{"id":1228,"date":"2024-04-27T09:33:52","date_gmt":"2024-04-27T09:33:52","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1228"},"modified":"2024-04-27T09:34:55","modified_gmt":"2024-04-27T09:34:55","slug":"ruhewuxubianmabiankeweinindewangzhangoujianailiaotianjiqiren","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/ruhewuxubianmabiankeweinindewangzhangoujianailiaotianjiqiren.html","title":{"rendered":"\u5982\u4f55\u65e0\u9700\u7f16\u7801\u4fbf\u53ef\u4e3a\u60a8\u7684\u7f51\u7ad9\u6784\u5efaAI\u804a\u5929\u673a\u5668\u4eba"},"content":{"rendered":"<h1 data-id=\"heading-0\">\u80cc\u666f<\/h1>\n<p>\u804a\u5929\u673a\u5668\u4eba\u6b63\u5728\u53d8\u6210\u6211\u4eec\u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\uff0c\u6539\u53d8\u4e86\u5982\u4eca\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u751a\u81f3\u6709\u4eba\u5f00\u73a9\u7b11\u8bf42023 Web \u5f00\u53d1\u8005\u505a\u7684 <code>HelloWorld<\/code> \u9879\u76ee\u4e0d\u518d\u662f <code>TodoList<\/code>\u4e86\u800c\u662f <code>AI<\/code> \u804a\u5929\u673a\u5668\u4eba\uff0c\u4f46\u662f\u5b83\u8fd8\u662f\u88ab\u8ba4\u4e3a\u5177\u6709\u5f88\u9ad8\u7684\u5f00\u53d1\u95e8\u69db\uff0c\u88ab\u8ba4\u4e3a\u53ea\u6709\u5f00\u53d1\u8005\u624d\u80fd\u6784\u5efa\u51fa\u5e94\u7528\u3002\u4f46\u672c\u6587\u5c06\u6559\u4f60\u5982\u4f55\u65e0\u9700\u7f16\u5199\u4efb\u4f55\u4ee3\u7801\u521b\u5efa\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u5728\u51e0\u5206\u949f\u5185\u8bad\u7ec3\u4efb\u4f55\u7f51\u7ad9\u6570\u636e\uff0c\u63d0\u4f9b\u7684\u601d\u8def\u548c\u65b9\u6cd5\u4e5f\u9002\u7528\u4e8e\u5904\u7406\u5176\u4ed6\u6570\u636e\u548c\u5176\u4ed6\u573a\u666f\u3002<\/p>\n<h1 data-id=\"heading-1\">LangChain\u4ecb\u7ecd<\/h1>\n<p>\u968f\u7740<code>OpenAI<\/code>\u7684\u53d1\u5e03\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b (<code>Large Language Model<\/code>\u5373<code>LLM<\/code>) \u6b63\u5728\u6210\u4e3a\u4e00\u79cd\u53d8\u9769\u6027\u6280\u672f\u800c\u5e2d\u5377\u4e86\u4e16\u754c\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u6784\u5efa\u4ed6\u4eec\u4ee5\u524d\u65e0\u6cd5\u6784\u5efa\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u4f46\u662f\u5355\u72ec\u4f7f\u7528\u8fd9\u4e9b <code>LLM<\/code> \u5f80\u5f80\u4e0d\u8db3\u4ee5\u521b\u5efa\u4e00\u4e2a\u771f\u6b63\u5f3a\u5927\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u4f46\u662f\u5f53\u53ef\u4ee5\u5c06\u5b83\u4eec\u4e0e\u5176\u4ed6\u8ba1\u7b97\u6216\u77e5\u8bc6\u6765\u6e90\u76f8\u7ed3\u5408\u65f6\uff0c\u5c31\u6709\u771f\u7684\u4ef7\u503c\u4e86\u3002<code>LangChain<\/code>\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5145\u5206\u5229\u7528 <code>LLM<\/code> \u7684\u5168\u90e8\u6f5c\u529b\uff0c\u7528\u4e8e\u5e7f\u6cdb\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<code>LangChain<\/code> \u56f4\u7ed5\u5c06\u4e0d\u540c\u7ec4\u4ef6\u201c\u94fe\u63a5\u201d\u5728\u4e00\u8d77\u7684\u6838\u5fc3\u6982\u5ff5\u6784\u5efa\uff0c\u7b80\u5316\u4e86\u4e0e <code>GPT-3\u3001GPT-4<\/code> \u7b49 <code>LLM<\/code> \u5408\u4f5c\u7684\u8fc7\u7a0b\uff0c\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u804a\u5929\u673a\u5668\u4eba\u3001\u751f\u6210\u5f0f\u95ee\u7b54\u3001\u6587\u672c\u6458\u8981\u7b49\u529f\u80fd\u3002<\/p>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fintegrations.langchain.com%2F\" target=\"_blank\" title=\"https:\/\/integrations.langchain.com\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u5728\u8fd9\u91cc<\/a>\u4f60\u53ef\u4ee5\u770b\u5230\u76ee\u524d<code>LangChain<\/code>\u5df2\u7ecf\u96c6\u6210\u7684\u6a21\u5757<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/c424d0e1b6d9df861e6ef5c58e3ab45b.