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id=\"项目概述\">项目概述\u003C\u002Fh2>\u003Cp>Infinity 是一款为 LLM 应用构建的 AI 原生数据库，提供密集向量、稀疏向量、张量和全文的极速混合搜索。支持 RAG（检索增强生成）等多种 LLM 应用。\u003C\u002Fp>\n\u003Ch2 id=\"主要功能\">主要功能\u003C\u002Fh2>\u003Cul>\n\u003Cli>极速搜索：百万级向量数据集 0.1ms 查询延迟、15K+ QPS\u003C\u002Fli>\n\u003Cli>全文搜索：3300 万文档 1ms 延迟、12K+ QPS\u003C\u002Fli>\n\u003Cli>混合搜索：密集向量、稀疏向量、张量和全文\u003C\u002Fli>\n\u003Cli>多种重排序器：RRF、加权和、ColBERT\u003C\u002Fli>\n\u003Cli>丰富的数据类型：字符串、数值、向量等\u003C\u002Fli>\n\u003Cli>直观 Python API\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"适用人群\">适用人群\u003C\u002Fh2>\u003Cul>\n\u003Cli>LLM 应用开发者\u003C\u002Fli>\n\u003Cli>构建 RAG 系统的团队\u003C\u002Fli>\n\u003Cli>需要向量搜索的数据科学家\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"快速上手\">快速上手\u003C\u002Fh2>\u003Col>\n\u003Cli>拉取 Docker 镜像：\u003Ccode>docker pull infiniflow\u002Finfinity:nightly\u003C\u002Fcode>\u003C\u002Fli>\n\u003Cli>运行容器：\u003Ccode>docker run -d --name infinity -v \u002Fvar\u002Finfinity\u002F:\u002Fvar\u002Finfinity --network=host 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