[{"data":1,"prerenderedAt":429},["ShallowReactive",2],{"repo-alibaba-zvec-en":3,"i18n-alibaba-zvec-en":426},{"mirrorPool":4,"detail":13,"relatedProjects":287},[5,9],{"key":6,"label":7,"base":8,"type":6},"github","mirror.github","https:\u002F\u002Fgithub.com\u002F",{"key":10,"label":11,"base":12,"type":10},"auto-proxy","mirror.autoProxy","https:\u002F\u002Fgithub.xxlab.tech\u002F",{"owner":14,"repo":15,"repoId":16,"repoUrl":17,"starCount":18,"language":19,"description":20,"languages":21,"screenshots":29,"homepage":30,"pushedAt":31,"ownerAvatar":32,"ownerName":33,"ownerBio":34,"lastSyncTime":35,"lastReleaseTime":36,"tags":37,"license":53,"category":54,"subgroup":55,"releases":56},"alibaba","zvec",1110443421,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec",16129,"C++","A lightweight, lightning-fast, in-process vector database",{"C++":22,"Python":23,"SWIG":24,"C":25,"CMake":26,"Shell":27,"Linker Script":28,"ANTLR":28},91.6,3.6,2.6,1.4,0.6,0.1,0,[],"https:\u002F\u002Fzvec.org","2026-10-21","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1961952?v=4","Alibaba","Alibaba Open Source","2026-10-21T12:57:38.137216+00:00","2026-10-21T04:36:52Z",[38,39,40,41,42,43,44,45,46,47,48,49,50,51,52],"agent-skills","db","embedded","faiss","fts","fulltext-search","hnsw","llm-memory","local","rag","search-engine","semantic-search","similarity-search","vector-database","vector-db","Apache-2.0","development","开发库\u002F框架",[57,115,153,199,240],{"tag":58,"publishAt":36,"semVer":59,"prerelease":61,"assets":62},"v0.8.0",[28,60,28],8,false,[63,69,74,79,84,89,94,100,105,110],{"fileName":64,"sizeMb":65,"sha256":66,"downloadCount":67,"originUrl":68},"zvec-sdk-android-arm64.tar.gz",27.23,"e375bcbd547e83907ef7cd94bc5336c2471b62ba7508184cceccf8b59d735dd7",4,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-android-arm64.tar.gz",{"fileName":70,"sizeMb":71,"sha256":72,"downloadCount":67,"originUrl":73},"zvec-sdk-ios.zip",46.53,"c02e55aa550ce385b409ae78a4bff983de44fe41baebf6879b76136f3e57a6c3","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-ios.zip",{"fileName":75,"sizeMb":76,"sha256":77,"downloadCount":67,"originUrl":78},"zvec-sdk-linux-amd64.tar.gz",38.79,"bc7097a293ec1677ac84c46e76afef880359766cd1e1cdf2494ef669237b134a","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-linux-amd64.tar.gz",{"fileName":80,"sizeMb":81,"sha256":82,"downloadCount":67,"originUrl":83},"zvec-sdk-linux-arm64.tar.gz",34.13,"0055f8135d121d51365edd216429f281341fa47a36a96dec60ddac28b60d0c3b","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-linux-arm64.tar.gz",{"fileName":85,"sizeMb":86,"sha256":87,"downloadCount":67,"originUrl":88},"zvec-sdk-linux-musl-amd64.tar.gz",39.42,"98779b81a0c2c3845336b8f5da8203908116bbf55275805ae9124779e786dc20","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-linux-musl-amd64.tar.gz",{"fileName":90,"sizeMb":91,"sha256":92,"downloadCount":67,"originUrl":93},"zvec-sdk-linux-musl-arm64.tar.gz",35.31,"63a6de61342524f2c7a9320c1046da9f9dfad4f46248371d7dc7e5aa830c5d8c","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-linux-musl-arm64.tar.gz",{"fileName":95,"sizeMb":96,"sha256":97,"downloadCount":98,"originUrl":99},"zvec-sdk-osx-amd64.tar.gz",26.01,"c758501846b17ad2696ea44bbd99859fe0b312ec837b1eeecff310cff75c7b83",3,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-osx-amd64.tar.gz",{"fileName":101,"sizeMb":102,"sha256":103,"downloadCount":98,"originUrl":104},"zvec-sdk-osx-arm64.tar.gz",23.56,"5f0828e5bf5b0dc11754cc039f43a9de161e2daea5d088e1d48f8effd278d1fc","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-osx-arm64.tar.gz",{"fileName":106,"sizeMb":107,"sha256":108,"downloadCount":98,"originUrl":109},"zvec-sdk-windows-amd64.zip",25.62,"7fc16b1bf575d3300f4ae4728f09a6a096b67025d508c350c16302c665ccbbe8","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-windows-amd64.zip",{"fileName":111,"sizeMb":112,"sha256":113,"downloadCount":98,"originUrl":114},"zvec-sdk-windows-arm64.zip",23.05,"43d61816a37b71380e4552f45759e206b57