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u9ad8\u5174\u7684\u662f\uff0c<code>LangChain<\/code>\u4e0d\u4ec5\u6709<code>python<\/code>\u7248\u672c\uff0c\u8fd8\u63d0\u4f9b\u4e86<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fjs.langchain.com%2Fdocs%2F\" target=\"_blank\" title=\"https:\/\/js.langchain.com\/docs\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">JS\/TS\u7248\u672c<\/a>\u3002<\/p>\n<h1 data-id=\"heading-2\"><code>Flowise<\/code>\u4ecb\u7ecd<\/h1>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fflowiseai.com%2F\" target=\"_blank\" title=\"https:\/\/flowiseai.com\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Flowise<\/a>\u662f\u57fa\u4e8e\ud83e\udd9c\ufe0f\ud83d\udd17 <code>LangChainJS<\/code>\u6784\u5efa\u7684\u53ef\u514d\u8d39\u4f9b\u5546\u4e1a\u548c\u4e2a\u4eba\u4f7f\u7528\u7684\u514d\u8d39\u5f00\u6e90\u9879\u76ee\uff0c\u5b83\u6709\u7740\u4e00\u4e2a\u975e\u5e38\u6613\u7528\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\uff0c\u65e8\u5728\u8ba9\u4eba\u4eec\u8f7b\u677e\u5730\u53ef\u89c6\u5316\u548c\u6784\u5efa<code>LLM<\/code>\u5e94\u7528\u7a0b\u5e8f\uff0c\u4e5f\u5c31\u662f<code>nocode<\/code>\u5f00\u53d1<code>LLM<\/code>\u5e94\u7528\u3002\u7c7b\u4f3c\u7684\u5de5\u5177\u6bd4\u8fd9\u4e2a\u8fd8\u65e9\u7684\u6709<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Flogspace-ai%2Flangflow\" target=\"_blank\" title=\"https:\/\/github.com\/logspace-ai\/langflow\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\"><code>langflow<\/code><\/a>\uff0c\u4f46\u662f\u56e0\u4e3a<code>Flowise<\/code>\u5b83\u6709\u7740\u597d\u770b\u7684<code>UI<\/code>\u754c\u9762\u4ee5\u53ca\u8fd9\u4e2a\u9879\u76ee\u5c31\u662f<code>js<\/code>\u5f00\u53d1\u7684\uff0c\u56e0\u6b64\u6211\u9009\u62e9<code>Flowise<\/code>\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u4e0b\u9762\u7684\u5e94\u7528\u7a0b\u5e8f\u5c55\u793a\u4e86\u4e00\u4e2a\u57fa\u672c\u7684\u7ffb\u8bd1\u673a\u5668\u4eba\uff0c\u540c\u65f6\u4e5f\u6f14\u793a\u4e86\u5982\u4f55\u683c\u5f0f\u5316\u63d0\u793a\u503c\uff0c\u800c\u5b9e\u73b0\u4e0b\u9762\u8fd9\u4e2a\u4f60\u53ea\u9700\u8981\u7b80\u5355\u62d6\u62fd\u5c31\u53ef\u4ee5\u5b8c\u6210\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/c60beffae2b4cddd10dbb7190233a875.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u800c\u672c\u6587\u8981\u6784\u5efa\u7f51\u7ad9\u804a\u5929\u673a\u5668\u4eba\uff0c\u672c\u8d28\u4e0a\u548c\u5f88\u5e38\u89c1\u7684\u4e0e\u5df2\u6709pdf\u6216\u8005doc\u6587\u6863\u5bf9\u8bdd\u539f\u7406\u662f\u4e00\u81f4\u7684\uff0c\u8fd9\u91cc\u5f15\u7528<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Ftowardsdatascience.com%2Fall-you-need-to-know-to-build-your-first-llm-app-eb982c78ffac\" target=\"_blank\" title=\"https:\/\/towardsdatascience.com\/all-you-need-to-know-to-build-your-first-llm-app-eb982c78ffac\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u4e00\u7bc7\u6587\u7ae0<\/a>\u7684\u793a\u4f8b\u56fe\u7247<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/0f4183cfd210b65345adb338f80ab211.png\" alt=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/format:webp\/1*njagJOgiT-VTJjQ18bugcw.png\" \/><\/figure>\n<\/p>\n<p>\u672c\u8d28\u4e0a\u539f\u7406\u5927\u81f4\u662f\uff1a<\/p>\n<ul>\n<li>\u5c06\u6e90\u6587\u4ef6\u5207\u6210\u591a\u4e2a\u6587\u672c\u7247\u6bb5\uff0c\u521b\u5efa**<code>Embeddings<\/code>** \u7136\u540e\u5b58\u5230\u5411\u91cf\u6570\u636e\u5e93<\/li>\n<li>\u5c06\u7528\u6237\u63d0\u95ee\u4e5f\u521b\u5efa**<code>Embeddings<\/code>** \uff0c\u5c06\u5b83\u548c\u4e0a\u4e00\u6b65\u521b\u5efa\u597d\u7684\u5411\u91cf\u5bf9\u6bd4\uff0c\u901a\u8fc7\u76f8\u8fd1\u641c\u7d22\u627e\u5230\u6700\u76f8\u5173\u7684\u6587\u672c\u7247\u6bb5\uff0c\u5b83\u7684\u7279\u70b9\u662f\u80fd\u53d1\u73b0\u6587\u672c\u76f8\u5173\u6027\uff0c\u6bd4\u5982\u6c7d\u8f66\u548c\u516c\u8def<\/li>\n<li>\u628a\u95ee\u9898\u548c\u5386\u53f2\u804a\u5929\u8fd8\u6709\u76f8\u5173\u7247\u6bb5\u4e00\u8d77\u53d1\u9001\u7ed9<code>**LLM**<\/code>\u5b83\u4fbf\u80fd\u4ece\u4e2d\u603b\u7ed3\u51fa\u56de\u7b54<\/li>\n<\/ul>\n<h1 data-id=\"heading-3\">\u81ea\u90e8\u7f72<\/h1>\n<p>\u4f7f\u7528<code>Flowise<\/code>\u5f88\u7b80\u5355\uff0c\u6ce8\u610f\uff1a<code>node<\/code>\u8981\u6c42\u662f\u6700\u65b0\u7248<code>18<\/code><\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">jsx<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-jsx code-block-extension-codeShowNum\" lang=\"jsx\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">npm install -g flowise<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">npx flowise start<\/span>\n<\/code><\/pre>\n<p>\u6267\u884c\u4e0a\u9762\u547d\u4ee4\u540e\uff0c\u6253\u5f00&nbsp;<a href=\"https:\/\/link.juejin.cn?target=http%3A%2F%2Flocalhost%3A3000%2F\" target=\"_blank\" title=\"http:\/\/localhost:3000\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">http:\/\/localhost:3000<\/a> \u5c31\u53ef\u4ee5\u4f7f\u7528\u4e86\uff0c\u4f46\u662f\u5982\u679c\u662f\u751f\u4ea7\u73af\u5883\u4f7f\u7528\uff0c\u5c31\u9700\u8981\u81ea\u5df1\u90e8\u7f72\u4e00\u4efd\u4e86\uff0c<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fdocs.flowiseai.com%2F\" target=\"_blank\" title=\"https:\/\/docs.flowiseai.com\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u5b98\u65b9\u6587\u6863<\/a>\u63d0\u4f9b\u4e86\u591a\u79cd\u90e8\u7f72\u65b9\u5f0f\uff0c\u5305\u62ec<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fdocs.flowiseai.com%2Fdeployment%2Frender\" target=\"_blank\" title=\"https:\/\/docs.flowiseai.com\/deployment\/render\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Render<\/a>\u3001<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fdocs.flowiseai.com%2Fdeployment%2Frailway\" target=\"_blank\" title=\"https:\/\/docs.flowiseai.com\/deployment\/railway\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Railway<\/a>\u3001<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fdocs.flowiseai.com%2Fdeployment%2Freplit\" target=\"_blank\" title=\"https:\/\/docs.flowiseai.com\/deployment\/replit\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Replit<\/a>\u7b49\u4e91\u670d\u52a1\u5546\u5404\u81ea\u90e8\u7f72\u65b9\u5f0f\uff0c\u5bf9\u4e8e\u65e0\u670d\u52a1\u5668\u53ef\u4ee5\u5c1d\u8bd5\u4e0b\u3002<\/p>\n<blockquote>\n<p>\u5982\u679c\u662f\u4f7f\u7528\u4e91\u670d\u52a1\u5546\u90e8\u7f72\uff0c\u56e0\u4e3a\u9879\u76ee\u4f7f\u7528\u4e86<code>SQLite<\/code>\uff0c\u6240\u4ee5\u9700\u8981\u67e5\u9605\u5176\u6587\u6863\u4e86\u89e3\u6301\u4e45\u5316\u6570\u636e\u7684\u65b9\u5f0f\uff0c\u907f\u514d\u670d\u52a1\u5728\u91cd\u542f\u65f6\u6570\u636e\u90e8\u5206\u6570\u636e\u4e22\u5931\uff0c\u540c\u65f6\u5411\u91cf\u6570\u636e\u5e93\u4e5f\u63a8\u8350\u4e5f\u4f7f\u7528\u4e91\u670d\u52a1\u5546\u7684\u6bd4\u5982[<code>Supabase pgvecto](https:\/\/supabase.com\/docs\/guides\/database\/extensions\/pgvector)r<\/code>\u6216\u8005[<code>pinecone](https:\/\/www.pinecone.io\/)<\/code><\/p>\n<\/blockquote>\n<p>\u56e0\u4e3a\u6211\u6709\u817e\u8baf\u4e91\u670d\u52a1\u5668\uff0c\u5e76\u4e14\u4e0a\u9762\u63d0\u5230\u7684<code>suapabase<\/code>\u4e0e<code>pinecone<\/code>\u4f1a\u5728\u4f60\u4e00\u5468\u6ca1\u6709\u4f7f\u7528\u6216\u8005\u8bf4\u662f\u6ca1\u6709\u8bf7\u6c42\u8c03\u7528\u65f6\uff0c\u4f1a\u5173\u95ed\u6216\u8005\u6216\u5220\u9664\u4f60\u6570\u636e\u5e93\uff0c\u6240\u4ee5\u8fd9\u91cc\u6211\u76f4\u63a5\u4f7f\u7528docker\u81ea\u5df1\u90e8\u7f72\uff0c\u9996\u5148<code>clone<\/code>\u4ee3\u7801<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">git <span class=\"hljs-built_in\">clone<\/span> https:\/\/github.com\/FlowiseAI\/Flowise.git<\/span>\n<\/code><\/pre>\n<p>\u8fdb\u5165<code>docker<\/code>\u76ee\u5f55\uff0c\u521b\u5efa<code>.env<\/code>\u6587\u4ef6\uff0c\u5e76\u586b\u5165\u4e0b\u9762\u73af\u5883\u53d8\u91cf\uff0c\u5176\u4e2d<code>port<\/code>\u662f\u670d\u52a1\u66b4\u9732\u7aef\u53e3\uff0c\u7528\u6237\u540d\u548c\u5bc6\u7801\u662f\u4e3a\u7f51\u9875\u8bbf\u95ee\u6dfb\u52a0\u8ba4\u8bc1<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">PORT=3000<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">FLOWISE_USERNAME=admin<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">FLOWISE_PASSWORD=\u4f60\u7684\u5bc6\u7801<\/span>\n<\/code><\/pre>\n<p>\u7136\u540e\u5728\u8fd9\u4e2a<code>docker<\/code>\u76ee\u5f55\u6267\u884c\u4e0b\u9762\u547d\u4ee4\u542f\u52a8\uff0c\u6211\u7684\u662f<code>docker<\/code>\u6700\u65b0\u7248\uff0c\u56e0\u6b64\u548c\u6587\u6863\u6709\u70b9\u5c0f\u533a\u522b<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">docker compose up -d<\/span>\n<\/code><\/pre>\n<p>\u542f\u52a8\u540e\u5c31\u53ef\u4ee5\u901a\u8fc7<code>ip:3000<\/code>\u8bbf\u95ee\u4e86\uff0c\u53c2\u8003\u6211\u4e4b\u524d\u7684\u6587\u7ae0\uff0c\u901a\u8fc7<code>Nginx Proxy Manage<\/code>\u5de5\u5177\uff0c\u53ef\u4ee5\u8f7b\u677e\u4e3a\u8be5\u670d\u52a1\u5206\u914d\u4e00\u4e2a\u53ef\u8bbf\u95ee\u57df\u540d\uff0c\u8fd9\u91cc\u6211\u8bbe\u7f6e\u597d\u540e\uff0c\u5c31\u53ef\u4ee5\u901a\u8fc7\u57df\u540d <a href=\"https:\/\/link.juejin.cn?target=http%3A%2F%2Fflowise.codefe.top%2F\" target=\"_blank\" title=\"http:\/\/flowise.codefe.top\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">flowise.codefe.top\/<\/a> \u6765\u8bbf\u95ee\u4e86\u3002<\/p>\n<h1 data-id=\"heading-4\">\u6d41\u7a0b\u56fe<\/h1>\n<p>\u5de6\u4fa7\u9009\u62e9<code>Chatflows<\/code>\uff0c\u70b9\u51fb\u65b0\u589e\u6d41\u7a0b\uff0c\u5728\u753b\u5e03\u5de6\u4fa7\u6dfb\u52a0\u8282\u70b9\u3002\u6d41\u7a0b\u9700\u89816\u4e2a\u8282\u70b9\uff0c\u5206\u522b\u627e\u5230\u6bcf\u4e00\u4e2a\u5e76\u62d6\u653e\u5230\u753b\u5e03\u4e0a\uff0c\u8bf7\u53c2\u9605\u4e0b\u9762\u7684\u5b8c\u6574\u753b\u5e03\uff0c\u4ed6\u4eec\u7684\u4f5c\u7528\u5206\u522b\u662f\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/3d1d0d767100640ea642aa3eb7a51c5c.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<ul>\n<li><strong><code>RecursiveCharacterTextSplitter<\/code><\/strong>\uff1a\u6587\u672c\u62c6\u5206\uff0c\u7528\u4e8e\u5c06\u6211\u4eec\u6536\u96c6\u7684\u6587\u672c\u6570\u636e\u5206\u89e3\u4e3a\u5c0f\u5757\uff0c\u8fd9\u4e9b\u5c0f\u5757\u7a0d\u540e\u5c06\u63d0\u4f9b\u7ed9\u6211\u4eec\u7684\u804a\u5929\u673a\u5668\u4eba\u4ee5\u5e2e\u52a9\u5176\u6b63\u786e\u56de\u7b54\u95ee\u9898<\/li>\n<li><strong><code>Cheerio Web Scrapper<\/code><\/strong>\uff1a\u6b64\u8282\u70b9\u7528\u4e8e\u8bfb\u53d6\u6240\u9009\u7f51\u7ad9\u4e2d\u7684\u6240\u6709\u6587\u672c\u3002\u586b\u5199\u60a8\u8981\u7528\u4f5c\u8bad\u7ec3\u6570\u636e\u7684 <code>URL<\/code>\u3002\u5728\u672c\u6559\u7a0b\u4e2d\uff0c\u6211\u5c06\u4f7f\u7528\u6211\u7684\u535a\u5ba2\u5730\u5740<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fblog.codefe.top%2F\" target=\"_blank\" title=\"https:\/\/blog.codefe.top\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\"><code>https:\/\/blog.codefe.top\/<\/code><\/a> \uff0c\u5982\u679c\u60a8\u60f3\u9605\u8bfb\u6240\u6709\u9875\u9762\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e3b\u9875\u9762\uff0c\u8bf7\u5355\u51fb\u9644\u52a0\u53c2\u6570\uff0c\u7136\u540e\u9009\u62e9\u201c\u76f8\u5173\u94fe\u63a5\u7684\u7f51\u9875\u5185\u5bb9\u201d\uff0c\u5c06\u94fe\u63a5\u9650\u5236\u66f4\u6539\u4e3a\u5141\u8bb8\u7684\u6700\u5927\u9875\u9762\u6570\u3002\u56e0\u4e3a<code>OpenAI API<\/code>\u6309\u4f7f\u7528\u7684\u6570\u636e\u91cf\u4ed8\u8d39\u3002<\/li>\n<li><strong><code>OpenAI Embeddings<\/code>\uff1a<\/strong><code>Embeddings<\/code>\u662f\u4e00\u79cd\u5c06\u5355\u8bcd\u6216\u53e5\u5b50\u8f6c\u6362\u4e3a\u6570\u5b66\u8868\u793a\u7684\u65b9\u6cd5\uff0cAI\u5de5\u5177\u53ef\u4ee5\u901a\u8fc7\u5b83\u8fdb\u884c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u7684\u641c\u7d22\u548c\u4f7f\u7528\u3002<\/li>\n<li><code>Faiss Upsert Document<\/code>: Faiss\u662ffacebook\u5f00\u6e90\u7684\u5411\u91cf\u6570\u636e\u5e93\uff0c\u8fd9\u91cc\u662f\u5c06\u4e0a\u9762<code>Embeddings<\/code>\u540e\u7684\u5411\u91cf\u6570\u636e\u5b58\u50a8\uff0c\u540e\u7eed\u4f1a\u6839\u636e\u63d0\u95ee\u5185\u5bb9\u4ece\u4e2d\u6700\u8fd1\u90bb\u641c\u7d22\u5230\u6700\u5339\u914d\u7684\u5185\u5bb9<\/li>\n<li><strong><code>ChatOpenAI<\/code><\/strong>\uff1a <code>ChatGPT<\/code> \u8bed\u8a00\u6a21\u578b\uff0c\u76f8\u4f3c\u7684\u8fd8\u6709<code>Azure<\/code>\u5bf9\u8bdd\u6a21\u578b\u3002<\/li>\n<li><strong><code>Conversational Retriever QA Chain<\/code><\/strong>\uff1a\u8fd9\u4e2a\u53ef\u4ee5\u57fa\u4e8e\u5df2\u6709\u5185\u5bb9\u548c\u5386\u53f2\u804a\u5929\u8bb0\u5f55\u8fdb\u884c\u5bf9\u8bdd<\/li>\n<\/ul>\n<p>\u5c06\u4e0a\u9762\u6a21\u5757\u6839\u636e\u5404\u81ea\u7684\u8f93\u5165\u8f93\u51fa\u5173\u7cfb\u901a\u8fc7\u8fde\u63a5\u7ebf\u94fe\u63a5\u8d77\u6765\uff0c\u5176\u4e2d<code>OpenAI