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.
Given the many LLM wikis that were recently shared here, I can recommend to read this SOTA review paper first. It's a gem and no need to reinvent the wheel when research is already a lot further and has a clear taxonomy on agentic memory.
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