Commit Graph

2 Commits

Author SHA1 Message Date
Mai Development
dd4715643c feat(04-02): implement context-aware and timeline search capabilities
- Completed Task 2: Context-aware and timeline search
- ContextAwareSearch class with topic classification and result prioritization
- TimelineSearch class with date-range filtering and temporal proximity
- Enhanced MemoryManager with unified search interface
- Supports semantic, keyword, context-aware, timeline, and hybrid search
- Added search result dataclasses with relevance scoring
- Integrated all search strategies into MemoryManager.search() method

All search modes operational:
- Semantic search with sentence-transformers embeddings
- Context-aware search with topic-based prioritization
- Timeline search with date filtering and recency weighting
- Hybrid search combining multiple strategies

Search results include conversation context and relevance scoring as required.
2026-01-27 23:25:04 -05:00
Mai Development
bdba17773c feat(04-01): create memory module structure and SQLite manager
- Created src/memory module with MemoryManager stub
- Created src/memory/storage subpackage
- Implemented SQLiteManager with connection management and thread safety
- Database schema supports conversations, messages, and metadata
- Includes proper indexing and error handling

Schema:
- conversations table: id, title, timestamps, metadata, session stats
- messages table: id, conversation_id, role, content, importance, embedding_ref
- Foreign key constraints and performance indexes
- Thread-local connections with WAL mode for concurrency
2026-01-27 22:50:02 -05:00