{"id":2923461,"date":"2026-09-03T09:57:21","date_gmt":"2026-09-03T09:57:21","guid":{"rendered":"https:\/\/www.wacoca.com\/news\/2923461\/"},"modified":"2026-09-03T09:57:21","modified_gmt":"2026-09-03T09:57:21","slug":"alibaba%e3%80%81ai%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e3%82%82%e5%88%a9%e7%94%a8%e3%81%a7%e3%81%8d%e3%82%8b%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e6%a4%9c%e7%b4%a2%e3%83%84%e3%83%bc","status":"publish","type":"post","link":"https:\/\/www.wacoca.com\/news\/2923461\/","title":{"rendered":"Alibaba\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3082\u5229\u7528\u3067\u304d\u308b\u30ed\u30fc\u30ab\u30eb\u691c\u7d22\u30c4\u30fc\u30eb\u300czg\u300d\u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3057\u3066\u516c\u958b | gihyo.jp"},"content":{"rendered":"

Alibaba\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9Zvec\u306e\u958b\u767a\u30c1\u30fc\u30e0\u306f2026\u5e748\u670828\u65e5\u3001\u30ed\u30fc\u30ab\u30eb\u691c\u7d22\u30c4\u30fc\u30eb\u300czg\uff08zvec-grep\uff09\u300d\u306e\u30d0\u30fc\u30b8\u30e7\u30f30.2\u3092\u30d1\u30d6\u30ea\u30c3\u30af\u30d7\u30ec\u30d3\u30e5\u30fc\u3068\u3057\u3066\u516c\u958b\u3057\u305f\u3002\u30b3\u30fc\u30c9\u3084\u6587\u66f8\u3092\u7aef\u672b\u5185\u3067\u7d22\u5f15\u5316\u3057\u3001\u610f\u5473\u691c\u7d22\u3001BM25\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3001ripgrep\uff08rg\uff09\u306b\u3088\u308b\u6587\u5b57\u5217\u30fb\u6b63\u898f\u8868\u73fe\u691c\u7d22\u30921\u3064\u306e\u30c4\u30fc\u30eb\u306b\u307e\u3068\u3081\u3066\u3044\u308b\u3002CLI\u304b\u3089\u5229\u7528\u3067\u304d\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306fMCP\u3067\u9023\u643a\u3059\u308b\u3002\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u306fApache License 2.0\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u3002<\/p>\n

\ud83d\ude80 zg (zvec-grep) is now open source!
\u3000
We built a local search tool for people and AI agents\u2014
indexing and search run on-device by default, combining natural-language understanding with the speed and precision of rg.
\u3000
\ud83d\udd12 Local-first: File processing, indexing, and search stay\u2026<\/p>\n

\u2014 zvec-ai (@ZvecAI) September 2, 2026 <\/p>\n

\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u308f\u304b\u3089\u306a\u304f\u3066\u3082\u2060\u3001\u610f\u5473\u304b\u3089\u95a2\u9023\u7b87\u6240\u3092\u63a2\u305b\u308b<\/p>\n

rg\u306f\u3001\u95a2\u6570\u540d\u3084\u8a2d\u5b9a\u540d\u3001\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u306a\u3069\u3001\u63a2\u3057\u305f\u3044\u6587\u5b57\u5217\u304c\u660e\u78ba\u306a\u5834\u9762\u3067\u9ad8\u901f\u304b\u3064\u7db2\u7f85\u7684\u306b\u691c\u7d22\u3067\u304d\u308b\u3002\u4e00\u65b9\u3001\u30b3\u30fc\u30c9\u3084\u6587\u66f8\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b\u8a00\u8449\u304c\u308f\u304b\u3089\u306a\u3044\u3068\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u610f\u56f3\u3092\u8aac\u660e\u3057\u3066\u3082\u76ee\u7684\u306e\u7b87\u6240\u3078\u305f\u3069\u308a\u7740\u304d\u306b\u304f\u3044\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u2060\u8d77\u52d5\u6642\u306b\u30c6\u30fc\u30de\u8a2d\u5b9a\u3092\u5fa9\u5143\u3059\u308b\u51e6\u7406\u300d\u3092\u63a2\u3057\u3066\u3082\u3001\u5b9f\u88c5\u304chydratePreferences\u3068\u3044\u3046\u95a2\u6570\u540d\u306a\u3089\u3001\u5358\u7d14\u306a\u6587\u5b57\u5217\u691c\u7d22\u3067\u306f\u898b\u3064\u3051\u306b\u304f\u3044\u3002\u4ee5\u4e0b\u306e\u753b\u9762\u3067\u306f\u3001\u540c\u69d8\u306e\u8cea\u554f\u304b\u3089zg\u304c\u95a2\u9023\u3059\u308b\u30b3\u30fc\u30c9\u3092\u691c\u7d22\u3057\u3066\u3044\u308b\u3002<\/p>\n

