 rogee
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c72e359e48
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Phase 3.1: Help Center semantic search with pgvector
- ArticleEmbeddingRepo (new): Upsert, GetByArticleID, DeleteByArticleID,
SearchByEmbedding using pgvector cosine distance (vector_embedding column)
- ArticleEmbedding model: add VectorEmbedding pgvector.Vector field
alongside existing JSONB Embedding (backward compatible)
- ArticleService: add SemanticSearch() — generates query embedding via LLM,
searches articles by cosine similarity; add GenerateEmbedding() — creates
and stores article embedding from title+description+content
- ArticleHandler: add SemanticSearch endpoint
GET /portals/:portal_id/articles/semantic_search?query=...
- bootstrap.go: inject articleEmbeddingRepo + llmProvider into ArticleService
- router.go: register /articles/semantic_search route
- migration 000049: add vector(1536) column to article_embeddings table,
create ivfflat index, migrate existing JSONB data to vector format
Verified: go build + go vet + go test all pass
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2026-07-08 15:38:08 +08:00 |
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rogee
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b769b9a3e4
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Phase 2: AutoReplyRule integration + AgentBot Captain type
AutoReplyRule complete integration:
- bootstrap.go: instantiate AutoReplyRuleService + AutoReplyListener,
register listener on channel dispatcher for message.created events
- router.go: register /captain/auto_reply_rules CRUD + /evaluate routes
- auto_reply_rule_handler.go: fix c.Param(id) → c.Param(account_id),
override evalCtx.AccountID from path param
- auto_reply_rule_service.go: add JSON tags to AutoReplyEvaluationContext
for correct request body binding
- auto_reply_listener.go (new): EventListener that triggers on incoming
messages, evaluates active rules, composes reply (static/LLM/mixed),
respects DelaySeconds and OneTimeOnly flags, sends via MessageService
- migration 000048: create captain_auto_reply_rules table
AgentBot + Captain integration:
- agent_bot_listener.go: add captainConvSvc field + SetCaptainConversationService
method. In HandleEvent loop, check bot.BotType == captain and route
to CaptainConversationService.BuildConversationResponseByAccount
instead of webhook push. Extract assistant_id from bot.Config JSONB,
extract conversation_id from event data.
- bootstrap.go: inject captainConversationService into agentBotListener
CaptainConversationService improvement:
- generateConversationResponse: use assistant config for system prompt,
model name, and temperature instead of hardcoded values
Verified:
- go build ./... passes
- go vet passes on all internal packages
- go test passes (service + repository + llm, SQLite mode)
- Auto-reply CRUD: create/get/update/delete all work
- Auto-reply evaluate: correctly matches hello → should_reply=true,
correctly rejects non-matching message
- Existing routes unaffected (assistants, RAG, conversation respond)
- Migration 000048 creates captain_auto_reply_rules table successfully
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2026-07-08 15:38:08 +08:00 |
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rogee
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42b8b6c7f9
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Activate Captain AI features: config, RAG routes, conversation handler
Phase 1 of AI_FEATURE_ROADMAP.md:
1. config.yaml: Add captain configuration section (llm_provider, llm_model,
llm_api_key, llm_base_url, embedding_model, embedding_dims, max_tokens,
temperature). Secrets injected via GOCHAT_CAPTAIN_LLM_API_KEY env var.
2. RAG route registration:
- bootstrap.go: instantiate RAGService + RAGHandler, add to Handlers
- router.go: register POST /captain/rag/query + /captain/rag/index/:response_id
- rag_handler.go: fix account_id param name (was "id", route uses "account_id")
3. CaptainConversationService activation:
- Remove "_ = captainConversationService" ignore in bootstrap.go
- Create CaptainConversationHandler with BuildResponse endpoint
- Register POST /captain/conversations/:conversation_id/respond route
- Fix account_id param name in handler
Verified:
- go build ./... passes
- go vet passes on all modified packages
- go test passes (llm + service packages)
- Server starts with captain config loaded
- RAG query/index routes return proper handler responses (not 404)
- Conversation respond route returns proper skip for non-pending conversations
- Existing captain routes unaffected (assistants list still works)
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2026-07-08 15:38:08 +08:00 |
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rogee
|
aeddedf2a3
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Reorganize repo: backend/, deploy/, docs/ layout + AGENTS.md
Restructure the monorepo into clear top-level directories:
- backend/: Go module root (cmd, internal, pkg, configs, migrations,
docs/swagger, scripts, tests, go.mod, Makefile, .air.toml)
- deploy/: Docker (Dockerfile, docker-compose*), quickstart, fluentd
- docs/: project documentation + reports/ (moved from repo root)
- AGENTS.md: new AI coding-agent guide at repo root
Update all references to the new layout:
- Dockerfile: COPY backend/go.mod, COPY backend/ (context = repo root)
- docker-compose files: context ../.., dockerfile deploy/docker/Dockerfile,
env_file ../../.env, volume mounts ../../backend:/app
- deploy/quickstart/compose.yaml: dockerfile deploy/docker/Dockerfile
- CI: working-directory: backend for go commands, file deploy/docker/Dockerfile,
coverage path backend/coverage.out, health_check backend/scripts/
- backend/Makefile: docker target uses -f ../deploy/docker/Dockerfile ../
- README: architecture tree, quickstart, config paths updated
Move root stray scripts (rename_models.*, run_m11_tests.sh, verify_build.sh,
gorm_bool_main.go) to backend/scripts/legacy/. All moves via git mv to
preserve history. Build, vet, SQLite tests, and docker compose config verified.
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2026-07-07 14:44:12 +08:00 |
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