atlas/tickets/backlog/TICKET-043_conversation-summarization.md
ilia 7c633a02ed Initialize project structure with essential files and documentation
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- Created README.md for project overview and goals
- Established ARCHITECTURE.md for architectural documentation
- Set up tickets directory with initial ticket management files
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This commit lays the foundation for the Atlas project, ensuring a clear structure for development and collaboration.
2026-01-05 20:09:44 -05:00

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# Ticket: Conversation Summarization & Pruning
## Ticket Information
- **ID**: TICKET-043
- **Title**: Conversation Summarization & Pruning
- **Type**: Feature
- **Priority**: Medium
- **Status**: Backlog
- **Track**: Safety/Memory
- **Milestone**: Milestone 3 - Memory, Reminders, Safety
- **Created**: 2024-01-XX
## Description
Implement conversation management:
- Session store design (local DB/files, retention duration)
- Summarization routines (after N turns or size threshold)
- Use work model or family model for summarization
- Privacy and deletion tools
## Acceptance Criteria
- [ ] Session store implemented
- [ ] Summarization working (scheduled or threshold-based)
- [ ] Context pruning functional
- [ ] Privacy deletion tools implemented
- [ ] Retention policy enforced
## Technical Details
Implementation:
- Store transcripts in DB or files
- Summarization: use LLM to condense old messages
- Pruning: remove old messages, keep summary
- Deletion: UI and admin tools to delete sessions
## Dependencies
- TICKET-027 (multi-turn conversation)
- TICKET-021 or TICKET-022 (LLM services)
- TICKET-024 (logging)
## Related Files
- `home-voice-agent/conversation/summarization/` (to be created)
## Notes
Can be implemented after first working chat. Important for long conversations.