{"id":15674,"date":"2024-12-15T23:17:22","date_gmt":"2024-12-15T15:17:22","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=15674"},"modified":"2025-07-14T03:02:04","modified_gmt":"2025-07-13T19:02:04","slug":"privategpt","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/privategpt\/","title":{"rendered":"PrivateGPT\uff1a\u5b8c\u5168\u672c\u5730\u5316RAG\u5904\u7406\u6d41\u7a0b\u7684\u6587\u6863\u95ee\u7b54\u7cfb\u7edf"},"content":{"rendered":"<p>PrivateGPT\u662f\u4e00\u4e2a\u53ef\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u7684AI\u9879\u76ee\uff0c\u5141\u8bb8\u7528\u6237\u5728\u6ca1\u6709\u4e92\u8054\u7f51\u8fde\u63a5\u7684\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5bf9\u6587\u6863\u8fdb\u884c\u95ee\u7b54\u3002\u8be5\u9879\u76ee\u786e\u4fdd100%\u7684\u6570\u636e\u9690\u79c1\uff0c\u6240\u6709\u6570\u636e\u90fd\u5728\u7528\u6237\u7684\u6267\u884c\u73af\u5883\u4e2d\u5904\u7406\uff0c\u4e0d\u4f1a\u6cc4\u9732\u3002PrivateGPT\u7531Zylon\u56e2\u961f\u5f00\u53d1\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2aAPI\uff0c\u652f\u6301\u6784\u5efa\u79c1\u6709\u3001\u4e0a\u4e0b\u6587\u611f\u77e5\u7684AI\u5e94\u7528\u3002\u8be5\u9879\u76ee\u9075\u5faa\u5e76\u6269\u5c55\u4e86OpenAI API\u6807\u51c6\uff0c\u652f\u6301\u666e\u901a\u548c\u6d41\u5f0f\u54cd\u5e94\u3002PrivateGPT\u9002\u7528\u4e8e\u9700\u8981\u9ad8\u5ea6\u6570\u636e\u9690\u79c1\u7684\u9886\u57df\uff0c\u5982\u533b\u7597\u548c\u6cd5\u5f8b\u3002<\/p>\n<p>\u7c7b\u4f3c\u9879\u76ee\uff1a<a href=\"https:\/\/www.kdjingpai.com\/kotaemon\/\">Kotaemon\uff1a\u7b80\u5355\u90e8\u7f72\u7684\u5f00\u6e90\u591a\u6a21\u6001\u6587\u6863\u95ee\u7b54\u5de5\u5177<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-15675\" title=\"PrivateGPT\uff1a\u4f7f\u7528GPT\u6280\u672f\u8fdb\u884c\u6587\u6863\u4ea4\u4e92\uff0c\u786e\u4fdd\u6570\u636e\u9690\u79c1-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8739bca2448217.jpg\" alt=\"PrivateGPT\uff1a\u4f7f\u7528GPT\u6280\u672f\u8fdb\u884c\u6587\u6863\u4ea4\u4e92\uff0c\u786e\u4fdd\u6570\u636e\u9690\u79c1-1\" width=\"1147\" height=\"718\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8739bca2448217.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8739bca2448217-300x188.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8739bca2448217-1024x641.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8739bca2448217-768x481.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8739bca2448217-18x12.jpg 18w\" sizes=\"auto, (max-width: 1147px) 100vw, 1147px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u6587\u6863\u6444\u53d6\uff1a\u7ba1\u7406\u6587\u6863\u89e3\u6790\u3001\u62c6\u5206\u3001\u5143\u6570\u636e\u63d0\u53d6\u3001\u5d4c\u5165\u751f\u6210\u548c\u5b58\u50a8\u3002<\/li>\n<li>\u804a\u5929\u4e0e\u5b8c\u6210\uff1a\u4f7f\u7528\u6444\u53d6\u6587\u6863\u7684\u4e0a\u4e0b\u6587\u8fdb\u884c\u5bf9\u8bdd\u548c\u5b8c\u6210\u4efb\u52a1\u3002<\/li>\n<li>\u5d4c\u5165\u751f\u6210\uff1a\u57fa\u4e8e\u6587\u672c\u751f\u6210\u5d4c\u5165\u3002<\/li>\n<li>\u4e0a\u4e0b\u6587\u5757\u68c0\u7d22\uff1a\u6839\u636e\u67e5\u8be2\u8fd4\u56de\u6444\u53d6\u6587\u6863\u4e2d\u6700\u76f8\u5173\u7684\u6587\u672c\u5757\u3002<\/li>\n<li>Gradio UI\u5ba2\u6237\u7aef\uff1a\u63d0\u4f9b\u7528\u4e8e\u6d4b\u8bd5API\u7684\u5de5\u4f5c\u5ba2\u6237\u7aef\u3002<\/li>\n<li>\u6279\u91cf\u6a21\u578b\u4e0b\u8f7d\u811a\u672c\u3001\u6444\u53d6\u811a\u672c\u3001\u6587\u6863\u6587\u4ef6\u5939\u76d1\u89c6\u7b49\u5de5\u5177\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong>\uff1a\u9996\u5148\uff0c\u514b\u9686PrivateGPT\u7684GitHub\u4ed3\u5e93\u3002<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/zylon-ai\/private-gpt.git\r\ncd private-gpt\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong>\uff1a\u4f7f\u7528<code>pip<\/code>\u5b89\u88c5\u6240\u9700\u7684Python\u4f9d\u8d56\u3002<\/li>\n<\/ol>\n<pre><code>   pip install -r requirements.txt\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u914d\u7f6e\u73af\u5883<\/strong>\uff1a\u6839\u636e\u9700\u8981\u914d\u7f6e\u73af\u5883\u53d8\u91cf\u548c\u8bbe\u7f6e\u6587\u4ef6\u3002<\/li>\n<\/ol>\n<pre><code>   cp settings-example.yaml