Wondering why file based over DB (e.g. RAG with BM25). What are the advantages? Not really clear to me which memory system is better from first principles. Would love to hear any good literature suggestions if you know some.
We have developed and open-sourced a knowledge management application that works with multiple large providers like: ChatGPT, Claude, Gemini, Grok, and Kimi. So you can get all your scattered knowledge and conversations back.
Wondering why file based over DB (e.g. RAG with BM25). What are the advantages? Not really clear to me which memory system is better from first principles. Would love to hear any good literature suggestions if you know some.
We have developed and open-sourced a knowledge management application that works with multiple large providers like: ChatGPT, Claude, Gemini, Grok, and Kimi. So you can get all your scattered knowledge and conversations back.