Feature Request: Third-Party AI Memory System Integration

[Teingi]

Summary

I would like to propose adding support for integrating third-party AI memory systems into the LemonAI project. This would allow users to leverage advanced memory management solutions like LangChain Memory, PowerMem, and other vector databases for better context management and semantic search capabilities.

Motivation

Currently, the project uses a local file-based memory system (LocalMemory) which works well for basic use cases. However, for more advanced scenarios, users might benefit from:

1. Semantic Search: Finding relevant memories based on meaning rather than exact text matching
2. Automatic Summarization: Compressing long conversation histories
3. Cross-Conversation Memory: Sharing memories across different conversations
4. Scalability: Handling large volumes of memories efficiently
5. Advanced Memory Management: Features like memory importance scoring, automatic pruning, etc.

[Teingi]

powermem: https://github.com/oceanbase/powermem