# Ticket: Long-Term Memory Implementation

## Ticket Information

- **ID**: TICKET-042
- **Title**: Long-Term Memory Implementation
- **Type**: Feature
- **Priority**: High
- **Status**: Backlog
- **Track**: Safety/Memory
- **Milestone**: Milestone 3 - Memory, Reminders, Safety
- **Created**: 2024-01-XX

## Description

Implement long-term memory system:
- Create memory storage (DB schema)
- Implement write operations (with policy enforcement)
- Implement retrieval operations
- Integrate into prompts as separate section

## Acceptance Criteria

- [ ] Memory storage implemented
- [ ] Write operations working (with policy)
- [ ] Retrieval operations working
- [ ] Integration into prompts working
- [ ] Memory injection into LLM context
- [ ] Basic testing completed

## Technical Details

Implementation:
- SQLite database with schema
- API for read/write operations
- Policy enforcement (confirmation, heuristics)
- Prompt integration: retrieve relevant memories, inject into system prompt

## Dependencies

- TICKET-041 (memory design)
- TICKET-025 (system prompts)
- TICKET-021 or TICKET-022 (LLM server)

## Related Files

- `home-voice-agent/memory/` (to be created)

## Notes

Can be implemented after first working chat. Integrates with conversation handling.