e4b54993f7e8da57d65a466d031e5","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0\u002Fzvec-sdk-windows-arm64.zip",{"tag":116,"publishAt":117,"semVer":118,"prerelease":119,"assets":120},"v0.8.0-beta2","2026-10-20T10:45:08Z",[28,60,28],true,[121,124,128,131,135,138,141,144,147,150],{"fileName":64,"sizeMb":65,"sha256":122,"downloadCount":98,"originUrl":123},"e1b251a61443c7ad88d1e2010637ed1a349632f7cb3e4bbdf59eb6263d8daf48","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-android-arm64.tar.gz",{"fileName":70,"sizeMb":71,"sha256":125,"downloadCount":126,"originUrl":127},"888ee3c8cf6a453e1cc26ba289b6fb4b4cdc7e0935c24e610e79fd61d2e4fcce",2,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-ios.zip",{"fileName":75,"sizeMb":76,"sha256":129,"downloadCount":126,"originUrl":130},"25b2de3cfcd6660f8703d5d1fbb30ae530d27b0ff18d913448eef7fada943186","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-linux-amd64.tar.gz",{"fileName":80,"sizeMb":132,"sha256":133,"downloadCount":126,"originUrl":134},34.12,"0403cb4f22717c6b64ca06dc295ac8c2004cd42c32fca0cb867bb45e200e4dca","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-linux-arm64.tar.gz",{"fileName":85,"sizeMb":86,"sha256":136,"downloadCount":126,"originUrl":137},"24f219ac4a4b57202865bd1d67c9b166f21afa07e9d21bca0e3ee4d6bbef966c","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-linux-musl-amd64.tar.gz",{"fileName":90,"sizeMb":91,"sha256":139,"downloadCount":126,"originUrl":140},"07bfd7cc8b0e99622f395543ed9d5a6ace1952ce9cca06f699b845648d7fd8da","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-linux-musl-arm64.tar.gz",{"fileName":95,"sizeMb":96,"sha256":142,"downloadCount":98,"originUrl":143},"26c1830c1c4271fdc7caed5a622e01a98c020b07a9175c4c5ca32859d9cc6d70","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-osx-amd64.tar.gz",{"fileName":101,"sizeMb":102,"sha256":145,"downloadCount":98,"originUrl":146},"887afb533fb389fda7768072ebf4a6f58c0726f1a0095ab4dacebcb19a66ed78","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-osx-arm64.tar.gz",{"fileName":106,"sizeMb":107,"sha256":148,"downloadCount":98,"originUrl":149},"7234d5767f0e76ab5713c586d5b3704100ba6b8c00fdc1acf63d11b2985bda8e","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-windows-amd64.zip",{"fileName":111,"sizeMb":112,"sha256":151,"downloadCount":126,"originUrl":152},"3e74ef45410c91b0cc8faa53a6eead3a5d8e45a31a9e6539938feded8617ee77","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta2\u002Fzvec-sdk-windows-arm64.zip",{"tag":154,"publishAt":155,"semVer":156,"prerelease":119,"assets":157},"v0.8.0-beta","2026-10-19T11:02:58Z",[28,60,28],[158,162,167,171,175,179,183,187,191,195],{"fileName":64,"sizeMb":159,"sha256":160,"downloadCount":126,"originUrl":161},161.67,"59e5fbf8b2bf04e3de97fe229ef59b1097ed3bea895925e42f678779d1fabfce","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-android-arm64.tar.gz",{"fileName":70,"sizeMb":163,"sha256":164,"downloadCount":165,"originUrl":166},46.48,"6f1ec1fd6f14834aae534fe02d648d93c20bf0c7c665efbea9f555de168d86f3",1,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-ios.zip",{"fileName":75,"sizeMb":168,"sha256":169,"downloadCount":126,"originUrl":170},38.73,"51452461d8e0d20e26ded8c4ec9e762f3b87b608eba670e6885997fe8266227b","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-linux-amd64.tar.gz",{"fileName":80,"sizeMb":172,"sha256":173,"downloadCount":126,"originUrl":174},34.07,"a87dbaa69235990436f441ac8d3d8fff85ddf038db1c35310e95a8d422bd6959","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-linux-arm64.tar.gz",{"fileName":85,"sizeMb":176,"sha256":177,"downloadCount":126,"originUrl":178},39.37,"00ae87d3e4d364f5f39a92f6462d610a8d11dbe0b31ee0fee9eb1327eaecd18a","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-linux-musl-amd64.tar.gz",{"fileName":90,"sizeMb":180,"sha256":181,"downloadCount":126,"originUrl":182},35.26,"7be8f9ed74425d2d3a139bd5a7f1aa070b614403bc200fab6e12f9b36fff5cf7","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-linux-musl-arm64.tar.gz",{"fileName":95,"sizeMb":184,"sha256":185,"downloadCount":126,"originUrl":186},25.99,"f70c1236dfe39d088c2c79c5a5572900aa83aa49e545d6c22b8a083ee09327fa","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-osx-amd64.tar.gz",{"fileName":101,"sizeMb":188,"sha256":189,"downloadCount":98,"originUrl":190},23.53,"4abf5c62bd9123bb107cf7a2255157996c505384607553c6eb35053bee04ee97","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-osx-arm64.tar.gz",{"fileName":106,"sizeMb":192,"sha256":193,"downloadCount":126,"originUrl":194},25.58,"000298ee9cf64337fea2d9569d32d715f204b867bd42b94b09ecab84ad54febf","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-windows-amd64.zip",{"fileName":111,"sizeMb":196,"sha256":197,"downloadCount":165,"originUrl":198},23.03,"b10ba0512b4247a4c510e02751ab7b66a0e074b37a77f71f7923a71506de55ab","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-beta\u002Fzvec-sdk-windows-arm64.zip",{"tag":200,"publishAt":201,"semVer":202,"prerelease":119,"assets":203},"v0.8.0-alpha","2026-10-16T12:45:24Z",[28,60,28],[204,208,212,216,220,224,228,232,236],{"fileName":64,"sizeMb":205,"sha256":206,"downloadCount":165,"originUrl":207},158.86,"9896e2b23195f52641ab5008d7cd2981483f32f598ff6c4e196ed3db8bb88d0a","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-android-arm64.tar.gz",{"fileName":70,"sizeMb":209,"sha256":210,"downloadCount":165,"originUrl":211},39.48,"f3a5a602cfdfda19c61b932170bd72f2c975f10c38936420a66cd653e546e814","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-ios.zip",{"fileName":75,"sizeMb":213,"sha256":214,"downloadCount":165,"originUrl":215},36.03,"666e3605d879d136351f4bdeddc2636d17a181d955dd3dc3f6c994dcb0de498c","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-linux-amd64.tar.gz",{"fileName":80,"sizeMb":217,"sha256":218,"downloadCount":165,"originUrl":219},31.57,"0f470cc9eec2046ea58c920ef40b7fdcc05472e33f02c75a5977ed5f332dc0a2","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-linux-arm64.tar.gz",{"fileName":85,"sizeMb":221,"sha256":222,"downloadCount":165,"originUrl":223},36.67,"cd22e1bf2a20557650b411d83d7efda1fade7a10998b5908233d388e8939e03d","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-linux-musl-amd64.tar.gz",{"fileName":90,"sizeMb":225,"sha256":226,"downloadCount":165,"originUrl":227},32.77,"961ad9e45d43c2c9a74d14d7f6e718200116523910bebc8aa07baf832a10052d","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-linux-musl-arm64.tar.gz",{"fileName":95,"sizeMb":229,"sha256":230,"downloadCount":165,"originUrl":231},23.54,"2e8a9137c5b6ed1693977cca36a25bcba9b1d8c1b5d89df6943787f8bf902270","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-osx-amd64.tar.gz",{"fileName":101,"sizeMb":233,"sha256":234,"downloadCount":165,"originUrl":235},21.02,"cdbbeafe000647eb422e13293438403feab324555aef05b93758575a0afa3414","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-osx-arm64.tar.gz",{"fileName":106,"sizeMb":237,"sha256":238,"downloadCount":165,"originUrl":239},23.22,"244f0b870e3e1e7bf8e30a54d5e90fb3b5267d251332ac7a4bd5ebcc4e3234ca","https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.8.0-alpha\u002Fzvec-sdk-windows-amd64.zip",{"tag":241,"publishAt":242,"semVer":243,"prerelease":61,"assets":245},"v0.7.0","2026-08-24T07:45:09Z",[28,244,28],7,[246,252,257,262,267,272,277,282],{"fileName":247,"sizeMb":248,"sha256":249,"downloadCount":250,"originUrl":251},"zvec-sdk-android-arm64.zip",23.13,"57e0f498fde1722f284e8904fafbdefe6f3f77e4de52ed65dc913d2df7cd6b1f",73,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.7.0\u002Fzvec-sdk-android-arm64.zip",{"fileName":70,"sizeMb":253,"sha256":254,"downloadCount":255,"originUrl":256},36.47,"366b39e52da8e9d842bffab0f509af7c6f569ac5a638524ed4a17ce0151d2a4e",23,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.7.0\u002Fzvec-sdk-ios.zip",{"fileName":75,"sizeMb":258,"sha256":259,"downloadCount":260,"originUrl":261},33.77,"db9472ef2146b8f435b45b47a644eb7a75eb84b9946334debfcfc21112cec7f9",1004,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