\"\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u8cea\u554f\u304b\u3089\u3001zg\u304c\u95a2\u9023\u3059\u308b\u30b3\u30fc\u30c9\u3092\u691c\u7d22\u3057\u305f\u4f8b\"<\/p>\n

zg\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u306e\u30b3\u30fc\u30c9\u3084\u6587\u66f8\u3092\u3001\u95a2\u6570\u3084\u898b\u51fa\u3057\u3092\u57fa\u6e96\u306b\u691c\u7d22\u3057\u3084\u3059\u3044\u5358\u4f4d\u3078\u5206\u3051\u3001\u5143\u306e\u968e\u5c64\u69cb\u9020\u3084\u30d5\u30a1\u30a4\u30eb\u5185\u306e\u4f4d\u7f6e\u3068\u3068\u3082\u306b\u7d22\u5f15\u3078\u767b\u9332\u3059\u308b\u3002\u3053\u306e\u7d22\u5f15\u3092\u4f7f\u3046\u610f\u5473\u691c\u7d22\u3067\u306f\u3001\u691c\u7d22\u6587\u306b\u4f7f\u3063\u305f\u8a00\u8449\u304c\u30b3\u30fc\u30c9\u3084\u6587\u66f8\u306b\u542b\u307e\u308c\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u5185\u5bb9\u306e\u610f\u5473\u304c\u8fd1\u3044\u7b87\u6240\u3092\u63a2\u305b\u308b\u3002\u305d\u306e\u305f\u3081\u306b\u3001\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u30b3\u30fc\u30c9\u3084\u6587\u66f8\u306e\u5185\u5bb9\u3068\u691c\u7d22\u6587\u3092\u6570\u5024\u306e\u4e26\u3073\uff08\u30d9\u30af\u30c8\u30eb\uff09\u306b\u5909\u63db\u3057\u3001\u30d9\u30af\u30c8\u30eb\u540c\u58eb\u306e\u8fd1\u3055\u3092\u6bd4\u3079\u308b\u3002\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22\u3067\u306f\u3001\u3053\u3046\u3057\u305f\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u3001\u5358\u8a9e\u306e\u51fa\u73fe\u50be\u5411\u304b\u3089\u95a2\u9023\u5ea6\u3092\u4ed8\u3051\u308bBM25\u3067\u305d\u308c\u305e\u308c\u5019\u88dc\u3092\u96c6\u3081\u3001\u4e21\u8005\u306e\u691c\u7d22\u9806\u4f4d\u3092RRF\uff08Reciprocal Rank Fusion\uff09\u3068\u3044\u3046\u624b\u6cd5\u30671\u3064\u306b\u307e\u3068\u3081\u308b\u3002<\/p>\n

Zvec\u30c1\u30fc\u30e0\u306e\u8aac\u660e\u306b\u3088\u308b\u3068\u3001zg\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u3001\u30d5\u30a1\u30a4\u30eb\u306e\u8aad\u307f\u53d6\u308a\u304b\u3089\u691c\u7d22\u7528\u30d9\u30af\u30c8\u30eb\u3078\u306e\u5909\u63db\u3001\u7d22\u5f15\u306e\u4fdd\u5b58\u30fb\u691c\u7d22\u307e\u3067\u3092\u7aef\u672b\u5185\u3067\u51e6\u7406\u3059\u308b\u3002\u521d\u671f\u8a2d\u5b9a\u3067\u4f7f\u3046\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eblocal\/potion-code-16m-v2\u306f1600\u4e07\u30d1\u30e9\u30e1\u30fc\u30bf\u3067\u3001GPU\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306e\u30d5\u30a1\u30a4\u30eb\u306fzg\u672c\u4f53\u306b\u306f\u540c\u68b1\u3055\u308c\u305a\u3001\u521d\u56de\u5229\u7528\u6642\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f~\/.zvec-grep\/models\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u3055\u308c\u308b\u3002\u691c\u7d22\u54c1\u8cea\u3084\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306a\u3069\u306e\u7406\u7531\u304b\u3089\u30ea\u30e2\u30fc\u30c8\u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u3082\u9078\u3079\u308b\u304c\u3001zg\u306f\u30c6\u30ad\u30b9\u30c8\u3084\u30af\u30a8\u30ea\u3092\u7aef\u672b\u5916\u3078\u9001\u308b\u524d\u306b\u660e\u793a\u7684\u306a\u8a31\u53ef\u3092\u6c42\u3081\u308b\u3002<\/p>\n

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\u30b3\u30e9\u30e0\u2060\uff1azg\u306e\u691c\u7d22\u57fa\u76e4\u300cZvec\u300d\u3068\u306f<\/p>\n

