P0 - Must Have (Core Platform)
Multi-Source Connectors
Ingest from Confluence, SharePoint, OneDrive, email
Intelligent Chunking
Semantic document segmentation for retrieval
Vector Embedding Pipeline
Embeddings using Qwen gte-Qwen2 models
Hybrid Search
Vector + keyword search (Elasticsearch)
RAG API Endpoint
REST/GraphQL API for AI agents
Access Control
Azure AD SSO with RBAC enforcement
P1/P2 - Enhanced Features
Employee Search Portal
Natural language search (CN/EN)
Knowledge Graph
Relationship mapping via Alibaba GDB
Content Freshness
Auto-detect stale content
Usage Analytics
Search patterns via Cloud Monitor
Feedback Loop
Thumbs up/down to improve retrieval
AI Maintenance Agent
Auto-update and curate content