (use SendMessage with to: 'a811acf9cdf2774c8' to continue this agent)\ntotal_tokens: 10239\ntool_uses: 3\nduration_ms: 28341"}]}]},"uuid":"3514b847-d92f-49f1-ac8f-ea5923d393cd","timestamp":"2026-04-07T16:01:31.925Z","toolUseResult":{"status":"completed","prompt":"Fetch https://github.com/arabold/docs-mcp-server and tell me: what URL does this MCP server expose, how do you configure it (env vars, args), and what's the typical endpoint URL for connecting to it as a client? I need just the key facts - URL format, how to run it, and how a client connects. Keep it brief.","agentId":"a811acf9cdf2774c8","agentType":"general-purpose","content":[{"type":"text","text":"Here are the key facts:\n\n**What it exposes:**\n- Web UI at `http://localhost:6280`\n- MCP endpoint at `http://localhost:6280/sse` (Server-Sent Events transport)\n\n**How to run it:**\n- `npx @arabold/docs-mcp-server@latest` (requires Node.js 22+)\n- Or via Docker: `docker run --rm -v docs-mcp-data:/data -v docs-mcp-config:/config -p 6280:6280 ghcr.io/arabold/docs-mcp-server:latest --protocol http --host 0.0.0.0 --port 6280`\n\n**Configuration (args/env):**\n- `OPENAI_API_KEY` env var (for embeddings)\n- CLI flags: `--protocol http`, `--host 0.0.0.0`, `--port 6280`, `--quiet`, `--verbose`\n\n**Client connection (e.g. Claude Desktop `claude_desktop_config.json`):**\n```json\n{\n \"mcpServers\": {\n \"docs-mcp-server\": {\n \"type\": \"sse\",\n \"url\": \"http://localhost:6280/sse\"\n }\n }\n}\n```\n\nThe transport is SSE (not stdio), so you run the server as a standalone process and point your MCP client at the `/sse` endpoint on port 6280."}],"totalDurationMs":28341,"totalTokens":10239,"totalToolUseCount":3,"usage":{"input_tokens":1,"cache_creation_input_tokens":641,"cache_read_input_tokens":9249,"output_tokens":348,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":0,"ephemeral_5m_input_tokens":641},"inference_geo":"","iterations":[],"speed":"standard"}},"sourceToolAssistantUUID":"cb1505df-5d18-4295-8d1c-b8edcf89aa7d","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"3514b847-d92f-49f1-ac8f-ea5923d393cd","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_016dzpGAxzzsg6vyqkgvYYjU","type":"message","role":"assistant","content":[{"type":"text","text":"Your Anthropic provider already supports MCP servers. The `docs-mcp-server` exposes an SSE endpoint at `http://localhost:6280/sse`."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":705,"cache_read_input_tokens":73893,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":705},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZph3EUZPsymBiYUNj4J2","type":"assistant","uuid":"becf4558-8df1-4c48-a9d3-368ad725b6ef","timestamp":"2026-04-07T16:01:41.562Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"becf4558-8df1-4c48-a9d3-368ad725b6ef","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_016dzpGAxzzsg6vyqkgvYYjU","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01L4wbKibZVtbdqNTEL8t2Ba","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/config.yaml.example"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":705,"cache_read_input_tokens":73893,"output_tokens":119,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":705,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZph3EUZPsymBiYUNj4J2","type":"assistant","uuid":"c30a2f58-5e1c-4f88-aaef-73911725467f","timestamp":"2026-04-07T16:01:41.743Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"c30a2f58-5e1c-4f88-aaef-73911725467f","isSidechain":false,"promptId":"7aa8d30d-d1e1-4070-b877-c0fd15b36d06","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01L4wbKibZVtbdqNTEL8t2Ba","type":"tool_result","content":"1\tlisten: \":3080\"\n2\tprovider: anthropic\n3\tapi_key: \"your-api-key-here\"\n4\tmodel: claude-sonnet-4-6\n5\tbearer_token: \"\"\n6\t\n7\trag:\n8\t index_path: \"explain/cmd/docs.bleve\"\n9\t top_k: 5\n10\t\n11\tsystem_prompt: |\n12\t You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n13\t Your role is to help users understand features and UI elements in the NetBird dashboard.