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enias 053e8fc63b feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 
### Updated Epic 4 Documentation
- Enhanced Story 4.3: Multi-video Analysis with Multi-Agent System
  - Three perspective agents (Technical, Business, User)
  - Synthesis agent for unified summaries
  - Integration with existing AI ecosystem
  - Increased effort from 28 to 40 hours

- Enhanced Story 4.4: Custom Models & Enhanced Markdown Export
  - Executive summary generation (2-3 paragraphs)
  - Timestamped sections with [HH:MM:SS] format
  - Enhanced markdown structure with table of contents
  - Increased effort from 24 to 32 hours

- Enhanced Story 4.6: RAG-Powered Video Chat with ChromaDB
  - ChromaDB vector database integration
  - RAG implementation using existing test patterns
  - Chat interface with timestamp source references
  - DeepSeek integration for AI responses

### Epic Effort Updates
- Total Epic 4 effort: 126 → 146 hours
- Remaining work: 72 → 92 hours
- Implementation timeline extended to 4-5 weeks

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
 		2025-08-27 04:22:46 -04:00
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casting feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
contrib feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
deserializing feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
extensions feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
schema feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
security feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
spec feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
templating feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
testing feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
unmarshalling feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
validation feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
__init__.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
app.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
configurations.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
datatypes.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
exceptions.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
protocols.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
py.typed feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
shortcuts.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
types.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
typing.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
util.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00