M
memvid
memvid/memvid
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
★16.2kstars
Rust
Apache-2.0
Updated: Today
📋 Project at a Glance
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What's this?A open-source Data & Infrastructure project, built with Rust, focusing on context and embedded
Who made it?Maintained by memvid team, 16.2K⭐ on GitHub, #112 out of 3133 in Data & Infrastructure
Why does it exist?As the Data & Infrastructure landscape evolved, the memvid team identified the need for better context solutions. memvid was created to simplify embedded workflows.
What can it do?Key use cases: faiss, knowledge-base, knowledge-graph
How to install with AI?Use an AI coding assistant to run cargo build and handle the compilation setup from the README.
🔗 github.com/memvid/memvid | 官网 https://www.memvid.com
🔗 github.com/memvid/memvid | 官网 https://www.memvid.com
Topics
aicontextembeddedfaissknowledge-baseknowledge-graphllmmachine-learningmemorymemvidmv2nlpoffline-firstopencvpythonragretrieval-augmented-generationsemantic-searchvector-databasevideo-processing