[{"data":1,"prerenderedAt":4},["ShallowReactive",2],{"readme:zvec":3},"\u003Cp align=\"right\">\n  English | \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Fblob\u002FHEAD\u002FREADME_CN.md\" rel=\"nofollow ugc noopener\">中文\u003C\u002Fa>\n\u003C\u002Fp>\u003Cdiv align=\"center\">\n  \u003Cpicture>\n    \u003Csource media=\"(prefers-color-scheme: dark)\" srcset=\"https:\u002F\u002Fzvec.oss-cn-hongkong.aliyuncs.com\u002Flogo\u002Fgithub_log_2.svg\">\u003C\u002Fsource>\n    \u003Cimg src=\"https:\u002F\u002Fzvec.oss-cn-hongkong.aliyuncs.com\u002Flogo\u002Fgithub_logo_1.svg\" width=\"400\" alt=\"zvec logo\" \u002F>\n  \u003C\u002Fpicture>\n\u003C\u002Fdiv>\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fcodecov.io\u002Fgithub\u002Falibaba\u002Fzvec\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fcodecov.io\u002Fgithub\u002Falibaba\u002Fzvec\u002Fgraph\u002Fbadge.svg?token=O81CT45B66\" alt=\"Code Coverage\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Factions\u002Fworkflows\u002F01-ci-pipeline.yml\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Factions\u002Fworkflows\u002F01-ci-pipeline.yml\u002Fbadge.svg?branch=main\" alt=\"Main\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Fblob\u002Fmain\u002FLICENSE\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Flicense-Apache%202.0-blue.svg\" alt=\"License\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fpypi.org\u002Fproject\u002Fzvec\u002F\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fpypi\u002Fv\u002Fzvec.svg\" alt=\"PyPI Release\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fpypi.org\u002Fproject\u002Fzvec\u002F\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fpython-3.10%20~%203.14-blue.svg\" alt=\"Python Versions\" \u002F>\u003C\u002Fa>\n  \u003Ca href=\"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@zvec\u002Fzvec\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fv\u002F@zvec\u002Fzvec.svg\" alt=\"npm Release\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Ftrendshift.io\u002Frepositories\u002F20830\" rel=\"nofollow ugc noopener\">\u003Cimg src=\"https:\u002F\u002Ftrendshift.io\u002Fapi\u002Fbadge\u002Frepositories\u002F20830\" alt=\"alibaba%2Fzvec | Trendshift\" width=\"250\" height=\"55\" \u002F>\u003C\u002Fa>\n\u003C\u002Fp>\u003Cp align=\"center\">\n  \u003Ca href=\"https:\u002F\u002Fzvec.org\u002Fen\u002Fdocs\u002Fdb\u002Fquickstart\u002F\" rel=\"nofollow ugc noopener\">🚀 \u003Cstrong>Quickstart\u003C\u002Fstrong> \u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Fzvec.org\u002Fen\u002F\" rel=\"nofollow ugc noopener\">🏠 \u003Cstrong>Home\u003C\u002Fstrong> \u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Fzvec.org\u002Fen\u002Fdocs\u002Fdb\u002F\" rel=\"nofollow ugc noopener\">📚 \u003Cstrong>Docs\u003C\u002Fstrong> \u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Fzvec.org\u002Fen\u002Fdocs\u002Fdb\u002Fbenchmarks\u002F\" rel=\"nofollow ugc noopener\">📊 \u003Cstrong>Benchmarks\u003C\u002Fstrong> \u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Fdeepwiki.com\u002Falibaba\u002Fzvec\" rel=\"nofollow ugc noopener\">🔎 \u003Cstrong>DeepWiki\u003C\u002Fstrong> \u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Fdiscord.gg\u002FrKddFBBu9z\" rel=\"nofollow ugc noopener\">🎮 \u003Cstrong>Discord\u003C\u002Fstrong> \u003C\u002Fa> |\n  \u003Ca href=\"https:\u002F\u002Fx.com\u002FZvecAI\" rel=\"nofollow ugc noopener\">🐦 \u003Cstrong>X (Twitter)\u003C\u002Fstrong> \u003C\u002Fa>\n\u003C\u002Fp>\u003Cp>\u003Cstrong>Zvec\u003C\u002Fstrong> is an open-source, in-process vector database — lightweight, lightning-fast, and designed to embed directly into applications. Battle-tested within Alibaba Group, it delivers production-grade, low-latency and scalable similarity search with minimal setup.\u003C\u002Fp>\n\u003Cblockquote>\n\u003Cp>[!Important]\n🚀 \u003Cstrong>v0.5.0 (June 12, 2026)\u003C\u002Fstrong>\u003C\u002Fp>\n\u003Cul>\n\u003Cli>\u003Cstrong>Full-Text Search (FTS)\u003C\u002Fstrong>: Native full-text search — attach an FTS index to any string field and query it with natural-language or structured expressions, no external search engine required.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Hybrid Retrieval\u003C\u002Fstrong>: Combine full-text and vector search in a single \u003Ccode>MultiQuery\u003C\u002Fcode> across dense vectors, sparse vectors, scalar filters, and text.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>DiskANN Index\u003C\u002Fstrong>: New on-disk index that keeps the bulk of the index on disk, drastically cutting memory usage for large-scale datasets.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Ecosystem & Platforms\u003C\u002Fstrong>: New official \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fzvec-ai\u002Fzvec-go\" rel=\"nofollow ugc noopener\">Go\u003C\u002Fa> \u002F \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fzvec-ai\u002Fzvec-rust\" rel=\"nofollow ugc noopener\">Rust\u003C\u002Fa> SDKs, the \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fzvec-ai\u002Fzvec-studio\" rel=\"nofollow ugc noopener\">Zvec Studio\u003C\u002Fa> visual tool, and RISC-V support.\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cp>👉 \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Ftag\u002Fv0.5.0\" rel=\"nofollow ugc noopener\">Read the Release Notes\u003C\u002Fa> | \u003Ca href=\"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Fissues\u002F309\" rel=\"nofollow ugc noopener\">View Roadmap 📍\u003C\u002Fa>\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\u003Ch2>💫 Features\u003C\u002Fh2>\n\u003Cul>\n\u003Cli>\u003Cstrong>Blazing Fast\u003C\u002Fstrong>: Searches billions of vectors in milliseconds.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Simple, Just Works\u003C\u002Fstrong>: \u003Ca href=\"#-installation\" rel=\"nofollow ugc noopener\">Install\u003C\u002Fa> and start searching in seconds. Pure local, no servers, no config, no fuss.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Dense + Sparse Vectors\u003C\u002Fstrong>: Support dense and sparse embeddings, multi-vector queries, and a rich selection of \u003Ca href=\"https:\u002F\u002Fzvec.org\u002Fen\u002Fdocs\u002Fdb\u002Fconcepts\u002Fvector-index\u002F#vector-index-types\" rel=\"nofollow ugc noopener\">vector index types\u003C\u002Fa> that scale from memory to disk.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Full-Text Search (FTS)\u003C\u002Fstrong>: Native keyword-based full-text search — query string fields with natural-language or structured expressions.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Hybrid Search\u003C\u002Fstrong>: Fuse vector similarity, full-text search, and structured filters in a single query for precise\u003C\u002Fli>\n\u003C\u002Ful>\n",1784240408402]