.7.0\u002Fzvec-sdk-linux-amd64.tar.gz",{"fileName":80,"sizeMb":263,"sha256":264,"downloadCount":265,"originUrl":266},29.77,"9a2a2867fb6ddb53212029b7f50eac288ad86bebfccb6ea6d52b3f35c4e026a8",207,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.7.0\u002Fzvec-sdk-linux-arm64.tar.gz",{"fileName":85,"sizeMb":268,"sha256":269,"downloadCount":270,"originUrl":271},34.43,"8d863da76921cb46cf3799236cb83ee026cc94a76e97b1cd697129b64a89dd3d",195,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.7.0\u002Fzvec-sdk-linux-musl-amd64.tar.gz",{"fileName":90,"sizeMb":273,"sha256":274,"downloadCount":275,"originUrl":276},30.91,"6385fe59639639fb60163649d8b1ce137e1c6f5428af57cc7d47d8d0e655d4ce",167,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.7.0\u002Fzvec-sdk-linux-musl-arm64.tar.gz",{"fileName":101,"sizeMb":278,"sha256":279,"downloadCount":280,"originUrl":281},19.79,"ac909c57e084bb39f7f98ef89b28db322df88348254158eedefa9c00e2c34dfc",282,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.7.0\u002Fzvec-sdk-osx-arm64.tar.gz",{"fileName":106,"sizeMb":283,"sha256":284,"downloadCount":285,"originUrl":286},21.05,"549f0893a376c8e5b4cf1e685ef55ca37f41a39f5e016632ac1f762ad703d551",347,"https:\u002F\u002Fgithub.com\u002Falibaba\u002Fzvec\u002Freleases\u002Fdownload\u002Fv0.7.0\u002Fzvec-sdk-windows-amd64.zip",[288,323,346,374,392,410],{"owner":289,"repo":290,"repoId":291,"category":54,"subgroup":55,"language":292,"tags":293,"starCount":313,"ownerUid":314,"latestTag":315,"platforms":316,"lastReleaseTime":320,"downloadCount":321,"description":322},"unslothai","unsloth",725205304,"Python",[294,295,296,297,298,299,300,301,302,303,304,305,306,307,308,309,310,311,312,290],"agent","ai","chatgpt","deepseek","fine-tuning","gemma","image-generation","llama","llm","llms","openai","python","qwen","reinforcement-learning","self-hosted","stable-diffusion","text-to-speech","tts","ui",78618,150920049,"v0.1.911-beta",[317,318,319],"windows","mac","linux","2026-10-26T14:23:54Z",12443,"An open-source library for accelerating large language model (LLM) fine-tuning, significantly reducing VRAM usage and increasing training speed.",{"owner":324,"repo":325,"repoId":326,"category":54,"subgroup":55,"language":292,"tags":327,"starCount":339,"ownerUid":340,"latestTag":341,"platforms":342,"lastReleaseTime":343,"downloadCount":344,"description":345},"openbq-org","OpenBB",323048702,[295,328,329,330,331,332,333,334,335,336,305,337,338],"crypto","derivatives","economics","equity","finance","fixed-income","machine-learning","openbb","options","quantitative-finance","stocks",74466,328144346,"ODP",[317,318],"2026-09-30T01:47:43Z",1099,"OpenBB is an open financial data platform for analysts, quants, and AI agents, aggregating equities, options, crypto, and macro data from multiple sources behind one Python library and REST API — connect once, consume everywhere.",{"owner":347,"repo":348,"repoId":349,"category":54,"subgroup":55,"language":292,"tags":350,"starCount":366,"ownerUid":367,"latestTag":368,"platforms":369,"lastReleaseTime":371,"downloadCount":372,"description":373},"pathwaycom","pathway",571186647,[351,352,353,354,355,356,357,358,359,360,348,305,361,362,363,364,365],"batch-processing","data-analytics","data-pipelines","data-processing","dataflow","etl","etl-framework","iot-analytics","kafka","machine-learning-algorithms","real-time","rust","stream-processing","streaming","time-series-analysis",62092,25750857,"v0.32.1",[370],"other","2026-08-01T09:17:35Z",359,"Pathway is a Python ETL framework that unifies batch and streaming data for stream processing, real-time analytics, LLM pipelines, and RAG, powered by a Rust engine based on Differential Dataflow.",{"owner":375,"repo":376,"repoId":377,"category":54,"subgroup":55,"language":292,"tags":378,"starCount":385,"ownerUid":386,"latestTag":387,"platforms":388,"lastReleaseTime":389,"downloadCount":390,"description":391},"psf","requests",1362490,[379,380,381,382,383,305,384,376],"client","cookies","forhumans","http","humans","python-requests",54522,50630501,"v2.34.2",[370],"2026-05-14T19:27:15Z",1182,"Requests