Provider cost-tier/vision passthrough + internal one-shot vision endpoint
AiProviderController reads/echoes costTier + supportsVision. ProviderRoutingService gains selectVisionProvider(orgId, tier). **************** runs a one-shot vi...
Add public AI chat endpoints with RAG integration for anonymous visitors
Adds /api/ai/public/sessions endpoints for anonymous AI chat on marketing sites. Bypasses OTK auth filter for public paths. Uses public-facing system prompt and...
Pass memberType through RAG search for audience-scoped KB results
Resolve member type from MemberRepository and include it in RAG search requests so the vector DB can filter KB articles by audience visibility.
Structured citation post-processing ensures RAG sources are always cited
Wire ConversationContextService for sliding window context management
Trims conversation history to fit model's context window before sending to LLM. Keeps recent messages verbatim, summarizes older ones.
Include clickable source links in RAG context for AI chat
Update RagClient to embed markdown links in the context sent to the AI model. KB articles link to /kb/{guid}, notes link to /notes?id={noteId}. Instructs the mo...
Pass memberId to RAG for note-aware AI chat
Add extractMemberId to SessionHelper. Update RagClient to send memberId in search requests so RAG returns both org KB articles and the member's own AI-enabled n...
Add RAG context injection for Knowledge Base in AI chat
- New RagClient service for calling RAGService semantic search - ChatOrchestrationService injects KB context before AI responds - Configurable via AiOrgSettings...
Support enabling/disabling models via PUT /api/ai/providers/{id}
When the frontend sends a 'models' array of model IDs in the provider update request, models in the array are set active and models not in the array (belonging ...
Add POST **************** endpoint for sending chat messages
Receives user message, sends to AI provider via ChatOrchestrationService, returns complete response. Supports REST-based chat flow.
Add Hugging Face as dedicated provider type with custom adapter
- HuggingFaceAdapter handles HF's URL structure **************** - Model discovery via HF API (warm text-generation models) - Registered in ProviderAdapterFacto...
Add manual model creation, handle 410/404 in test, use discovered model for CUSTOM providers
- POST /api/ai/models endpoint for manually adding models - DELETE /api/ai/models/{id} endpoint - CUSTOM providers use first discovered model for chat test inst...
Implement model auto-discovery on provider test connection
Each provider adapter discovers available models from the provider API. Models are automatically saved to the database when Test Connection succeeds.
Scaffold AIService project with providers, services, websocket, and controllers
AI chat orchestration service on port 4205 with: - WebSocket streaming with session auth via ***/Redis - Chat orchestration with auto-routing, usage tracking, a...
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