Zvec\u306f\u3001Alibaba\u304c\u516c\u958b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30a4\u30f3\u30d7\u30ed\u30bb\u30b9\u578b\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u72ec\u7acb\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d0\u30fc\u3092\u7528\u610f\u305b\u305a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u76f4\u63a5\u7d44\u307f\u8fbc\u3093\u3067\u5229\u7528\u3067\u304d\u308b\u3002zg\u3067\u306f\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3084BM25\u3092\u62c5\u3046\u30ed\u30fc\u30ab\u30eb\u7d22\u5f15\u306e\u57fa\u76e4\u306bZvec\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u3002zg\u306f@zvec\/zvec\u3092\u4f9d\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u3057\u3066\u542b\u3080\u305f\u3081\u3001npm\u3067zg\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068Zvec\u3082\u81ea\u52d5\u7684\u306b\u5c0e\u5165\u3055\u308c\u308b\u3002<\/p>\n

CLI\u3068AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u540c\u3058\u30ed\u30fc\u30ab\u30eb\u7d22\u5f15\u3092\u5171\u6709<\/p>\n

zg\u306fmacOS\u3001Linux\u3001Windows\u306b\u5bfe\u5fdc\u3057\u3001\u5229\u7528\u306b\u306fNode.js 22\u4ee5\u964d\u304c\u5fc5\u8981\u306b\u306a\u308b\u3002CLI\u3067\u7d22\u5f15\u3092\u4f5c\u3063\u3066\u691c\u7d22\u3059\u308b\u57fa\u672c\u624b\u9806\u306f\u6b21\u306e\u3068\u304a\u308a\u3002<\/p>\n

npm install -g @zvec\/zvec-grep<\/p>\n

cd your-repository
\nzg index<\/p>\n

zg query –human “theme preference persistence on startup”<\/p>\n

AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u9023\u643a\u3059\u308b\u5834\u5408\u306f\u3001\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u306bzg install\u3092\u5b9f\u884c\u3059\u308b\u3002\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001\u7aef\u672b\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u306eCodex\u3084Claude Code\u3001Cursor\u3001OpenCode\u306a\u3069\u3092\u691c\u51fa\u3057\u3001MCP\u63a5\u7d9a\u3092\u8a2d\u5b9a\u3059\u308b\u3002\u8a2d\u5b9a\u5f8c\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u518d\u8d77\u52d5\u3059\u308b\u304b\u65b0\u3057\u3044\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u958b\u304f\u3002CLI\u304b\u3089\u306e\u691c\u7d22\u3068MCP\u7d4c\u7531\u306e\u691c\u7d22\u306f\u540c\u3058\u7d22\u5f15\u3092\u4f7f\u3046\u305f\u3081\u3001CLI\u7528\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7528\u306b\u7d22\u5f15\u3092\u4f5c\u308a\u5206\u3051\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002<\/p>\n

\u958b\u767a\u5143\u8a55\u4fa1\u3067\u306f\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3084\u5165\u529b\u30c8\u30fc\u30af\u30f3\u3092\u524a\u6e1b<\/p>\n

Zvec\u30c1\u30fc\u30e0\u306f\u3001\u30b3\u30fc\u30c9\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u95a2\u3059\u308b\u8cea\u554f\u3078\u7b54\u3048\u308bSWE-QA-Bench\u3068\u3001\u8907\u6570\u6587\u66f8\u304b\u3089\u6839\u62e0\u3092\u96c6\u3081\u308bBrowseComp-Plus\u3092\u4f7f\u3044\u3001zg\u306e\u6709\u7121\u3092\u6bd4\u8f03\u3057\u305f\u3002zg\u3092\u4f7f\u308f\u306a\u3044\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3067\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6a19\u6e96\u30c4\u30fc\u30eb\u3060\u3051\u3092\u4f7f\u7528\u3057\u3001zg\u3092\u4f7f\u3046\u6761\u4ef6\u3067\u306f\u4e8b\u524d\u4f5c\u6210\u3057\u305f\u7d22\u5f15\u3001MCP\u30c4\u30fc\u30eb\u3001\u5229\u7528\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u8ffd\u52a0\u3057\u305f\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30e2\u30c7\u30eb\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u5b9f\u884c\u74b0\u5883\u3001\u30bf\u30b9\u30af\u6761\u4ef6\u306f\u305d\u308d\u3048\u305f\u3068\u3044\u3046\u3002\u6bd4\u8f03\u7d50\u679c\u306f\u6b21\u306e\u3068\u304a\u308a\u3002<\/p>\n

SWE-QA-Bench\u306e20\u554f\u3067\u306f\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u304c\u534a\u5206\u4ee5\u4e0b\u3001\u5165\u529b\u30c8\u30fc\u30af\u30f3\u304c\u7d04\u534a\u5206\u306b\u306a\u308a\u3001\u56de\u7b54\u54c1\u8cea\u3092\u5224\u5b9a\u3059\u308bJudge\u30b9\u30b3\u30a2\u3082\u5411\u4e0a\u3057\u305f\u3002
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