is a simple yet elegant Python HTTP library for sending HTTP\u002F1.1 requests with minimal code, handling query strings, form encoding, cookies, auth, and decompression automatically.",{"owner":393,"repo":394,"repoId":395,"category":54,"subgroup":55,"language":292,"tags":396,"starCount":403,"ownerUid":404,"latestTag":405,"platforms":406,"lastReleaseTime":407,"downloadCount":408,"description":409},"run-llama","llama_index",560704231,[397,398,399,298,400,401,302,402,47,51],"agents","application","data","framework","llamaindex","multi-agents",52579,130722866,"v0.14.25",[370],"2026-09-21T16:22:27Z",35,"LlamaIndex is an open-source data framework for LLM applications (Python). It provides data connectors, indices, query engines, and agent orchestration to feed private data into LLMs for building RAG and agent apps.",{"owner":411,"repo":412,"repoId":413,"category":54,"subgroup":55,"language":292,"tags":414,"starCount":419,"ownerUid":420,"latestTag":421,"platforms":422,"lastReleaseTime":423,"downloadCount":424,"description":425},"pandas-dev","pandas",858127,[415,416,417,418,412,305],"alignment","data-analysis","data-science","flexible",50247,21206976,"v3.1.0",[370],"2026-10-22T13:20:42Z",164,"pandas is the most popular Python data analysis and manipulation library, providing labeled data structures (Series and DataFrame) similar to R's data.frame, covering cleaning, alignment, group-by aggregation, and time series for everyday data work.",{"description":427,"readmeHtml":428},"Zvec is an open-source in-process vector database from Alibaba that embeds directly into applications, delivering production-grade low-latency similarity search with dense\u002Fsparse vectors, full-text search, and hybrid queries.","\u003Ch2 id=\"project-overview\">Project Overview\u003C\u002Fh2>\u003Cp>Zvec is an open-source, in-process vector database that is lightweight and lightning fast, designed to embed directly into applications: no server, no config — install an SDK and start searching in seconds. Battle-tested at scale inside Alibaba Group, it performs similarity search over billions of vectors in milliseconds and offers multiple index types such as HNSW, DiskANN, and IVF that scale from memory to disk. Beyond vector search it includes native keyword full-text search, and can fuse vector similarity, full-text search, and structured filters in a single query.\u003C\u002Fp>\n\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Item\u003C\u002Fth>\n\u003Cth>Value\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\u003Ctr>\n\u003Ctd>Language\u003C\u002Ftd>\n\u003Ctd>C++ (Python \u002F Node.js \u002F Go \u002F Rust \u002F Dart SDKs)\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Platform\u003C\u002Ftd>\n\u003Ctd>Linux, macOS, Windows, plus Android \u002F iOS SDKs\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Indexes\u003C\u002Ftd>\n\u003Ctd>HNSW, DiskANN, IVF-RaBitQ and more\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>License\u003C\u002Ftd>\n\u003Ctd>Apache-2.0\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Cblockquote>\n\u003Cp>Embed-and-go vector search: pure local, no servers, no config.\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\u003Ch2 id=\"key-features\">Key Features\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>Millisecond search at scale\u003C\u002Fstrong>: optimized for billions of vectors with millisecond-level latency\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Dense and sparse vectors\u003C\u002Fstrong>: supports dense, sparse, and multi-vector queries with index types scaling from memory to disk\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Full-text search\u003C\u002Fstrong>: native keyword-based search over string fields using natural-language or structured expressions\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Hybrid queries\u003C\u002Fstrong>: fuse vector