Embeddings<\/code>\u548c<code>OpenAI<\/code>\u5bf9\u8bdd\u6a21\u578b\u90fd\u4f9d\u8d56<code>OpenAI API<\/code> \u5bc6\u94a5\uff0c\u9700\u8981\u6b63\u786e\u586b\u5199\uff0c\u53f3\u4e0a\u89d2\u4fdd\u5b58\u5e76\u4e3a\u6b64\u6d41\u7a0b\u9009\u62e9\u4e00\u4e2a\u540d\u79f0\u3002<\/p>\n<blockquote>\n<p>\ud83d\udca1&nbsp;\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c<code>Flowise<\/code>\u96c6\u6210\u597d\u4e86<code>LangChain<\/code>\u5f88\u591a<code>loader<\/code>\uff0c\u6bd4\u5982<code>confluence<\/code>\u3001<code>pdf<\/code>\u3001<code>docx<\/code>\u3001<code>folder with files<\/code>\u3001<code>github<\/code>\u3001<code>figma<\/code>\u3001<code>json<\/code>\u7b49\u591a\u79cd\u6570\u636e\u683c\u5f0f\u548c\u6570\u636e\u6e90\u5904\u7406\uff0c\u57fa\u672c\u53ef\u4ee5\u6ee1\u8db3\u5404\u79cd\u573a\u666f\u4e86\u3002<\/p>\n<\/blockquote>\n<h1 data-id=\"heading-5\">\u8c03\u8bd5<\/h1>\n<h2 data-id=\"heading-6\">\u8d85\u65f6<\/h2>\n<p>\u6d4b\u8bd5\u8fd0\u884c\u65f6\uff0c\u7b2c\u4e00\u4e2a\u62a5\u9519\u5c31\u662f504\u8d85\u65f6<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/aacee167a180ccf78c75e36e76b72aa5.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u539f\u56e0\u662f\u6211\u7684\u673a\u5668\u5728\u5e7f\u5dde\uff0c\u6240\u4ee5\u76f4\u63a5\u8bbf\u95ee<code>Openai Api<\/code>\u662f\u8bbf\u95ee\u4e0d\u901a\u7684\uff0c\u56e0\u6b64\u8fd9\u91cc\u9700\u8981\u8bbe\u7f6e\u4e00\u4e2a\u4ee3\u7406\u5730\u5740\uff0c\u642d\u5efa\u4ee3\u7406\u8bbf\u95ee\u65b9\u5f0f\u5f88\u591a\uff0c\u8fd9\u91cc\u4e0d\u5728\u8d58\u8ff0\uff0c\u6211\u4e4b\u524d\u662f\u901a\u8fc7<code>Cloudflare Worker<\/code>\u6765\u4ee3\u7406\u7684\uff0c\u6bd4\u5982\u6211\u7684\u4ee3\u7406\u5730\u5740\u662f<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwfyapi.ink%2Fv1\" target=\"_blank\" title=\"https:\/\/wfyapi.ink\/v1\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">wfyapi.ink\/v1<\/a> \uff0c\u5c06\u8fd9\u4e2a\u5730\u5740\u586b\u5199\u5230<code>OpenAI Embeddings<\/code>\u548c<code>ChatOpenAI<\/code>\u8fd9\u4e24\u5904\u7528\u5230<code>api<\/code>\u7684\u8282\u70b9\uff0c\u70b9\u51fb\u8282\u70b9\u7684<code>Additional Parameters<\/code>\u5e76\u586b\u5165<code>BasePath<\/code>\u8f93\u5165\u6846\uff0c\u5982\u4e0b\u56fe\u6240\u793a\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/ce26cb3174439760bd3e1a60bbc840c1.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u8bbe\u7f6e\u597d\u540e\u4fdd\u5b58\u91cd\u8bd5\uff0c\u4f46\u662f\u5e76\u4e0d\u80fd\u5f88\u597d\u5730\u68c0\u7d22\u5230\u5185\u5bb9\u56de\u7b54\uff0c\u5982\u4e0b\u56fe\uff0c\u67e5\u770b\u5176\u5339\u914d\u5230\u7684\u539f\u5185\u5bb9\uff0c\u53ef\u4ee5\u770b\u5230\uff0c\u5206\u5272\u540e\u7684\u5185\u5bb9\u6709\u5927\u91cf\u7684\u65e0\u5173\u4fe1\u606f\u6216\u8005\u8bf4\u662f\u672a\u7ecf\u6e05\u7406\u7684\u810f\u6570\u636e\uff0c\u8fd9\u4e2a\u539f\u56e0\u662f\u662f\u8fd9\u4e9b\u6587\u672c\u662f\u901a\u8fc7<code>Notion Api<\/code>\u8fd4\u56de\u7684\uff0c\u539f<code>Notion<\/code>\u6587\u672c\u88ab\u8f6c\u6362\u6210\u4e86\u7279\u5b9a\u7684\u7ed3\u6784\uff0c\u5e76\u4e14\u4e3a\u4e86\u6807\u8bc6\u6bcf\u4e2a\u5757\u662f\u52a0\u7c97\u8fd8\u662f\u659c\u4f53\u683c\u5f0f\uff0c\u4e5f\u52a0\u4e86\u5927\u91cf\u7684\u5b57\u6bb5\uff0c\u8fd9\u6837\u5c31\u5bfc\u81f4\u4e86\u4e0b\u56fe\u4e2d\u7684\u6587\u672c\u591a\u6b21\u5206\u5272\u3001\u5185\u5bb9\u4e0d\u8fde\u8d2f\u7684\u95ee\u9898\uff0c\u56e0\u6b64\u65e0\u6cd5\u603b\u7ed3\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/f6922f69e951f130ed7b55b5872d366f.