\n14\t\n15\t Use the provided relevant documentation in the context to support your answer.\n16\t Normally the core concept are described in the index.mdx file\n17\t\n18\t Guidelines:\n19\t - Be concise and direct. Explain what things do, not how to navigate to them.\n20\t - Use the documentation as your primary source of truth.\n21\t - Use examples to illustrate concepts.\n22\t - If the docs don't cover the user's question, say so rather than guessing.\n23\t - Format responses in Markdown with bold for key terms."}]},"uuid":"5533b019-4e94-46c0-9b5c-f8318c4b214d","timestamp":"2026-04-07T16:01:41.795Z","toolUseResult":{"type":"text","file":{"filePath":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/config.yaml.example","content":"listen: \":3080\"\nprovider: anthropic\napi_key: \"your-api-key-here\"\nmodel: claude-sonnet-4-6\nbearer_token: \"\"\n\nrag:\n index_path: \"explain/cmd/docs.bleve\"\n top_k: 5\n\nsystem_prompt: |\n You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n Your role is to help users understand features and UI elements in the NetBird dashboard.\n\n Use the provided relevant documentation in the context to support your answer.\n Normally the core concept are described in the index.mdx file\n\n Guidelines:\n - Be concise and direct. 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Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - Use examples to illustrate concepts.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.","originalFile":"listen: \":3080\"\nprovider: anthropic\napi_key: \"your-api-key-here\"\nmodel: claude-sonnet-4-6\nbearer_token: \"\"\n\nrag:\n index_path: \"explain/cmd/docs.bleve\"\n top_k: 5\n\nsystem_prompt: |\n You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n Your role is to help users understand features and UI elements in the NetBird dashboard.\n\n Use the provided relevant documentation in the context to support your answer.\n Normally the core concept are described in the index.mdx file\n\n Guidelines:\n - Be concise and direct. Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - Use examples to illustrate concepts.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.","structuredPatch":[{"oldStart":8,"oldLines":6,"newStart":8,"newLines":12,"lines":[" index_path: \"explain/cmd/docs.bleve\""," top_k: 5"," ","+# MCP servers for tool-augmented responses (requires provider: anthropic)","+# Run: npx @arabold/docs-mcp-server@latest --protocol http --port 6280","+mcp_servers:","+ - name: \"netbird-docs\"","+ url: \"http://localhost:6280/sse\"","+"," system_prompt: |"," You are an AI assistant for NetBird, a p2p VPN and remote access platform."," Your role is to help users understand features and UI elements in the NetBird dashboard."]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"4636fa64-7000-43c3-ba11-2c29803a18f0","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"08daa214-8ae9-40ad-9143-d35de33e909b","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AkXrha2TxUnfENkbTsaDhU","type":"message","role":"assistant","content":[{"type":"text","text":"Now add it to your actual config