{"id":20212,"date":"2025-02-04T22:57:33","date_gmt":"2025-02-04T14:57:33","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=20212"},"modified":"2025-07-14T09:45:22","modified_gmt":"2025-07-14T01:45:22","slug":"colivara","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/colivara\/","title":{"rendered":"ColiVara\uff1a\u57fa\u4e8e\u89c6\u89c9\u5d4c\u5165\u7684\u6587\u6863\u5b58\u50a8\u4e0e\u68c0\u7d22\u670d\u52a1"},"content":{"rendered":"<p>ColiVara \u662f\u4e00\u4e2a\u57fa\u4e8e\u89c6\u89c9\u5d4c\u5165\u6280\u672f\u7684\u6587\u6863\u5b58\u50a8\u548c\u68c0\u7d22\u670d\u52a1\u3002\u5b83\u65e0\u9700\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u6216\u6587\u672c\u63d0\u53d6\uff0c\u907f\u514d\u4e86\u8868\u683c\u7834\u635f\u6216\u56fe\u50cf\u4e22\u5931\u7684\u95ee\u9898\u3002ColiVara \u652f\u6301\u8d85\u8fc7100\u79cd\u6587\u4ef6\u683c\u5f0f\uff0c\u5305\u62ec PDF\u3001DOCX\u3001PPTX \u7b49\uff0c\u80fd\u591f\u81ea\u52a8\u622a\u53d6\u7f51\u9875\u622a\u56fe\u5e76\u8fdb\u884c\u7d22\u5f15\u3002\u901a\u8fc7 ColiVara\uff0c\u7528\u6237\u53ef\u4ee5\u9ad8\u6548\u5730\u5b58\u50a8\u548c\u68c0\u7d22\u5305\u542b\u4e30\u5bcc\u89c6\u89c9\u4fe1\u606f\u7684\u6587\u6863\uff0c\u63d0\u5347\u6587\u6863\u7ba1\u7406\u548c\u4fe1\u606f\u68c0\u7d22\u7684\u6548\u7387\u3002ColiVara \u63d0\u4f9b Python \u548c TypeScript \u7684 API \u548c SDK\uff0c\u7528\u6237\u65e0\u9700\u7ba1\u7406\u5411\u91cf\u6570\u636e\u5e93\uff08pgVector \u5728\u540e\u53f0\u8fd0\u884c\uff09\u3002\u6b64\u5916\uff0cColiVara \u8fd8\u63d0\u4f9b\u8be6\u7ec6\u7684\u6587\u6863\u548c\u65e0\u7f1d\u7684\u672c\u5730\u6216\u4e91\u7aef\u5feb\u901f\u542f\u52a8\u6307\u5357\uff0c\u91c7\u7528\u540e\u671f\u4ea4\u4e92\u5d4c\u5165\u6280\u672f\u4ee5\u63d0\u9ad8\u51c6\u786e\u6027\u3002\u6700\u91cd\u8981\u7684\u662f\uff0cColiVara \u662f\u5b8c\u5168\u5f00\u6e90\u7684\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-20213\" title=\"ColiVara\uff1a\u57fa\u4e8e\u89c6\u89c9\u5d4c\u5165\u7684\u6587\u6863\u5b58\u50a8\u4e0e\u68c0\u7d22\u670d\u52a1-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/0abafca6edf3656.jpg\" alt=\"ColiVara\uff1a\u57fa\u4e8e\u89c6\u89c9\u5d4c\u5165\u7684\u6587\u6863\u5b58\u50a8\u4e0e\u68c0\u7d22\u670d\u52a1-1\" width=\"680\" height=\"340\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/0abafca6edf3656.jpg 680w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/0abafca6edf3656-18x9.jpg 18w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u6587\u6863\u5b58\u50a8\uff1a\u652f\u6301\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\u7684\u6587\u6863\u4e0a\u4f20\u548c\u5b58\u50a8\u3002<\/li>\n<li>\u6587\u6863\u68c0\u7d22\uff1a\u57fa\u4e8e\u89c6\u89c9\u5d4c\u5165\u6280\u672f\u8fdb\u884c\u9ad8\u6548\u7684\u6587\u6863\u641c\u7d22\u548c\u68c0\u7d22\u3002<\/li>\n<li>\u81ea\u52a8\u622a\u56fe\uff1a\u81ea\u52a8\u622a\u53d6\u7f51\u9875\u622a\u56fe\u5e76\u8fdb\u884c\u7d22\u5f15\u3002<\/li>\n<li>\u5143\u6570\u636e\u7ba1\u7406\uff1a\u652f\u6301\u4e3a\u6587\u6863\u6dfb\u52a0\u5143\u6570\u636e\uff0c\u4fbf\u4e8e\u5206\u7c7b\u548c\u68c0\u7d22\u3002<\/li>\n<li>API \u63a5\u53e3\uff1a\u63d0\u4f9b Python \u548c TypeScript SDK\uff0c\u65b9\u4fbf\u5f00\u53d1\u8005\u96c6\u6210\u548c\u4f7f\u7528\u3002<\/li>\n<li>\u96c6\u5408\u7ba1\u7406\uff1a\u652f\u6301\u6309\u96c6\u5408\u7ba1\u7406\u6587\u6863\uff0c\u4fbf\u4e8e\u7ec4\u7ec7\u548c\u5206\u7c7b\u3002<\/li>\n<li>\u591a\u6a21\u6001\u68c0\u7d22\uff1a\u652f\u6301\u6700\u5148\u8fdb\u7684\u591a\u6a21\u6001\u68c0\u7d22\u529f\u80fd\u3002<\/li>\n<li>\u65e0\u9700\u5411\u91cf\u6570\u636e\u5e93\u7ba1\u7406\uff1apgVector \u5728\u540e\u53f0\u8fd0\u884c\uff0c\u7528\u6237\u65e0\u9700\u7ba1\u7406\u5411\u91cf\u6570\u636e\u5e93\u3002<\/li>\n<li>\u5f00\u6e90\uff1aColiVara \u662f\u5b8c\u5168\u5f00\u6e90\u7684\uff0c\u7528\u6237\u53ef\u4ee5\u81ea\u7531\u4f7f\u7528\u548c\u4fee\u6539\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u4e0e\u914d\u7f6e<\/h3>\n<ol>\n<li>\u83b7\u53d6 API Key\uff1a\u8bbf\u95ee