{"id":14894,"date":"2024-12-07T20:54:17","date_gmt":"2024-12-07T12:54:17","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=14894"},"modified":"2024-12-10T11:17:17","modified_gmt":"2024-12-10T03:17:17","slug":"knowledge-graph-studio","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/knowledge-graph-studio\/","title":{"rendered":"Knowledge Graph Studio\uff08WhyHow\uff09\uff1a\u521b\u5efa\u548c\u7ba1\u7406\u77e5\u8bc6\u56fe\u8c31\u7684\u5f00\u6e90\u5e73\u53f0\uff0cRAG\u5e94\u7528\u539f\u751f\u652f\u6301"},"content":{"rendered":"<p>\u77e5\u8bc6\u56fe\u8c31\u5de5\u4f5c\u5ba4\uff08Knowledge Graph Studio\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u5e73\u53f0\uff0c\u65e8\u5728\u7b80\u5316\u521b\u5efa\u548c\u7ba1\u7406RAG-native\u77e5\u8bc6\u56fe\u8c31\u7684\u8fc7\u7a0b\u3002\u8be5\u5e73\u53f0\u63d0\u4f9b\u4e86\u57fa\u4e8e\u89c4\u5219\u7684\u5b9e\u4f53\u89e3\u6790\u3001\u6a21\u5757\u5316\u56fe\u8c31\u6784\u5efa\u3001\u7075\u6d3b\u7684\u6570\u636e\u6444\u53d6\u4ee5\u53caAPI\u4f18\u5148\u8bbe\u8ba1\u7b49\u529f\u80fd\uff0c\u652f\u6301\u5f00\u53d1\u8005\u901a\u8fc7SDK\u8fdb\u884c\u64cd\u4f5c\u3002\u65e0\u8bba\u662f\u5904\u7406\u7ed3\u6784\u5316\u6570\u636e\u8fd8\u662f\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u77e5\u8bc6\u56fe\u8c31\u5de5\u4f5c\u5ba4\u90fd\u80fd\u4e3a\u7528\u6237\u63d0\u4f9b\u53ef\u6269\u5c55\u4e14\u7075\u6d3b\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u9002\u7528\u4e8e\u5b9e\u9a8c\u548c\u5927\u89c4\u6a21\u5e94\u7528\u3002\u5e73\u53f0\u57fa\u4e8eNoSQL\u6570\u636e\u5e93\u6784\u5efa\uff0c\u652f\u6301\u5feb\u901f\u6570\u636e\u68c0\u7d22\u548c\u590d\u6742\u5173\u7cfb\u7684\u8f7b\u677e\u904d\u5386\uff0c\u81f4\u529b\u4e8e\u6210\u4e3a\u6570\u636e\u5e93\u65e0\u5173\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-14895\" title=\"WhyHow\uff08\u77e5\u8bc6\u56fe\u8c31\u5de5\u4f5c\u5ba4\uff09\uff1a\u521b\u5efa\u548c\u7ba1\u7406\u77e5\u8bc6\u56fe\u8c31\u7684\u5f00\u6e90\u5e73\u53f0\uff0cRAG\u5e94\u7528\u539f\u751f\u652f\u6301-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8e362f5693bb7c.jpg\" alt=\"WhyHow\uff08\u77e5\u8bc6\u56fe\u8c31\u5de5\u4f5c\u5ba4\uff09\uff1a\u521b\u5efa\u548c\u7ba1\u7406\u77e5\u8bc6\u56fe\u8c31\u7684\u5f00\u6e90\u5e73\u53f0\uff0cRAG\u5e94\u7528\u539f\u751f\u652f\u6301-1\" width=\"3082\" height=\"1750\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8e362f5693bb7c.jpg 3082w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8e362f5693bb7c-300x170.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8e362f5693bb7c-1024x581.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8e362f5693bb7c-768x436.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8e362f5693bb7c-1536x872.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8e362f5693bb7c-2048x1163.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/a8e362f5693bb7c-18x10.jpg 18w\" sizes=\"auto, (max-width: 3082px) 100vw, 3082px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u57fa\u4e8e\u89c4\u5219\u7684\u5b9e\u4f53\u89e3\u6790<\/li>\n<li>\u6a21\u5757\u5316\u56fe\u8c31\u6784\u5efa<\/li>\n<li>\u7075\u6d3b\u7684\u6570\u636e\u6444\u53d6<\/li>\n<li>API\u4f18\u5148\u8bbe\u8ba1\uff0c\u652f\u6301SDK<\/li>\n<li>\u652f\u6301\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e<\/li>\n<li>\u53ef\u6269\u5c55\u4e14\u7075\u6d3b\u7684\u89e3\u51b3\u65b9\u6848<\/li>\n<li>\u5feb\u901f\u6570\u636e\u68c0\u7d22\u548c\u590d\u6742\u5173\u7cfb\u904d\u5386<\/li>\n<li>\u652f\u6301\u591a\u79cd\u6570\u636e\u5e93<\/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 git@github.com:whyhow-ai\/knowledge-graph-studio.git\r\ncd knowledge-graph-studio\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u5b89\u88c5\u4f9d\u8d56\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install .\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u5f00\u53d1\u8005\u5b89\u88c5\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install -e .