Show HN: MemPalace Agent that sits in front of any LLM endpoint and gives memory

Category: ai-ml

Tags: ai-memory, semantic-search, local-storage

Score: 6.0/10 (Innovation: 6, Technical: 5, Documentation: 7, Utility: 6)

MemPalace is a local AI memory system that stores entire conversation histories verbatim using ChromaDB, organized via a 'palace' metaphor of wings, halls, and rooms for structured retrieval. It's interesting because it avoids AI summarization bias by preserving raw exchanges and offers an experimental compression dialect (AAAK) for token efficiency, though its benchmark-leading performance comes from raw mode rather than compression.

Target audience: backend devs, data engineers

Repository: https://github.com/skorotkiewicz/mempalace/tree/agent/agent · Python · MIT

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