Is your feature request related to a problem? Please describe.
Not particularly. This is an improvement idea that could turn episodic memory into a much powerful tool by using a dedicated RAG db under the hood.
Describe the solution you'd like
The current sqlite provides a very simple approach to memory management, and has its clear limitations.
I recommend moving the project to build upon https://github.com/yichuan-w/LEANN
I've used it a few times already, and it performs really well, with very small storage needs for a vector-based solution.
Describe alternatives you've considered
- Staying with the current solution
- Using a heavyweight vector-db that would likely require its dedicated infra or cloud service
Additional context
Is your feature request related to a problem? Please describe.
Not particularly. This is an improvement idea that could turn episodic memory into a much powerful tool by using a dedicated RAG db under the hood.
Describe the solution you'd like
The current sqlite provides a very simple approach to memory management, and has its clear limitations.
I recommend moving the project to build upon https://github.com/yichuan-w/LEANN
I've used it a few times already, and it performs really well, with very small storage needs for a vector-based solution.
Describe alternatives you've considered
Additional context