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u77e5\u9053\u95ee\u9898\u6240\u5728\uff0c\u540c\u65f6\u6587\u6863\u5728<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fjs.langchain.com%2Fdocs%2Fmodules%2Findexes%2Fdocument_loaders%2Fexamples%2Fweb_loaders%2F\" target=\"_blank\" title=\"https:\/\/js.langchain.com\/docs\/modules\/indexes\/document_loaders\/examples\/web_loaders\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\"><code>Web Loader<\/code><\/a>\u7ae0\u8282\u4e2d\u6709\u4e00\u4e2a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fjs.langchain.com%2Fdocs%2Fmodules%2Findexes%2Fdocument_loaders%2Fexamples%2Fweb_loaders%2Fnotionapi\" target=\"_blank\" title=\"https:\/\/js.langchain.com\/docs\/modules\/indexes\/document_loaders\/examples\/web_loaders\/notionapi\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Notion Database Loader<\/a>\u53ef\u7528\u4e8e\u4ece<code>Notion<\/code>\u9875\u9762\u548c\u6570\u636e\u5e93\u52a0\u8f7d\u6587\u6863\uff0c\u540c\u65f6\u535a\u5ba2\u5185\u5bb9\u7684\u6570\u636e\u6e90\u4e5f\u662f\u6765\u81ea<code>Notion<\/code>\u6570\u636e\u5e93\uff0c\u56e0\u6b64\u8fd9\u91cc\u4f7f\u7528<code>Notion Database Loader<\/code>\u66f4\u5408\u9002\u3002<\/p>\n<h2 data-id=\"heading-7\">Notion Database Loader<\/h2>\n<p>\u5728\u753b\u5e03\u4e2d\u62d6\u5165<code>Notion Database Loader<\/code>\u66ff\u6362\u6389<code>Cheerio Web Scrapper<\/code> \u6309\u7167\u6307\u5f15\u5982\u4e0b\u8bbe\u7f6e\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u83b7\u53d6Notion Database Id<\/strong><\/p>\n<p>\u6211\u7684Notion\u9875\u9762\u5730\u5740\u4e3a <a href=\"https:\/\/link.juejin.cn?target=%25E6%2583%25B3%25E5%25BF%25B5%25E7%2586%258A%25E7%2588%25B1%25E7%25BC%2596%25E7%25A0%2581%25206e4c1aee7c57432baf035aee373fb317%2F%25E4%25B8%25AA%25E4%25BA%25BA%25E5%258D%259A%25E5%25AE%25A2%25203fdac18030394399ae73a019054ce28f.md\" target=\"_blank\" title=\"%E6%83%B3%E5%BF%B5%E7%86%8A%E7%88%B1%E7%BC%96%E7%A0%81%206e4c1aee7c57432baf035aee373fb317\/%E4%B8%AA%E4%BA%BA%E5%8D%9A%E5%AE%A2%203fdac18030394399ae73a019054ce28f.md\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">wangfengyuan.notion.site\/3fdac180303\u2026<\/a> \u90a3\u4e48 3fdac18030394399ae73a019054ce28f \u5c31\u662f\u8fd9\u4e2adatabase id<\/p>\n<\/li>\n<li>\n<p><strong>\u83b7\u53d6Notion Integration Token<\/strong> \u53c2\u8003<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fdevelopers.notion.com%2Fdocs%2Fcreate-a-notion-integration%23step-1-create-an-integration\" target=\"_blank\" title=\"https:\/\/developers.notion.com\/docs\/create-a-notion-integration#step-1-create-an-integration\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Notion\u6587\u6863<\/a>\u751f\u6210\u4e00\u4e2a<\/p>\n<\/li>\n<li>\n<p><strong>\u5173\u8054Token<\/strong><\/p>\n<p>\u7136\u540e\u5728\u7b2c\u4e00\u6b65\u9875\u9762\u8bbe\u7f6e\u4e2d\uff0c\u70b9\u51fbConnections\u7ed1\u5b9a\u7b2c\u4e8c\u6b65\u7533\u8bf7\u7684token<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/a89e31683e8db96286869ce049e72a9b.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<\/li>\n<\/ol>\n<p>\u5f53\u6211\u4eec\u63d0\u95ee\uff1a prisma\u6709\u54ea\u4e9b\u4f18\u52bf\u65f6\uff0c\u53ef\u4ee5\u770b\u5230\u8fd9\u65f6\u5019\u603b\u7ed3\u56de\u7b54\u7684\u8fd8\u662f\u633a\u597d\u7684\uff0c\u67e5\u770b\u5339\u914d\u5230\u5230\u6e90\u6587\u4ef6\u4e5f\u662f\u5168\u90e8\u662f\u8fde\u8d2f\u5e72\u51c0\u7684\u6587\u672c\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/606372c2c40d6acebc7ac5f4afd19a2b.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<h1 data-id=\"heading-8\">\u96c6\u6210\u5230\u7f51\u9875<\/h1>\n<p>\u70b9\u51fb\u53f3\u4e0a\u89d2\u4ee3\u7801\u56fe\u6807\uff0c\u53ef\u4ee5\u770b\u5230\u5b83\u63d0\u4f9b\u4e86\u76f4\u63a5\u5d4c\u5165\u4f60\u7f51\u7ad9\u7684\u65b9\u6cd5\uff0c\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u4e0b\u65b9<code>Chat Config<\/code>\u8986\u76d6\u9ed8\u8ba4\u53c2\u6570\u6765\u5b9a\u5236\u90e8\u5206\u5c55\u793a\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/b8f709c300d562d917be0128bec50466.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u540c\u65f6\u4e5f\u63d0\u4f9b\u4e86API\u7684\u8c03\u7528\u65b9\u5f0f\uff0c\u90a3\u4e48\u4f60\u53ef\u4ee5\u7ed3\u5408\u81ea\u5df1\u573a\u666f\uff0c\u8d4b\u4e88\u4e86\u66f4\u9ad8\u7684\u81ea\u7531\u5ea6\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/35db1e61a9b8e5797d81f3fa08824126.