too:"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":311,"cache_read_input_tokens":75013,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":311},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZph7SpKxJJvruGMJNrFo","type":"assistant","uuid":"9f1d890e-c08f-4951-96fb-ee8b79155a8e","timestamp":"2026-04-07T16:02:37.805Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"9f1d890e-c08f-4951-96fb-ee8b79155a8e","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01AkXrha2TxUnfENkbTsaDhU","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01CqCwoysR6wtj4g61g3cuKS","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/config.yaml"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":311,"cache_read_input_tokens":75013,"output_tokens":88,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":311,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZph7SpKxJJvruGMJNrFo","type":"assistant","uuid":"b570451d-38a7-4b6c-8867-71d0f499e953","timestamp":"2026-04-07T16:02:38.364Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"b570451d-38a7-4b6c-8867-71d0f499e953","isSidechain":false,"promptId":"7aa8d30d-d1e1-4070-b877-c0fd15b36d06","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CqCwoysR6wtj4g61g3cuKS","type":"tool_result","content":"1\tlisten: \":3080\"\n2\tprovider: anthropic\n3\tapi_key: REDACTED\n4\tmodel: claude-sonnet-4-6\n5\tbearer_token: \"\"\n6\t\n7\trag:\n8\t index_path: \"explain/cmd/docs.bleve\"\n9\t top_k: 5\n10\t\n11\tsystem_prompt: |\n12\t You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n13\t Your role is to help users understand features and UI elements in the NetBird dashboard.\n14\t \n15\t Use the provided relevant documentation in the context to support your answer. \n16\t Normally the core concept are described in the index.mdx file\n17\t \n18\t Guidelines:\n19\t - Be concise and direct. 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Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - Use examples to illustrate concepts.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.\n","newString":"listen: \":3080\"\nprovider: anthropic\napi_key: REDACTED\nmodel: claude-sonnet-4-6\nbearer_token: \"\"\n\nrag:\n index_path: \"explain/cmd/docs.bleve\"\n top_k: 5\n\nmcp_servers:\n - name: \"netbird-docs\"\n url: \"http://localhost:6280/sse\"\n\nsystem_prompt: |\n You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n Your role is to help users understand features and UI elements in the NetBird dashboard.\n \n Use the provided relevant documentation in the context to support your answer. \n Normally the core concept are described in the index.mdx file\n \n Guidelines:\n - Be concise and direct. Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - Use examples to illustrate concepts.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.\n","originalFile":"listen: \":3080\"\nprovider: anthropic\napi_key: REDACTED\nmodel: claude-sonnet-4-6\nbearer_token: \"\"\n\nrag:\n index_path: \"explain/cmd/docs.bleve\"\n top_k: 5\n\nsystem_prompt: |\n You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n Your role is to help users understand features and UI elements in the NetBird dashboard.\n \n Use the provided relevant documentation in the context to support your answer. \n Normally the core concept are described in the index.mdx file\n \n Guidelines:\n - Be concise and direct. Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - Use examples to illustrate concepts.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.\n\n","structuredPatch":[{"oldStart":8,"oldLines":6,"newStart":8,"newLines":10,"lines":[" index_path: \"explain/cmd/docs.bleve\""," top_k: 5"," ","+mcp_servers:","+ - name: \"netbird-docs\"","+ url: \"http://localhost:6280/sse\"","+"," system_prompt: |"," You are an AI assistant for NetBird, a p2p VPN and remote access platform."," Your role is to help users understand features and UI elements in the NetBird dashboard."]}],"userModified":false,"replaceAll":false},"sourceToolAssistantUUID":"c591abdf-670e-4058-af76-bb8ba766b75e","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"070e3210-5453-4e8b-b7b2-823dc77ae38f","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_0157RWRYcqNvZxdpWVVbWc4J","type":"message","role":"assistant","content":[{"type":"text","text":"Done. To use it:\n\n1. Start the docs MCP server: `npx @arabold/docs-mcp-server@latest --protocol http --port 6280`\n2. Index your NetBird docs into it via its web UI at `http://localhost:6280`\n3. Restart your explain server\n\nClaude will then have access to the MCP server's tools (doc search/retrieval) alongside the local bleve RAG context. Note the MCP server requires an `OPENAI_API_KEY` env var for its embeddings."