{"id":14709,"date":"2024-12-03T14:20:36","date_gmt":"2024-12-03T06:20:36","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14709"},"modified":"2024-12-03T14:20:36","modified_gmt":"2024-12-03T06:20:36","slug":"denser-chat","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/denser-chat\/","title":{"rendered":"Denser Chat\uff1a\u4e0ePDF\u6587\u4ef6\u4e92\u52a8\uff0c\u63d0\u4f9b\u6e90\u4ee3\u7801\u9ad8\u4eae\u663e\u793a"},"content":{"rendered":"<p>Denser Chat \u662f\u4e00\u4e2a\u7531 denser.ai \u5f00\u53d1\u548c\u7ef4\u62a4\u7684\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\uff0c\u65e8\u5728\u4ece PDF \u6587\u4ef6\u548c\u7f51\u9875\u4e2d\u63d0\u53d6\u6587\u672c\u548c\u8868\u683c\uff0c\u5e76\u63d0\u4f9b\u6e90\u4ee3\u7801\u9ad8\u4eae\u663e\u793a\u529f\u80fd\u3002\u8be5\u9879\u76ee\u652f\u6301\u6784\u5efa\u57fa\u4e8e denser-retriever \u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u5e76\u63d0\u4f9b\u4ea4\u4e92\u5f0f\u7684 Streamlit \u804a\u5929\u673a\u5668\u4eba\u5e94\u7528\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u5b89\u88c5\u548c\u914d\u7f6e\uff0c\u5feb\u901f\u90e8\u7f72\u5e76\u4f7f\u7528\u8be5\u804a\u5929\u673a\u5668\u4eba\u6765\u56de\u7b54\u4e0e PDF \u548c\u7f51\u9875\u5185\u5bb9\u76f8\u5173\u7684\u95ee\u9898\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14710\" title=\"Denser Chat\uff1a\u4e0ePDF\u6587\u4ef6\u4e92\u52a8\uff0c\u63d0\u4f9b\u6e90\u4ee3\u7801\u9ad8\u4eae\u663e\u793a-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/cf0ff27d00b2876.jpg\" alt=\"Denser Chat\uff1a\u4e0ePDF\u6587\u4ef6\u4e92\u52a8\uff0c\u63d0\u4f9b\u6e90\u4ee3\u7801\u9ad8\u4eae\u663e\u793a-1\" width=\"757\" height=\"647\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/cf0ff27d00b2876.jpg 757w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/cf0ff27d00b2876-300x256.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/cf0ff27d00b2876-14x12.jpg 14w\" sizes=\"auto, (max-width: 757px) 100vw, 757px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u4ece PDF \u6587\u4ef6\u548c\u7f51\u9875\u4e2d\u63d0\u53d6\u6587\u672c\u548c\u8868\u683c<\/li>\n<li>\u6784\u5efa\u57fa\u4e8e denser-retriever \u7684\u804a\u5929\u673a\u5668\u4eba<\/li>\n<li>\u652f\u6301\u4ea4\u4e92\u5f0f Streamlit \u804a\u5929\u673a\u5668\u4eba\u5e94\u7528<\/li>\n<li>\u63d0\u4f9b\u6e90\u4ee3\u7801\u9ad8\u4eae\u663e\u793a\u529f\u80fd<\/li>\n<li>\u652f\u6301\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\u548c URL \u4f5c\u4e3a\u6570\u636e\u6e90<\/li>\n<li>\u901a\u8fc7 Docker Compose \u542f\u52a8 Elasticsearch \u548c Milvus \u670d\u52a1<\/li>\n<li>\u4f7f\u7528 OpenAI \u6216 <a href=\"https:\/\/www.kdjingpai.com\/en\/claudeanquanfubai\/\">Claude<\/a> API \u63d0\u4f9b\u804a\u5929\u529f\u80fd<\/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>\u514b\u9686\u4ed3\u5e93\uff1a<\/li>\n<\/ol>\n<pre><code>   git clone https:\/\/github.com\/denser-org\/denser-chat.git\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\u5e76\u542f\u52a8\u865a\u62df\u73af\u5883\uff08\u786e\u4fdd Python \u7248\u672c\u4e3a 3.11\uff09\uff1a<\/li>\n<\/ol>\n<pre><code>   cd denser-chat\r\npython -m venv .venv\r\nsource .venv\/bin\/activate\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u5b89\u88c5\u6240\u9700\u7684\u5305\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install -e .