c/memorilla

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memorilla: A memory system that gathers information from an entire document collection into query-dependent memory tokens for a frozen LLM.

What problem it solves A frozen LLM can only use information that fits in its context window, making it difficult to answer questions from large document collections or long interaction histories. Memorilla addresses this by reading a collection and supplying the LLM with a fixed number of query-dependent memory tokens. Key features Query-dependent memory compression — The system reads a complete …