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u4f46\u662f\u4ece\u5b83\u7684<code>github<\/code>\u4e0a\u53ef\u4ee5\u627e\u5230\u5176\u5b9e\u6709\u4e00\u4e2a\u5bf9\u5e94\u7684<code>[React<\/code>\u7248\u672c\u7684<code>npm<\/code>\u5305](<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2FFlowiseAI%2FFlowiseEmbedReact)%25E7%259A%2584\" target=\"_blank\" title=\"https:\/\/github.com\/FlowiseAI\/FlowiseEmbedReact)%E7%9A%84\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">github.com\/FlowiseAI\/F\u2026<\/a><\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">pnpm install flowise-embed flowise-embed-react<\/span>\n<\/code><\/pre>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">import { BubbleChat } from <span class=\"hljs-string\">\"flowise-embed-react\"<\/span>;<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">&lt;BubbleChat<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">  chatflowid=<span class=\"hljs-string\">\"eddfac63-bcc5-4c3b-ab68-e1eaa2f8c5e2\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">  apiHost=<span class=\"hljs-string\">\"https:\/\/flowise.codefe.top\"<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">\/&gt;<\/span>\n<\/code><\/pre>\n<p>\u7136\u540e\u5c31\u6210\u529f\u7684\u96c6\u6210\u5230\u4e86\u535a\u5ba2\u7f51\u9875\uff0c\u4f46\u662f\u5f53\u518d\u6b21\u63d0\u95ee\u65f6\uff0c\u5982\u4e0b\u56fe<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/abafd6e6c992a0d4b1f936d60272941d.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u540c\u6837\u7684\u95ee\u9898\uff0c\u4e4b\u524d\u56de\u7b54\u4e00\u76f4\u662f\u7528\u7684\u6587\u7ae0\u7684\u4e2d\u6587\uff0c\u4f46\u662f\u96c6\u6210\u540e\u56de\u7b54\u88ab\u8f6c\u6362\u6210\u4e86\u82f1\u6587\u7684\uff0c\u4e5f\u4e0d\u77e5\u9053\u662f\u4e3a\u5565\uff0c\u7136\u540e\u8fd9\u91cc\u6211\u7684\u529e\u6cd5\u662f\uff0c\u5728\u9884\u7f6e\u7684prompt\u540e\u9762\u52a0\u4e00\u53e5\u8ba9\u5176\u7528\u4e2d\u6587\u56de\u7b54\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/3ee91b07967ff8757d7b51678543b8af.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u4fee\u6539\u540e\u5c31\u8fbe\u5230\u4e86\u4e0e\u4e4b\u524d\u753b\u5e03\u6d4b\u8bd5\u5dee\u4e0d\u591a\u4e00\u81f4\u7684\u6548\u679c\uff0c\u4f60\u53ef\u4ee5\u5728\u8fd9<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fblog.codefe.top%2F\" target=\"_blank\" title=\"https:\/\/blog.codefe.top\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u4f53\u9a8c<\/a>\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/511038ddbb1718f88cffb29546ba79c2.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<h1 data-id=\"heading-9\">\u8bad\u7ec3\u548c\u4f7f\u7528\u72ec\u7acb<\/h1>\n<p>\u6700\u597d\u7684\u751f\u4ea7\u5b9e\u8df5\u662f\u4f7f\u7528\u4e24\u4e2a\u6d41\u7a0b\u3002\u4e00\u4e2a\u7528\u4e8e\u8bad\u7ec3\u673a\u5668\u4eba\uff0c\u53e6\u4e00\u4e2a\u7528\u4e8e\u4f7f\u7528\u673a\u5668\u4eba\uff0c\u8fd9\u6837\u5c31\u53ef\u4ee5\u591a\u6b21\u8fd0\u884c\u8bad\u7ec3\u90e8\u5206\u3002\u4e0a\u9762\u7684\u6d41\u7a0b\uff0c\u4f7f\u7528\u7684\u662f<code>Faiss Upsert Document<\/code> \uff0c\u662f\u5c06\u5411\u91cf\u63d2\u5165\u5411\u91cf\u6570\u636e\u5e93\uff0c\u6240\u4ee5\u8fd9\u5176\u5b9e\u662f\u7528\u6765\u8bad\u7ec3\u6570\u636e\u7684\uff0c\u8fd9\u4e00\u6b65\u65e0\u9700\u6bcf\u6b21\u90fd\u6267\u884c\uff0c\u8fd9\u6837\u4e5f\u8017\u8d39<code>tokens<\/code>\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u518d\u65b0\u5efa\u4e00\u4e2a<code>chatflow<\/code>\u5e76\u5c06<code>Faiss Upsert Document<\/code>\u66ff\u6362\u4e3a<code>Faiss Load Existing Index<\/code>\u8282\u70b9\uff0c\u5e76\u586b\u5199\u8bbe\u7f6e\u4fe1\u606f\u3002\u5982\u4e0b\u56fe\uff0c\u5c31\u4ece\u5df2\u6709\u7684\u5411\u91cf\u6570\u636e\u5e93\u6267\u884c\u67e5\u8be2\u5c31\u884c\uff0c\u5728\u4f7f\u7528\u65f6\u5c31\u7528\u8fd9\u4e2a\u6d41\u7a0b\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/9be9afb85421ea2ab40120e6819bb2aa.png\" alt=\"Untitled\" \/><\/figure>\n<\/p>\n<p>\u6700\u540e\u5c06\u6587\u7ae0\u4e2d\u7684\u51e0\u79cd<code>FlowChat<\/code>\u6d41\u7a0b\u56fe\u5bf9\u5e94\u7684\u6587\u4ef6\u8d34\u4e00\u4e0b\u5730\u5740\uff0c\u9700\u8981\u7684\u53ef\u4ee5\u76f4\u63a5\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u5bfc\u5165\u4f7f\u7528<\/p>\n<ul>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fcos.codefe.top%2Fflowise-chatflow%2Fnotion-faiss-upset.json\" target=\"_blank\" title=\"https:\/\/cos.codefe.top\/flowise-chatflow\/notion-faiss-upset.json\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u7ed3\u5408<code>Notion