}],"stop_reason":"end_turn","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":263,"cache_read_input_tokens":75797,"output_tokens":127,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":263,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZph8BVN1k3HZgutoBGhs","type":"assistant","uuid":"cc7b012b-c0f1-4c1a-ab5f-4f8dbdc5727a","timestamp":"2026-04-07T16:02:52.249Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"cc7b012b-c0f1-4c1a-ab5f-4f8dbdc5727a","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks claude-code stop","durationMs":3940}],"hookErrors":[],"preventedContinuation":false,"stopReason":"","hasOutput":true,"level":"suggestion","timestamp":"2026-04-07T16:02:56.239Z","uuid":"238c2ea6-0cfa-4fb7-aa4f-7834fd3506d0","toolUseID":"f34d651a-5606-4815-9b25-108d23e117ed","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"238c2ea6-0cfa-4fb7-aa4f-7834fd3506d0","isSidechain":false,"type":"system","subtype":"turn_duration","durationMs":79042,"messageCount":301,"timestamp":"2026-04-07T16:02:56.241Z","uuid":"48a4c880-a0d8-423d-8a72-c1a2eec41b47","isMeta":false,"userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"48a4c880-a0d8-423d-8a72-c1a2eec41b47","isSidechain":false,"promptId":"b7623e78-8bc6-45d4-a85f-93aef0293817","type":"user","message":{"role":"user","content":"Sorry, I couldn't get a response. Error: 502: {\"error\":\"Anthropic API error 400: {\"type\":\"error\",\"error\":{\"type\":\"invalid_request_error\",\"message\":\"Connection error while communicating with MCP server: Server error: Access to this MCP server is blocked\"},\"request_id\":\"req_011CZphVC5BBRMtyVf7TZCXE\"}\"}"},"uuid":"cefcfe8c-6538-453d-9237-854494d9bbd2","timestamp":"2026-04-07T16:07:59.698Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"cefcfe8c-6538-453d-9237-854494d9bbd2","snapshot":{"messageId":"cefcfe8c-6538-453d-9237-854494d9bbd2","trackedFileBackups":{"/tmp/searchtest.go":{"backupFileName":"564210192d906466@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/rag/middleware.go":{"backupFileName":"45e6082aa6904703@v4","version":4,"backupTime":"2026-04-07T14:55:06.175Z"},"explain/cmd/index/main.go":{"backupFileName":"38e5cc6a115c0feb@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/rag/chunker.go":{"backupFileName":"174926882b03a81e@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/handler.go":{"backupFileName":"4f535b4804f87208@v2","version":2,"backupTime":"2026-04-07T14:32:42.690Z"},"explain/rag/index.go":{"backupFileName":"485d199d93b7ab8a@v3","version":3,"backupTime":"2026-04-07T14:41:59.395Z"},".gitignore":{"backupFileName":"c1832f19a4eee2d9@v1","version":1,"backupTime":"2026-04-07T14:58:43.851Z"},"explain/cmd/config.yaml.example":{"backupFileName":"cad7fd4df31a4834@v3","version":3,"backupTime":"2026-04-07T16:08:02.251Z"},"explain/cmd/config.yaml":{"backupFileName":"9a0d882dd5ddbae9@v7","version":7,"backupTime":"2026-04-07T16:08:02.260Z"}},"timestamp":"2026-04-07T16:08:02.260Z"},"isSnapshotUpdate":false} +{"parentUuid":"cefcfe8c-6538-453d-9237-854494d9bbd2","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01NQ6jeNbEsQuRGqE7BkETgY","type":"message","role":"assistant","content":[{"type":"text","text":"\n\nThe Anthropic API's remote MCP feature only connects to publicly accessible URLs — it can't reach `localhost:6280` since that's running on your machine, not on the internet.