Pass memberType melalui pencarian RAG untuk audience- scoped hasil KB
Selesaikan tipe anggota dari MemberRepositori dan sertakan dalam permintaan pencarian RAG Sehingga DB vektor dapat menyaring artikel KB dengan jarak pandang pen...
Alat MCP integrasi dengan loop tool- call dalam arus percakapan sinkronisasi
Terstruktur kutipan post- pengolahan memastikan sumber RAG selalu dikutip
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...
Seperti apa yang Anda lihat pengiriman?
Semua itu tiba di ruang kerjamu sendiri. Mulailah dengan rencana gratis dan baca halaman ini lagi dalam sebulan.