Database Loader<\/code>\u548c<code>Faiss Upset Document<\/code> \u8bad\u7ec3\u6570\u636e<\/a><\/li>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fcos.codefe.top%2Fflowise-chatflow%2Fnotion-faiss-read.json\" target=\"_blank\" title=\"https:\/\/cos.codefe.top\/flowise-chatflow\/notion-faiss-read.json\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u4f7f\u7528<code>Faiss Load Existing Index<\/code> \u4f7f\u7528\u5df2\u6709\u6570\u636e<\/a><\/li>\n<\/ul>\n<h1 data-id=\"heading-10\">\u603b\u7ed3<\/h1>\n<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u65e0\u9700\u7f16\u5199\u4efb\u4f55\u4ee3\u7801\u4ec5\u9760\u62d6\u62fd\u4fbf\u53ef\u8f7b\u677e\u6784\u5efaAI\u5e94\u7528\u7684<code>Flowise<\/code>\u8fd9\u4e00\u5f3a\u5927\u5de5\u5177\u7684\u90e8\u7f72\u548c\u4f7f\u7528\u65b9\u5f0f\uff0c\u5e76\u4ee5\u81ea\u5df1\u535a\u5ba2\u7f51\u7ad9\u4e3a\u4f8b\uff0c\u6559\u5927\u5bb6\u5982\u4f55\u5728\u51e0\u5206\u949f\u5185\u8bad\u7ec3\u7f51\u7ad9\u6216\u8005\u6587\u6863\u6570\u636e\uff0c\u521b\u5efa\u81ea\u5df1\u7684\u7f51\u9875\u804a\u5929\u673a\u5668\u4eba\u3002<\/p>\n<h1 data-id=\"heading-11\">\u53c2\u8003<\/h1>\n<ul>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fmirror.xyz%2F0x90f2036E332dfAD451ba9E9C82366F4ba79173d8%2FKacd_FPecsMWTA5cvVXvNNzaiaYrtssHa-2sxxSIcIw\" target=\"_blank\" title=\"https:\/\/mirror.xyz\/0x90f2036E332dfAD451ba9E9C82366F4ba79173d8\/Kacd_FPecsMWTA5cvVXvNNzaiaYrtssHa-2sxxSIcIw\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Use ChatGPT to Chat &amp; Query with Your Own&nbsp;Files<\/a><\/li>\n<li><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.bilibili.com%2Fvideo%2FBV11a4y1c7SW%2F\" target=\"_blank\" title=\"https:\/\/www.bilibili.com\/video\/BV11a4y1c7SW\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\"><strong>\u5411\u91cf\u6570\u636e\u5e93\u6280\u672f\u9274\u8d4f<\/strong><\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u65e0\u9700\u7f16\u5199\u4efb\u4f55\u4ee3\u7801\u4ec5\u9760\u62d6\u62fd\u4fbf\u53ef\u8f7b\u677e\u6784\u5efaAI\u5e94\u7528\u7684Flowise\u8fd9\u4e00\u5f3a\u5927\u5de5\u5177\u7684\u90e8\u7f72\u548c\u4f7f\u7528\u65b9\u5f0f\uff0c\u5e76\u4ee5\u81ea\u5df1\u535a\u5ba2\u7f51\u7ad9\u4e3a\u4f8b\uff0c\u6559\u5927\u5bb6\u5982\u4f55\u5728\u51e0\u5206\u949f\u5185\u8bad\u7ec3\u7f51\u7ad9\u6216\u8005\u6587\u6863\u6570\u636e\uff0c\u521b\u5efa\u81ea\u5df1\u7684\u7f51\u9875\u804a\u5929\u673a\u5668\u4eba<\/p>\n","protected":false},"author":1,"featured_media":2634,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"\u65e0\u9700\u7f16\u7801\uff01\u51e0\u5206\u949f\u5185\u521b\u5efaAI\u804a\u5929\u673a\u5668\u4eba - \u5948\u65af\u79d1\u6280\u793e\u533a","rank_math_description":"\u8fd9\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528LangChain\u548cFlowise\u65e0\u9700\u7f16\u7801\u5373\u53ef\u6784\u5efaAI\u804a\u5929\u673a\u5668\u4eba\u3002\u5b83\u6db5\u76d6\u4e86\u90e8\u7f72Flowise\uff0c\u8fde\u63a5\u6570\u636e\u6e90\uff08\u5982Notion\u6570\u636e\u5e93\u6216\u7f51\u7ad9\uff09\uff0c\u4ee5\u53ca\u8bad\u7ec3\u548c\u4f7f\u7528\u673a\u5668\u4eba\u7684\u6b65\u9aa4\u3002","rank_math_focus_keyword":"LangChain, Flowise, \u804a\u5929\u673a\u5668\u4eba, \u5411\u91cf\u6570\u636e\u5e93, No-code AI","views":"7","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1228","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1228","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1228"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1228\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/2634"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1228"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1228"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1228"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1228"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}