\n\nYou have two options:\n\n1. **Expose the MCP server publicly** — use a tunnel like `ngrok http 6280` or deploy it somewhere, then use that public URL\n2. **Call the MCP server locally from your Go code** instead of passing it to Anthropic — i.e., your server fetches from the MCP server and injects the results as context (same pattern as the bleve RAG middleware)\n\nWhich approach do you prefer?"}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":658,"cache_read_input_tokens":76060,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":658},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZphXZEhdD6NS42KJLp5T","type":"assistant","uuid":"75cce90a-c901-4f1a-8c0c-fdc5c9171739","timestamp":"2026-04-07T16:08:08.534Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"75cce90a-c901-4f1a-8c0c-fdc5c9171739","isSidechain":false,"type":"system","subtype":"stop_hook_summary","hookCount":1,"hookInfos":[{"command":"entire hooks claude-code stop","durationMs":3848}],"hookErrors":[],"preventedContinuation":false,"stopReason":"","hasOutput":true,"level":"suggestion","timestamp":"2026-04-07T16:08:12.581Z","uuid":"c8084e20-5d65-4311-822b-0d6e31c4fe58","toolUseID":"8f620f4e-4393-44dd-a0bf-75d23d195926","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"c8084e20-5d65-4311-822b-0d6e31c4fe58","isSidechain":false,"promptId":"afb45bcc-eb31-4321-b209-d2d90a7d2969","type":"user","message":{"role":"user","content":"❌ Search failed: Library netbird not found in store. Did you mean: netbird docs?"},"uuid":"3a4cd222-b1cd-4fcc-94cd-c0a24be61129","timestamp":"2026-04-07T16:54:36.940Z","permissionMode":"default","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"type":"file-history-snapshot","messageId":"3a4cd222-b1cd-4fcc-94cd-c0a24be61129","snapshot":{"messageId":"3a4cd222-b1cd-4fcc-94cd-c0a24be61129","trackedFileBackups":{"/tmp/searchtest.go":{"backupFileName":"564210192d906466@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/cmd/config.yaml.example":{"backupFileName":"cad7fd4df31a4834@v3","version":3,"backupTime":"2026-04-07T16:08:02.251Z"},"explain/rag/chunker.go":{"backupFileName":"174926882b03a81e@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/cmd/index/main.go":{"backupFileName":"38e5cc6a115c0feb@v2","version":2,"backupTime":"2026-04-07T13:15:09.269Z"},"explain/handler.go":{"backupFileName":"4f535b4804f87208@v2","version":2,"backupTime":"2026-04-07T14:32:42.690Z"},"explain/cmd/main.go":{"backupFileName":"db1a1211e3bb7d1f@v2","version":2,"backupTime":"2026-04-07T13:15:09.265Z"},"explain/rag/index.go":{"backupFileName":"485d199d93b7ab8a@v3","version":3,"backupTime":"2026-04-07T14:41:59.395Z"},".gitignore":{"backupFileName":"c1832f19a4eee2d9@v1","version":1,"backupTime":"2026-04-07T14:58:43.851Z"},"explain/rag/middleware.go":{"backupFileName":"45e6082aa6904703@v4","version":4,"backupTime":"2026-04-07T14:55:06.175Z"},"explain/cmd/config.yaml":{"backupFileName":"9a0d882dd5ddbae9@v8","version":8,"backupTime":"2026-04-07T16:54:39.107Z"}},"timestamp":"2026-04-07T16:54:39.107Z"},"isSnapshotUpdate":false} +{"parentUuid":"3a4cd222-b1cd-4fcc-94cd-c0a24be61129","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01KmJSafsbCiAYCRrMQJefbR","type":"message","role":"assistant","content":[{"type":"text","text":"\n\nThe MCP server has the library indexed as \"netbird docs\" (with a space), not \"netbird\". The tool call from Claude is using the wrong library name. You need to tell Claude the exact library name in the system prompt."