Whth / fabricatio / 24018396347

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feat(memory): implement memory storage and retrieval system with Tantivy index

- Create Memory struct with content, importance, tags, and access tracking
- Implement MemoryStore with add, get, update, delete, and search operations
- Add search capabilities by content, tags, importance, recency, and access frequency
- Include automatic access count and timestamp updates
- Implement memory statistics aggregation with averages and totals
- Add batch operations for efficient memory processing
- Integrate Tantivy search engine for full-text search capabilities
- Provide Python bindings through PyO3 for cross-language compatibility
- Implement relevance scoring based on importance, recency, and access patterns

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