settings.yaml\r\n# \u7f16\u8f91settings.yaml\u6587\u4ef6\uff0c\u914d\u7f6e\u76f8\u5173\u53c2\u6570\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong>\uff1a\u4f7f\u7528Docker\u542f\u52a8\u670d\u52a1\u3002<\/li>\n<\/ol>\n<pre><code>   docker-compose up -d\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u6587\u6863\u95ee\u7b54\u529f\u80fd<\/h3>\n<ol>\n<li><strong>\u6587\u6863\u6444\u53d6<\/strong>\uff1a\u5c06\u9700\u8981\u5904\u7406\u7684\u6587\u6863\u653e\u5165\u6307\u5b9a\u7684\u6587\u4ef6\u5939\u4e2d\uff0c\u8fd0\u884c\u6444\u53d6\u811a\u672c\u3002<\/li>\n<\/ol>\n<pre><code>   python scripts\/ingest.py --input-folder path\/to\/documents\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u95ee\u7b54\u4ea4\u4e92<\/strong>\uff1a\u4f7f\u7528Gradio UI\u5ba2\u6237\u7aef\u8fdb\u884c\u95ee\u7b54\u4ea4\u4e92\u3002<\/li>\n<\/ol>\n<pre><code>   python app.py\r\n# \u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95eehttp:\/\/localhost:7860\r\n<\/code><\/pre>\n<h3>\u9ad8\u5c42API\u4f7f\u7528<\/h3>\n<ol>\n<li><strong>\u6587\u6863\u89e3\u6790\u548c\u5d4c\u5165\u751f\u6210<\/strong>\uff1a\u4f7f\u7528\u9ad8\u5c42API\u8fdb\u884c\u6587\u6863\u89e3\u6790\u548c\u5d4c\u5165\u751f\u6210\u3002<\/li>\n<\/ol>\n<pre><code>   from private_gpt import HighLevelAPI\r\napi = HighLevelAPI()\r\napi.ingest_documents(\"path\/to\/documents\")\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u4e0a\u4e0b\u6587\u68c0\u7d22\u548c\u56de\u7b54\u751f\u6210<\/strong>\uff1a\u4f7f\u7528\u9ad8\u5c42API\u8fdb\u884c\u4e0a\u4e0b\u6587\u68c0\u7d22\u548c\u56de\u7b54\u751f\u6210\u3002<\/li>\n<\/ol>\n<pre><code>   response = api.chat(\"\u4f60\u7684\u95ee\u9898\")\r\nprint(response)\r\n<\/code><\/pre>\n<h3>\u4f4e\u5c42API\u4f7f\u7528<\/h3>\n<ol>\n<li><strong>\u5d4c\u5165\u751f\u6210<\/strong>\uff1a\u4f7f\u7528\u4f4e\u5c42API\u751f\u6210\u6587\u672c\u5d4c\u5165\u3002<\/li>\n<\/ol>\n<pre><code>   from private_gpt import LowLevelAPI\r\napi = LowLevelAPI()\r\nembedding = api.generate_embedding(\"\u4f60\u7684\u6587\u672c\")\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u4e0a\u4e0b\u6587\u5757\u68c0\u7d22<\/strong>\uff1a\u4f7f\u7528\u4f4e\u5c42API\u8fdb\u884c\u4e0a\u4e0b\u6587\u5757\u68c0\u7d22\u3002<\/li>\n<\/ol>\n<pre><code>   chunks = api.retrieve_chunks(\"\u4f60\u7684\u67e5\u8be2\")\r\nprint(chunks)\r\n<\/code><\/pre>\n<h3>\u5de5\u5177\u96c6\u4f7f\u7528<\/h3>\n<ol>\n<li><strong>\u6279\u91cf\u6a21\u578b\u4e0b\u8f7d<\/strong>\uff1a\u4f7f\u7528\u6279\u91cf\u6a21\u578b\u4e0b\u8f7d\u811a\u672c\u4e0b\u8f7d\u6240\u9700\u6a21\u578b\u3002<\/li>\n<\/ol>\n<pre><code>   python scripts\/download_models.py\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u6587\u6863\u6587\u4ef6\u5939\u76d1\u89c6<\/strong>\uff1a\u4f7f\u7528\u6587\u6863\u6587\u4ef6\u5939\u76d1\u89c6\u5de5\u5177\u81ea\u52a8\u6444\u53d6\u65b0\u6587\u6863\u3002<\/li>\n<\/ol>\n<pre><code>   python scripts\/watch_folder.py --folder path\/to\/documents<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>PrivateGPT\u662f\u4e00\u4e2a\u53ef\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u7684AI\u9879\u76ee\uff0c\u5141\u8bb8\u7528\u6237\u5728\u6ca1\u6709\u4e92\u8054\u7f51\u8fde\u63a5\u7684\u60c5\u51b5\u4e0b\uff0c\u4f7f\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u5bf9\u6587\u6863\u8fdb\u884c\u95ee\u7b54\u3002\u8be5\u9879\u76ee\u786e\u4fdd100%\u7684\u6570\u636e\u9690\u79c1\uff0c\u6240\u6709\u6570\u636e\u90fd\u5728\u7528\u6237\u7684\u6267\u884c\u73af\u5883\u4e2d\u5904\u7406\uff0c\u4e0d\u4f1a\u6cc4\u9732\u3002PrivateGPT\u7531Zylon\u56e2\u961f&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61434,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,455],"tags":[230,243],"class_list":["post-15674","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-knowledge-base","tag-aikaiyuanxiangmu","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/15674","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=15674"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/15674\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/61434"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=15674"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=15674"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=15674"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}