}],"stop_reason":null,"stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":342,"cache_read_input_tokens":76718,"cache_creation":{"ephemeral_5m_input_tokens":0,"ephemeral_1h_input_tokens":342},"output_tokens":1,"service_tier":"standard","inference_geo":"not_available"}},"requestId":"req_011CZpm5jSMvyVtG7Z3YtYYb","type":"assistant","uuid":"4752fa46-220c-4676-ba4a-a286c3f83565","timestamp":"2026-04-07T16:54:43.823Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"4752fa46-220c-4676-ba4a-a286c3f83565","isSidechain":false,"message":{"model":"claude-opus-4-6","id":"msg_01KmJSafsbCiAYCRrMQJefbR","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01G59D83xy8YkKPU6DEiv53z","name":"Read","input":{"file_path":"/Users/misha/Documents/GolandProjects/netbird/netbird/explain/cmd/config.yaml"},"caller":{"type":"direct"}}],"stop_reason":"tool_use","stop_sequence":null,"stop_details":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":342,"cache_read_input_tokens":76718,"output_tokens":131,"server_tool_use":{"web_search_requests":0,"web_fetch_requests":0},"service_tier":"standard","cache_creation":{"ephemeral_1h_input_tokens":342,"ephemeral_5m_input_tokens":0},"inference_geo":"","iterations":[],"speed":"standard"}},"requestId":"req_011CZpm5jSMvyVtG7Z3YtYYb","type":"assistant","uuid":"c203b952-563a-420c-9f58-2556d58aad1f","timestamp":"2026-04-07T16:54:44.024Z","userType":"external","entrypoint":"cli","cwd":"/Users/misha/Documents/GolandProjects/netbird/netbird","sessionId":"605bd668-c127-4419-bd3f-8341d31b8c00","version":"2.1.91","gitBranch":"main","slug":"shiny-meandering-bear"} +{"parentUuid":"c203b952-563a-420c-9f58-2556d58aad1f","isSidechain":false,"promptId":"afb45bcc-eb31-4321-b209-d2d90a7d2969","type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01G59D83xy8YkKPU6DEiv53z","type":"tool_result","content":"1\tlisten: \":3080\"\n2\tprovider: anthropic\n3\tapi_key: REDACTED\n4\tmodel: claude-sonnet-4-6\n5\tbearer_token: \"\"\n6\t\n7\t# rag:\n8\t# index_path: \"explain/cmd/docs.bleve\"\n9\t# top_k: 5\n10\t\n11\tmcp_servers:\n12\t - name: \"netbird-docs\"\n13\t url: \"https://uqmwc38zn0bt.eu1.netbird.services/sse\"\n14\t\n15\tsystem_prompt: |\n16\t You are an AI assistant for NetBird, a p2p VPN and remote access platform.\n17\t Your role is to help users understand features and UI elements in the NetBird dashboard.\n18\t \n19\t Use the provided relevant documentation in the context to support your answer. \n20\t Normally the core concept are described in the index.mdx file\n21\t \n22\t Guidelines:\n23\t - Be concise and direct. 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Explain what things do, not how to navigate to them.\n - Use the documentation as your primary source of truth.\n - Use examples to illustrate concepts.\n - If the docs don't cover the user's question, say so rather than guessing.\n - Format responses in Markdown with bold for key terms.\n\n","structuredPatch":[{"oldStart":16,"oldLines":8,"newStart":16,"newLines":9,"lines":[" You are an AI assistant for NetBird, a p2p VPN and remote access platform."," Your role is to help users understand features and UI elements in the NetBird dashboard."," ","- Use the provided relevant documentation in the context to support your answer. 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You shoudl also check whether it is actually feasible as the store.db may not be created yet + +--- + +I need an idea of what AI tools and platfroms to use to enrich my model responses with our GitHub docs. + +--- + +I wanna try #5 + +--- + +2 + +--- + +my docs folder is here ../docs/ the actual mdx pages are here ../docs/src/pages + +--- + +how do I see that my query hits certain pages? can we add logs? + +--- + +when running my server in Goland: [rag] search error: open index: cannot open index, path does not exist + +--- + +I want to disable passed context (docs) for a while + +--- + +[Request interrupted by user for tool use] + +--- + +no, the API sends docs context, I just want to exclude it in the model + +--- + +[Request interrupted by user for tool use] + +--- + +in the handler just skip context docs + +--- + +I got these kind of answers when user asks for "What is a reverse proxy?" Based on the provided documentation context, the specific