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.
📊 仓库数据
🔗 相关工具
LEANN
开源⭐ 11kgithub.com/yichuan-w/leann
[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
PageIndex
开源⭐ 31kgithub.com/vectifyai/pageindex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
txtai
开源⭐ 13kgithub.com/neuml/txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Vespa
免费⭐ 6.9kgithub.com/vespa-engine/vespa
AI + Data, online. https://vespa.ai
airweave
开源⭐ 6.3kgithub.com/airweave-ai/airweave
Open-source context retrieval layer for AI agents
MarkItDown
开源⭐ 118k↑+412github.com/microsoft/markitdown
微软开源的通用文件转 Markdown 工具，支持 PDF、Word、PPT、Excel、HTML、音频、图片 OCR 等数十种格式转换，专为 LLM 和 RAG 数据预处理设计，插件系统可扩展，MIT 协议
🎯 文档格式转换、内容预处理