{"id":3519,"date":"2024-05-02T11:42:08","date_gmt":"2024-05-02T03:42:08","guid":{"rendered":"https:\/\/www.aqwu.net\/wp\/?p=3519"},"modified":"2024-05-02T11:49:27","modified_gmt":"2024-05-02T03:49:27","slug":"rag-%e4%ba%a7%e5%93%81-quivr-%e5%bc%80%e6%ba%90","status":"publish","type":"post","link":"https:\/\/www.aqwu.net\/wp\/?p=3519","title":{"rendered":"RAG \u4ea7\u54c1 Quivr \u5f00\u6e90"},"content":{"rendered":"\n

42K+ \u7528\u6237\u3001\u670d\u52a1\u8fc7 6K+ \u516c\u53f8\u7684\u7b2c\u4e8c\u5927\u8111 #RAG<\/a> \u4ea7\u54c1 Quivr \u5f00\u6e90\uff0c\u76ee\u524d 32K Star\uff0c\u51b2\u4e0a Github Trending\uff0cTop 100 \u5f00\u6e90\u9879\u76ee<\/p>\n\n\n\n

\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/QuivrHQ\/quivr<\/a><\/p>\n\n\n\n

1. \u652f\u6301 PDF\u3001Url\u3001Docx\u3001API\u3001SQL \u7b49\u51e0\u4e4e\u6240\u6709\u683c\u5f0f <\/p>\n\n\n\n

2. \u652f\u6301 OpenAI\u3001Ollama \u7b49\u5f00\u6e90\u6216\u5546\u4e1a\u6a21\u578b <\/p>\n\n\n\n

3. \u53ef\u4ee5\u79bb\u7ebf\u8fd0\u884c\u3001\u652f\u6301\u5206\u4eab\u3001\u4e00\u952e\u90e8\u7f72 Vercel\/AWS<\/p>\n\n\n\n

Quivr \u7684\u8bbe\u8ba1\u7406\u5ff5\u662f\u751f\u4ea7\u7ea7\u522b Ready \u7684\u8f6f\u4ef6\uff1a<\/p>\n\n\n\n

    \n
  1. \u652f\u6301\u7528\u6237\u7ba1\u7406\u3001\u5171\u4eab\u6570\u636e\u3001\u5f00\u6e90 LLM<\/li>\n\n\n\n
  2. \u652f\u6301 Email\u3001Reranking\u3001Llama Parse\u3001Telemetry \u76d1\u63a7<\/li>\n\n\n\n
  3. \u4e0e @LangChainAI<\/a> \u65e0\u7f1d\u6574\u5408<\/li>\n<\/ol>\n\n\n\n

    Quivr \u5f00\u653e\u4e86\u6280\u672f Design \u67b6\u6784\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n

      \n
    1. Load Balancer\uff1a\u8fdb\u884c\u8d1f\u8f7d\u5747\u8861<\/li>\n\n\n\n
    2. Container Service\uff1a\u7ba1\u7406\u5404\u79cd\u670d\u52a1<\/li>\n\n\n\n
    3. Queue\uff1a\u5904\u7406\u6587\u4ef6\u4e0a\u4f20\u3001chunking\u3001embedding \u7b49\u4efb\u52a1\u961f\u5217<\/li>\n\n\n\n
    4. Celery Worker\uff1a\u5904\u7406 queue \u7684\u4efb\u52a1\uff0c\u5904\u7406\u8017\u65f6\u548c\u6548\u7387\u7684\u8ba1\u7b97\u5de5\u4f5c<\/li>\n\n\n\n
    5. \u524d\u7aef\u57fa\u4e8e @vercel \u7684 @nextjs<\/li>\n<\/ol>\n\n\n\n

      https:\/\/docs.quivr.app\/tech-design<\/a><\/p>\n\n\n\n

      \"\"<\/figure>\n\n\n\n

      Quivr \u4e0d\u4ec5\u652f\u6301\u5728\u7f51\u9875\u4e2d\u76f4\u63a5\u63d0\u95ee\uff0c\u7c7b\u4f3c Perplexity \u90a3\u6837\u7edf\u4e00\u7684\u641c\u7d22\uff0c\u4e5f\u652f\u6301\u57fa\u4e8e\u67d0\u4e2a brain \u8fdb\u884c\u63d0\u95ee\uff0c\u8fd8\u652f\u6301\u5c06\u4f60\u7684\u6570\u636e\u63d0\u95ee\u6574\u5408\u8fdb slack \u4e2d<\/p>\n\n\n\n

