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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
..
__init__.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
_orm_constructors.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
attributes.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
base.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
bulk_persistence.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
clsregistry.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
collections.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
context.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
decl_api.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
decl_base.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
dependency.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
descriptor_props.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
dynamic.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
evaluator.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
events.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
exc.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
identity.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
instrumentation.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
interfaces.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
loading.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
mapped_collection.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
mapper.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
path_registry.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
persistence.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
properties.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
query.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
relationships.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
scoping.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
session.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
state.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
state_changes.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
strategies.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
strategy_options.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
sync.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00
unitofwork.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
writeonly.py feat: Enhanced Epic 4 with Multi-Agent System and RAG Chat 2025-08-27 04:22:46 -04:00