similarity, full-text search, and structured filters in one query for precise results\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Durable storage\u003C\u002Fstrong>: write-ahead logging (WAL) keeps data safe through process crashes or power failures\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Concurrent reads\u003C\u002Fstrong>: multiple processes can read the same collection simultaneously; writes are single-process exclusive\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Runs anywhere\u003C\u002Fstrong>: as an in-process library it works in notebooks, servers, CLI tools, and even edge devices\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"target-audience\">Target Audience\u003C\u002Fh2>\u003Cul>\n\u003Cli>Developers building RAG and semantic search\u003C\u002Fli>\n\u003Cli>LLM app and agent memory system developers\u003C\u002Fli>\n\u003Cli>Engineers needing local embedded search\u003C\u002Fli>\n\u003Cli>Recommendation and similarity search developers\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"quick-start\">Quick Start\u003C\u002Fh2>\u003Col>\n\u003Cli>Install the Python SDK: \u003Ccode>pip install zvec\u003C\u002Fcode> (requires 64-bit Python 3.10-3.14)\u003C\u002Fli>\n\u003Cli>Define a schema, create a collection, and insert documents\u003C\u002Fli>\n\u003Cli>Run a similarity query with a vector:\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cdiv class=\"code-block\">\u003Cpre>\u003Ccode class=\"hljs language-python\">import zvec\n\nschema = zvec.CollectionSchema(\n    name='example',\n    vectors=zvec.VectorSchema('embedding', zvec.DataType.VECTOR_FP32, 4),\n)\ncollection = zvec.create_and_open(path='.\u002Fzvec_example', schema=schema)\ncollection.insert([\n    zvec.Doc(id='doc_1', vectors={'embedding': [0.1, 0.2, 0.3, 0.4]}),\n])\nresults = collection.query(\n    zvec.Query(field_name='embedding', vector=[0.4, 0.3, 0.3, 0.1]),\n    topk=10,\n)\u003C\u002Fcode>\u003C\u002Fpre>\u003C\u002Fdiv>\u003Col start=\"4\">\n\u003Cli>Other SDKs: Node.js via \u003Ccode>npm install @zvec\u002Fzvec\u003C\u002Fcode>; see the official docs for Go \u002F Rust \u002F Dart\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Ch2 id=\"core-advantages\">Core Advantages\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>Zero ops\u003C\u002Fstrong>: no server and no config; the library embeds into your app and deploys with it\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Production-proven\u003C\u002Fstrong>: used long-term in large-scale scenarios inside Alibaba\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Scalable indexing\u003C\u002Fstrong>: from in-memory HNSW to on-disk DiskANN, choose by data size\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Multi-language ecosystem\u003C\u002Fstrong>: official SDKs for Python, Node.js, Go, Rust, and Dart\u002FFlutter\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"system-requirements\">System Requirements\u003C\u002Fh2>\u003Ctable>\n\u003Cthead>\n\u003Ctr>\n\u003Cth>Item\u003C\u002Fth>\n\u003Cth>Requirement\u003C\u002Fth>\n\u003C\u002Ftr>\n\u003C\u002Fthead>\n\u003Ctbody>\u003Ctr>\n\u003Ctd>OS\u003C\u002Ftd>\n\u003Ctd>Linux (glibc\u002Fmusl), macOS, Windows\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Architecture\u003C\u002Ftd>\n\u003Ctd>x86_64, ARM64\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003Ctr>\n\u003Ctd>Python\u003C\u002Ftd>\n\u003Ctd>3.10 - 3.14 (64-bit)\u003C\u002Ftd>\n\u003C\u002Ftr>\n\u003C\u002Ftbody>\u003C\u002Ftable>\n\u003Ch2 id=\"notes\">Notes\u003C\u002Fh2>\u003Cul>\n\u003Cli>\u003Cstrong>Writes are single-process exclusive\u003C\u002Fstrong>: multi-process concurrency applies to reads only; writes to a collection need a single process\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Building from source\u003C\u002Fstrong>: this repo hosts the C++ core; applications normally use the language SDKs, and source builds follow the official guide\u003C\u002Fli>\n\u003C\u002Ful>\n",1793248523964]