      Slack Bot setup – Quivr<\/a><\/p>\n\n\n\n

      Quivr \u540c\u65f6\u652f\u6301\u79c1\u6709\u5316\u90e8\u7f72\u6765\u5b8c\u6210\u5546\u4e1a\u5316\uff0c\u5176\u79c1\u6709\u5316\u90e8\u7f72\u4ea7\u54c1\uff1ahttps:\/\/quivr.app<\/a>\uff0c\u76ee\u524d\u5df2\u7ecf\u5305\u542b 40K User\uff0c\u652f\u6301 Files\u3001Applications \u6570\u636e\u3001APIs\u3001Databases \u548c\u5404\u79cd API \u96c6\u6210<\/p>\n\n\n\n

      Quivr \u7684 API \u6587\u6863\uff0c\u57fa\u4e8e FastAPI \u5f00\u53d1\uff1ahttps:\/\/api.quivr.app\/docs\uff0c\u5305\u542b\uff1a<\/p>\n\n\n\n

        \n
      1. Brain<\/li>\n\n\n\n
      2. Health<\/li>\n\n\n\n
      3. Chat<\/li>\n\n\n\n
      4. Crawl<\/li>\n\n\n\n
      5. Assistant<\/li>\n\n\n\n
      6. Onboarding<\/li>\n\n\n\n
      7. Analytics<\/li>\n\n\n\n
      8. Upload<\/li>\n\n\n\n
      9. User<\/li>\n\n\n\n
      10. API Key<\/li>\n\n\n\n
      11. BrainSubscription<\/li>\n\n\n\n
      12. Subscription<\/li>\n\n\n\n
      13. Prompt<\/li>\n\n\n\n
      14. Knowledge<\/li>\n<\/ol>\n\n\n\n

        \u7b49\u5168\u65b9\u4f4d\u7684 API<\/p>\n\n\n\n

        \u6b64\u5916 Quivr \u7684\u521b\u59cb\u4eba @_StanGirard \uff08https:\/\/github.com\/StanGirard\uff09\u8fd8\u5b9e\u73b0\u4e86\u4e00\u4e2a\u7c7b\u4f3c OneAPI \u7684 LLM \u8d1f\u8f7d\u5747\u8861\u9879\u76ee https:\/\/github.com\/theodo-group\/GenossGPT<\/a><\/p>\n\n\n\n

        \u53ef\u4ee5\u4ee5\u7edf\u4e00\u7684 API \u65b9\u5f0f\u8c03\u7528\u5f00\u6e90\u6216\u95ed\u6e90\u7684 LLM<\/p>\n\n\n\n

        \u539f\u6587\u94fe\u63a5\uff1ahttps:\/\/twitter.com\/tuturetom\/status\/1785847215862452258<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

        42K+ \u7528\u6237\u3001\u670d\u52a1\u8fc7 6K+ \u516c\u53f8\u7684\u7b2c\u4e8c\u5927\u8111 #RAG \u4ea7\u54c1 Quivr \u5f00\u6e90\uff0c\u76ee\u524d 32K Star\uff0c\u51b2\u4e0a […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[444,445,289,443,442,312],"tags":[433,243,450,449,422],"class_list":["post-3519","post","type-post","status-publish","format-standard","hentry","category-ai","category-ainews","category-gpt","category-llm","category-llms","category-openai","tag-ollama","tag-openai","tag-pdf","tag-quivr","tag-rag"],"views":1688,"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3519","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3519"}],"version-history":[{"count":5,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3519\/revisions"}],"predecessor-version":[{"id":3526,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=\/wp\/v2\/posts\/3519\/revisions\/3526"}],"wp:attachment":[{"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3519"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3519"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aqwu.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3519"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}