definition of a reverse proxy isn't covered in the excerpts available to me. + +However, in general networking terms, a reverse proxy is a server that sits in front of one or more backend services and forwards client requests to them — acting as an intermediary. + +In the context of NetBird's Reverse Proxy feature, based on what's available in the docs, it appears to allow you to expose internal services (HTTP, TCP, UDP, TLS) through NetBird's network, making them accessible without exposing them directly to the internet. + +For a complete and accurate explanation of NetBird's specific Reverse Proxy implementation, I'd recommend checking the full NetBird documentation directly, particularly the Reverse Proxy > Concepts section.. However the docs fully explain this + +--- + +Is lower score better? E.g., here: 2026/04/07 16:41:04 [rag] query="Explain \"Service Type\" on Add Service modal in Reverse Proxy" matched 5 chunks: +2026/04/07 16:41:04 [rag] 1. score=0.04 manage/reverse-proxy/index.mdx | Step 2: Configure service details +2026/04/07 16:41:04 [rag] 2. score=0.04 manage/reverse-proxy/authentication.mdx | Configuring authentication +2026/04/07 16:41:04 [rag] 3. score=0.04 manage/reverse-proxy/index.mdx | Step 1: Open the Reverse Proxy page +2026/04/07 16:41:04 [rag] 4. score=0.03 manage/reverse-proxy/custom-domains.mdx | Adding a custom domain +2026/04/07 16:41:04 [rag] 5. score=0.03 manage/reverse-proxy/troubleshooting.mdx | 2. Is the reverse proxy service showing in the dashboard? + +--- + +I will have quotes commonly + +--- + +create config.yaml.example and add config.yaml to git ignore along with the output of the docs.bleve store + +--- + +I now want to try using https://github.com/arabold/docs-mcp-server with claude as an mcp server. Could u plz add the mcp config? + +--- + +Sorry, I couldn't get a response. Error: 502: {"error":"Anthropic API error 400: {"type":"error","error":{"type":"invalid_request_error","message":"Connection error while communicating with MCP server: Server error: Access to this MCP server is blocked"},"request_id":"req_011CZphVC5BBRMtyVf7TZCXE"}"} + +--- + +❌ Search failed: Library netbird not found in store. Did you mean: netbird docs? \ No newline at end of file diff --git a/c1/6e1ac9e2f9/metadata.json b/c1/6e1ac9e2f9/metadata.json index 7eea1f6f1..196ccea1e 100644 --- a/c1/6e1ac9e2f9/metadata.json +++ b/c1/6e1ac9e2f9/metadata.json @@ -3,10 +3,16 @@ "checkpoint_id": "c16e1ac9e2f9", "strategy": "manual-commit", "branch": "main", - "checkpoints_count": 12, + "checkpoints_count": 22, "files_touched": [ + ".gitignore", "cmd", "explain/cmd/config.yaml", + "explain/cmd/config.yaml.example", + "explain/cmd/docs.bleve/index_meta.json", + "explain/cmd/docs.bleve/store/000000000002.zap", + "explain/cmd/docs.bleve/store/root.bolt", + "explain/cmd/index/main.go", "explain/cmd/main.go", "explain/doc.go", "explain/handler.go", @@ -15,6 +21,9 @@ "explain/provider_anthropic.go", "explain/provider_dify.go", "explain/provider_openai.go", + "explain/rag/chunker.go", + "explain/rag/index.go", + "explain/rag/middleware.go", "explain/types.go" ], "sessions": [ @@ -24,13 +33,20 @@ "context": "/c1/6e1ac9e2f9/0/context.md", "content_hash": "/c1/6e1ac9e2f9/0/content_hash.txt", "prompt": "/c1/6e1ac9e2f9/0/prompt.txt" + }, + { + "metadata": "/c1/6e1ac9e2f9/1/metadata.json", + "transcript": "/c1/6e1ac9e2f9/1/full.jsonl", + "context": "/c1/6e1ac9e2f9/1/context.md", + "content_hash": "/c1/6e1ac9e2f9/1/content_hash.txt", + "prompt": "/c1/6e1ac9e2f9/1/prompt.txt" } ], "token_usage": { - "input_tokens": 103, - "cache_creation_tokens": 69044, - "cache_read_tokens": 4064418, - "output_tokens": 28778, - "api_call_count": 75 + "input_tokens": 234, + "cache_creation_tokens": 199368, + "cache_read_tokens": 9276367, + "output_tokens": 52030, + "api_call_count": 170 } }