\r\n<\/code><\/pre>\n<p>\u6216\u4f7f\u7528 Poetry\uff1a<\/p>\n<pre><code>   poetry install\r\n<\/code><\/pre>\n<h3>\u5feb\u901f\u5f00\u59cb<\/h3>\n<ol>\n<li>\u5728\u6784\u5efa\u7d22\u5f15\u4e4b\u524d\uff0c\u8fd0\u884c Docker Compose \u542f\u52a8 Elasticsearch \u548c Milvus \u670d\u52a1\uff1a<\/li>\n<\/ol>\n<pre><code>   cd denser_chat\r\ndocker compose up -d\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u7d22\u5f15\uff1a<\/li>\n<\/ol>\n<pre><code>   python build.py sources.txt output test_index\r\n<\/code><\/pre>\n<p>\u5176\u4e2d\uff0c\u7b2c\u4e00\u4e2a\u53c2\u6570\u662f\u7528\u4e8e\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u7684\u6587\u4ef6\uff0c\u53ef\u4ee5\u662f\u672c\u5730 PDF \u6587\u4ef6\u3001URL PDF \u6216 URL\u3002\u7b2c\u4e8c\u4e2a\u53c2\u6570\u662f\u8f93\u51fa\u76ee\u5f55\uff0c\u7b2c\u4e09\u4e2a\u53c2\u6570\u662f\u7d22\u5f15\u540d\u79f0\u3002<\/p>\n<ol start=\"3\">\n<li>\u542f\u52a8\u672c\u5730\u670d\u52a1\u5668\u4ee5\u63d0\u4f9b PDF \u670d\u52a1\uff1a<\/li>\n<\/ol>\n<pre><code>   python -m http.server 8000\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u542f\u52a8 Streamlit \u5e94\u7528\uff1a<\/li>\n<\/ol>\n<pre><code>   cd denser_chat\r\nstreamlit run demo.py -- --index_name test_index\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528\u529f\u80fd<\/h3>\n<ul>\n<li><strong>\u63d0\u53d6\u6587\u672c\u548c\u8868\u683c<\/strong>\uff1a\u4e0a\u4f20 PDF \u6587\u4ef6\u6216\u8f93\u5165\u7f51\u9875 URL\uff0cDenser Chat \u5c06\u81ea\u52a8\u63d0\u53d6\u5176\u4e2d\u7684\u6587\u672c\u548c\u8868\u683c\u5185\u5bb9\u3002<\/li>\n<li><strong>\u6e90\u4ee3\u7801\u9ad8\u4eae\u663e\u793a<\/strong>\uff1a\u5728\u804a\u5929\u8fc7\u7a0b\u4e2d\uff0cDenser Chat \u4f1a\u9ad8\u4eae\u663e\u793a PDF \u6587\u4ef6\u4e2d\u7684\u76f8\u5173\u6e90\u4ee3\u7801\uff0c\u65b9\u4fbf\u7528\u6237\u67e5\u770b\u548c\u7406\u89e3\u3002<\/li>\n<li><strong>\u4ea4\u4e92\u5f0f\u804a\u5929<\/strong>\uff1a\u901a\u8fc7\u914d\u7f6e OpenAI \u6216 Claude API \u5bc6\u94a5\uff0c\u7528\u6237\u53ef\u4ee5\u4e0e\u804a\u5929\u673a\u5668\u4eba\u8fdb\u884c\u4e92\u52a8\uff0c\u83b7\u53d6\u7cbe\u51c6\u7684\u56de\u7b54\u3002<\/li>\n<\/ul>\n<h3>\u8be6\u7ec6\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u4e0a\u4f20\u6587\u4ef6<\/strong>\uff1a\u5728\u5e94\u7528\u754c\u9762\u4e2d\u9009\u62e9\u5e76\u4e0a\u4f20 PDF \u6587\u4ef6\uff0c\u6216\u8f93\u5165\u7f51\u9875 URL\u3002<\/li>\n<li><strong>\u63d0\u95ee<\/strong>\uff1a\u5728\u804a\u5929\u7a97\u53e3\u4e2d\u8f93\u5165\u95ee\u9898\uff0c\u4f8b\u5982\u201c\u4ec0\u4e48\u662f\u6279\u5185\u8d1f\u91c7\u6837\uff1f\u201d\u6216\u201c\u54ea\u4e9b\u90e8\u5206\u6709\u505c\u6b62\u9500\uff1f\u201d\u3002<\/li>\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong>\uff1aDenser Chat \u5c06\u8fd4\u56de\u5e26\u6709\u9ad8\u4eae\u663e\u793a\u7684\u7b54\u6848\uff0c\u65b9\u4fbf\u7528\u6237\u5feb\u901f\u5b9a\u4f4d\u76f8\u5173\u5185\u5bb9\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Denser Chat \u662f\u4e00\u4e2a\u7531 denser.ai \u5f00\u53d1\u548c\u7ef4\u62a4\u7684\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\uff0c\u65e8\u5728\u4ece PDF \u6587\u4ef6\u548c\u7f51\u9875\u4e2d\u63d0\u53d6\u6587\u672c\u548c\u8868\u683c\uff0c\u5e76\u63d0\u4f9b\u6e90\u4ee3\u7801\u9ad8\u4eae\u663e\u793a\u529f\u80fd\u3002\u8be5\u9879\u76ee\u652f\u6301\u6784\u5efa\u57fa\u4e8e denser-retriever \u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u5e76\u63d0\u4f9b\u4ea4\u4e92\u5f0f\u7684 St&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61355,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,236],"class_list":["post-14709","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aihuiyishipinzongban"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14709","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=14709"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14709\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/61355"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=14709"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=14709"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=14709"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}