MemPalace
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- BEAM 100K test: EverOS and Hindsight match full context with less text
A Reddit user tested 10 open-source AI memory systems on BEAM 100K using three fixed conversations and 60 rubric-graded questions. EverOS scored 70.1% with 3,336 retrieved tokens and Hindsight scored 67.8% with 4,913, compared with 69.5% for the 115,541-token full-context baseline. The test used Claude Haiku 5.5 to answer and Claude Opus 5.5 to judge.
r/ClaudeAI · 🔥 3 - MemPalace offers local-first, open-source AI memory
MemPalace is a free, MIT-licensed AI memory system that stores conversation history verbatim and retrieves it through semantic search without summarizing, extracting, or paraphrasing it. Its structured index organizes people, projects, and topics, while its pluggable retrieval layer supports multiple storage backends, with ChromaDB as the default. The project also provides coding-agent and Claude Code workflows. MemPalace reports a 96.6% raw R@5 score on LongMemEval without API calls, but the supplied report does not independently verify that benchmark.
GitHub Trending · Python · 🔥 0
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