Phase 4: Agent Assistant + Provenance + Entity Cards + Confidence Indicators
- Add llm_client.py for Kimi API integration with RAG and streaming support - Add Agent API endpoints: query, command, suggest - Add Provenance API for relation source tracking - Add Entity details API with mentions and relations - Add Entity evolution analysis API - Update workbench.html with Agent panel, entity cards, provenance modal - Update app.js with Agent chat, entity hover cards, relation provenance - Add low-confidence entity highlighting - Update STATUS.md with Phase 4 progress
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