[dev,docs]\r\n<\/code><\/pre>\n<h3>\u5feb\u901f\u5f00\u59cb<\/h3>\n<ol>\n<li>\u51c6\u5907\u5de5\u4f5c\uff1a\n<ul>\n<li>OpenAI API\u5bc6\u94a5<\/li>\n<li>MongoDB\u8d26\u6237<\/li>\n<li>\u5728MongoDB Atlas\u4e2d\u521b\u5efa\u9879\u76ee\u548c\u96c6\u7fa4<\/li>\n<\/ul>\n<\/li>\n<li>\u914d\u7f6e\u73af\u5883\u53d8\u91cf\uff1a<\/li>\n<\/ol>\n<pre><code>   cp .env.sample .env\r\n<\/code><\/pre>\n<p>\u66f4\u65b0<code>.env<\/code>\u6587\u4ef6\u4e2d\u7684\u503c\uff1a<\/p>\n<pre><code>   WHYHOW__EMBEDDING__OPENAI__API_KEY=&lt;\u4f60\u7684OpenAI API\u5bc6\u94a5&gt;\r\nWHYHOW__GENERATIVE__OPENAI__API_KEY=&lt;\u4f60\u7684OpenAI API\u5bc6\u94a5&gt;\r\nWHYHOW__MONGODB__USERNAME=&lt;\u4f60\u7684MongoDB\u7528\u6237\u540d&gt;\r\nWHYHOW__MONGODB__PASSWORD=&lt;\u4f60\u7684MongoDB\u5bc6\u7801&gt;\r\nWHYHOW__MONGODB__DATABASE_NAME=main\r\nWHYHOW__MONGODB__HOST=&lt;\u4f60\u7684MongoDB\u4e3b\u673a&gt;\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u521b\u5efa\u6570\u636e\u5e93\u548c\u96c6\u5408\uff1a<\/li>\n<\/ol>\n<pre><code>   cd src\/whyhow_api\/cli\/\r\npython admin.py setup-collections --config-file collection_index_config.json\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u521b\u5efa\u7528\u6237\u548cAPI\u5bc6\u94a5\uff1a<\/li>\n<\/ol>\n<pre><code>   python admin.py create-user --email &lt;\u4f60\u7684\u90ae\u7bb1\u5730\u5740&gt; --openai-key &lt;\u4f60\u7684OpenAI API\u5bc6\u94a5&gt;\r\n<\/code><\/pre>\n<ol start=\"5\">\n<li>\u542f\u52a8API\u670d\u52a1\u5668\uff1a<\/li>\n<\/ol>\n<pre><code>   uvicorn src.whyhow_api.main:app\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528SDK<\/h3>\n<ol>\n<li>\u5b89\u88c5Python SDK\uff1a<\/li>\n<\/ol>\n<pre><code>   pip install whyhow\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u914d\u7f6eWhyHow\u5ba2\u6237\u7aef\uff1a<\/li>\n<\/ol>\n<pre><code>   from whyhow import WhyHow\r\nclient = WhyHow(api_key='&lt;\u4f60\u7684WhyHow API\u5bc6\u94a5&gt;', base_url=\"http:\/\/localhost:8000\")\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u521b\u5efa\u5de5\u4f5c\u533a\u548c\u56fe\u8c31\uff1a<\/li>\n<\/ol>\n<pre><code>   workspace = client.workspaces.create(name=\"Demo Workspace\")\r\nchunk = client.chunks.create(workspace_id=workspace.workspace_id, chunks=[Chunk(content=\"\u793a\u4f8b\u5185\u5bb9\")])\r\ntriples = [Triple(head=Node(name=\"\u793a\u4f8b\u8282\u70b9\", label=\"\u793a\u4f8b\u6807\u7b7e\"), relation=Relation(name=\"\u793a\u4f8b\u5173\u7cfb\"), tail=Node(name=\"\u793a\u4f8b\u5c3e\u8282\u70b9\", label=\"\u793a\u4f8b\u5c3e\u6807\u7b7e\"), chunk_ids=[c.chunk_id for c in chunk])]\r\ngraph = client.graphs.create_graph_from_triples(name=\"Demo Graph\", workspace_id=workspace.workspace_id, triples=triples)\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u67e5\u8be2\u56fe\u8c31\uff1a<\/li>\n<\/ol>\n<pre><code>   query = client.graphs.query_unstructured(graph_id=graph.graph_id, query=\"\u793a\u4f8b\u67e5\u8be2\")\r\n<\/code><\/pre>\n<h3>\u4f7f\u7528Docker<\/h3>\n<ol>\n<li>\u6784\u5efa\u955c\u50cf\uff1a<\/li>\n<\/ol>\n<pre><code>   docker build --platform=linux\/amd64 -t kg_engine:v1 .\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u8fd0\u884c\u955c\u50cf\uff1a<\/li>\n<\/ol>\n<pre><code>   docker run -it --rm -p 1234:8000 kg_engine:v1<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u77e5\u8bc6\u56fe\u8c31\u5de5\u4f5c\u5ba4\uff08Knowledge Graph Studio\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u5e73\u53f0\uff0c\u65e8\u5728\u7b80\u5316\u521b\u5efa\u548c\u7ba1\u7406RAG-native\u77e5\u8bc6\u56fe\u8c31\u7684\u8fc7\u7a0b\u3002\u8be5\u5e73\u53f0\u63d0\u4f9b\u4e86\u57fa\u4e8e\u89c4\u5219\u7684\u5b9e\u4f53\u89e3\u6790\u3001\u6a21\u5757\u5316\u56fe\u8c31\u6784\u5efa\u3001\u7075\u6d3b\u7684\u6570\u636e\u6444\u53d6\u4ee5\u53caAPI\u4f18\u5148\u8bbe\u8ba1\u7b49\u529f\u80fd\uff0c\u652f\u6301\u5f00\u53d1\u8005\u901a\u8fc7SDK&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61374,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,260],"class_list":["post-14894","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-zhishitupu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14894","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=14894"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/14894\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/61374"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=14894"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=14894"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=14894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}