ColiVara \u7f51\u7ad9\uff0c\u6ce8\u518c\u5e76\u83b7\u53d6\u514d\u8d39\u7684 API Key\u3002<\/li>\n<li>\u5b89\u88c5 SDK\uff1a\n<ul>\n<li>Python\uff1a<code>pip install colivara-py<\/code><\/li>\n<li>TypeScript\uff1a<code>npm install colivara-ts<\/code><\/li>\n<\/ul>\n<\/li>\n<li>\u914d\u7f6e\u5ba2\u6237\u7aef\uff1a<\/li>\n<\/ol>\n<pre><code>   from colivara_py import ColiVara\r\nclient = ColiVara(api_key='\u4f60\u7684API Key')\r\n<\/code><\/pre>\n<h3>\u6587\u6863\u4e0a\u4f20<\/h3>\n<ol>\n<li>\u4e0a\u4f20\u6587\u6863\uff1a<\/li>\n<\/ol>\n<pre><code>   document = client.upsert_document(\r\nname=\"sample_document\",\r\ndocument_url=\"https:\/\/example.com\/sample.pdf\",\r\nmetadata={\"author\": \"John Doe\"},\r\ncollection_name=\"user_1_collection\",\r\nwait=True\r\n)\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u4e0a\u4f20\u6587\u4ef6\u8def\u5f84\u6216 Base64 \u7f16\u7801\u6587\u4ef6\uff1a<\/li>\n<\/ol>\n<pre><code>   document = client.upsert_document(\r\nname=\"sample_document\",\r\ndocument_path=\"\/path\/to\/sample.pdf\",\r\nmetadata={\"author\": \"John Doe\"},\r\ncollection_name=\"user_1_collection\",\r\nwait=True\r\n)\r\n<\/code><\/pre>\n<h3>\u6587\u6863\u68c0\u7d22<\/h3>\n<ol>\n<li>\u7b80\u5355\u641c\u7d22\uff1a<\/li>\n<\/ol>\n<pre><code>   results = client.search(\"what is 1+1?\")\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u6309\u96c6\u5408\u540d\u79f0\u641c\u7d22\uff1a<\/li>\n<\/ol>\n<pre><code>   results = client.search(\"what is 1+1?\", collection_name=\"user_1_collection\")\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u6309\u5143\u6570\u636e\u8fc7\u6ee4\u641c\u7d22\uff1a<\/li>\n<\/ol>\n<pre><code>   results = client.search(\r\n\"what is 1+1?\",\r\nquery_filter={\"on\": \"document\", \"key\": \"author\", \"value\": \"John Doe\", \"lookup\": \"key_lookup\"}\r\n)\r\n<\/code><\/pre>\n<h3>\u96c6\u5408\u7ba1\u7406<\/h3>\n<ol>\n<li>\u521b\u5efa\u96c6\u5408\uff1a<\/li>\n<\/ol>\n<pre><code>   collection = client.create_collection(name=\"user_1_collection\")\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u83b7\u53d6\u96c6\u5408\u5217\u8868\uff1a<\/li>\n<\/ol>\n<pre><code>   collections = client.list_collections()\r\n<\/code><\/pre>\n<h3>API \u53c2\u8003<\/h3>\n<ul>\n<li>\u6587\u6863\u4e0a\u4f20\uff1a<code>upsert_document(name, document_url, metadata, collection_name, wait)<\/code><\/li>\n<li>\u6587\u6863\u68c0\u7d22\uff1a<code>search(query, collection_name, query_filter)<\/code><\/li>\n<li>\u96c6\u5408\u7ba1\u7406\uff1a<code>create_collection(name)<\/code>, <code>list_collections()<\/code><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>ColiVara \u662f\u4e00\u4e2a\u57fa\u4e8e\u89c6\u89c9\u5d4c\u5165\u6280\u672f\u7684\u6587\u6863\u5b58\u50a8\u548c\u68c0\u7d22\u670d\u52a1\u3002\u5b83\u65e0\u9700\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\uff08OCR\uff09\u6216\u6587\u672c\u63d0\u53d6\uff0c\u907f\u514d\u4e86\u8868\u683c\u7834\u635f\u6216\u56fe\u50cf\u4e22\u5931\u7684\u95ee\u9898\u3002ColiVara \u652f\u6301\u8d85\u8fc7100\u79cd\u6587\u4ef6\u683c\u5f0f\uff0c\u5305\u62ec PDF\u3001DOCX\u3001PPTX \u7b49\uff0c\u80fd\u591f\u81ea\u52a8\u622a\u53d6\u7f51\u9875\u622a\u56fe\u5e76\u8fdb&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61775,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,20,459],"tags":[230,243],"class_list":["post-20212","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-tool","category-rag-project","tag-aikaiyuanxiangmu","tag-aizhishikuyukefu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/20212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=20212"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/20212\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/61775"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=20212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=20212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=20212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}