{"repo":"verygoodplugins/automem","free":true,"listed":false,"github":"https://github.com/verygoodplugins/automem","clone":"git clone https://github.com/verygoodplugins/automem.git","description":"Long-term memory for AI assistants. Graph + vector store that recalls decisions, relationships, and context across sessions.","language":"Python","stars":799,"topics":["ai","ai-memory","anthropic","falkordb","graph-database","llm","memory","qdrant","vector-database","automem"],"license":"MIT","category":"databases-storage","readme_excerpt":"Long-term memory for AI assistants. Graph + vector. Runs on your hardware. AutoMem Your AI forgets between sessions. RAG dumps documents that look similar. Vector databases match keywords but miss meaning. None of them learn. AutoMem stores typed relationships and embeddings. When you ask \"why did we choose PostgreSQL?\", recall returns not just the matching memory — but the alternatives you considered, the principle behind the choice, and the related decisions that came after. On its own internal harness, AutoMem scores 87.00% on LongMemEval full ( 97.00% recall@5) and 84.74% on LoCoMo full — but those are engineering baselines scored by a self-hosted judge ( gpt-5.4-mini ), and the same answers can swing 12 points on judge model alone. For comparison against other systems, the numbers that matter come from the neutral third-party board below. See benchmarks/EXPERIMENT LOG.md for methodology, judge policy, category breakdowns, and historical runs. On the neutral Agent Memory Benchmark AutoMem 0.16.0 was run through the neutral Agent Memory Benchmark (AMB, by vectorize-io) on a self-spinning FalkorDB + Qdrant stack with FastEmbed-local bge-base-en-v1.5 (768d) — no embedding API keys. The honest summary: AutoMem's strength is large-context scaling and efficiency , not verbatim conversational recall. - BEAM is the apples-to-apples axis (same benchmark, same Gemini answerer + judge). AutoMem scores above Honcho at every BEAM tier, and the gap widens with scale: +4.5pp at 100k, +0","default_branch":null,"files":null,"tree":[],"storefront":"/r/verygoodplugins","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/verygoodplugins/automem/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}