{"id":33267,"date":"2025-07-23T12:24:55","date_gmt":"2025-07-23T04:24:55","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=33267"},"modified":"2025-07-23T12:24:55","modified_gmt":"2025-07-23T04:24:55","slug":"any-llm","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/any-llm\/","title":{"rendered":"Any-LLM\uff1a\u7edf\u4e00\u63a5\u53e3\u8c03\u7528\u591a\u79cd\u8bed\u8a00\u6a21\u578b\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>Any-LLM \u662f\u4e00\u4e2a\u7531 Mozilla AI \u56e2\u961f\u5f00\u53d1\u7684\u5f00\u6e90 Python \u5e93\uff0c\u65e8\u5728\u901a\u8fc7\u5355\u4e00\u63a5\u53e3\u8c03\u7528\u4e0d\u540c\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63d0\u4f9b\u5546\uff0c\u4f8b\u5982 OpenAI\u3001Mistral \u548c Anthropic\u3002\u5b83\u7b80\u5316\u4e86\u5f00\u53d1\u8005\u5728\u4e0d\u540c\u6a21\u578b\u95f4\u5207\u6362\u7684\u590d\u6742\u6027\uff0c\u65e0\u9700\u989d\u5916\u8bbe\u7f6e\u4ee3\u7406\u6216\u7f51\u5173\u670d\u52a1\u5668\u3002Any-LLM \u4f7f\u7528\u5b98\u65b9 SDK\uff0c\u786e\u4fdd\u517c\u5bb9\u6027\u548c\u7ef4\u62a4\u7684\u53ef\u9760\u6027\uff0c\u540c\u65f6\u4fdd\u6301\u6846\u67b6\u65e0\u5173\u6027\uff0c\u9002\u5408\u591a\u79cd\u9879\u76ee\u573a\u666f\u3002\u5f00\u53d1\u8005\u53ea\u9700\u914d\u7f6e API \u5bc6\u94a5\u6216\u6a21\u578b\u53c2\u6570\uff0c\u5373\u53ef\u5feb\u901f\u8c03\u7528\u4e0d\u540c\u6a21\u578b\uff0c\u751f\u6210\u6587\u672c\u6216\u8fdb\u884c\u5bf9\u8bdd\u3002\u9879\u76ee\u6d3b\u8dc3\u7ef4\u62a4\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e Mozilla \u7684\u4ea7\u54c1 any-agent\uff0c\u9002\u5408\u9700\u8981\u7075\u6d3b\u6d4b\u8bd5\u548c\u96c6\u6210\u8bed\u8a00\u6a21\u578b\u7684\u5f00\u53d1\u8005\u3002<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u7edf\u4e00\u63a5\u53e3\uff1a\u901a\u8fc7\u5355\u4e00 API \u8c03\u7528\u591a\u4e2a LLM \u63d0\u4f9b\u5546\uff0c\u652f\u6301 OpenAI\u3001Mistral\u3001Anthropic \u7b49\u3002<\/li>\n<li>\u5b98\u65b9 SDK \u652f\u6301\uff1a\u4f18\u5148\u4f7f\u7528\u63d0\u4f9b\u5546\u7684\u5b98\u65b9 SDK\uff0c\u51cf\u5c11\u7ef4\u62a4\u8d1f\u62c5\uff0c\u786e\u4fdd\u517c\u5bb9\u6027\u3002<\/li>\n<li>\u65e0\u4ee3\u7406\u4f9d\u8d56\uff1a\u65e0\u9700\u8bbe\u7f6e\u4ee3\u7406\u6216\u7f51\u5173\u670d\u52a1\u5668\uff0c\u76f4\u63a5\u4e0e LLM \u63d0\u4f9b\u5546\u901a\u4fe1\u3002<\/li>\n<li>\u6846\u67b6\u65e0\u5173\uff1a\u4e0e\u4efb\u4f55\u5f00\u53d1\u6846\u67b6\u517c\u5bb9\uff0c\u9002\u5408\u4e0d\u540c\u9879\u76ee\u9700\u6c42\u3002<\/li>\n<li>OpenAI \u683c\u5f0f\u517c\u5bb9\uff1a\u54cd\u5e94\u683c\u5f0f\u9075\u5faa OpenAI API \u6807\u51c6\uff0c\u4fbf\u4e8e\u96c6\u6210\u548c\u8fc1\u79fb\u3002<\/li>\n<li>\u7075\u6d3b\u914d\u7f6e\uff1a\u652f\u6301\u901a\u8fc7\u73af\u5883\u53d8\u91cf\u6216\u53c2\u6570\u76f4\u63a5\u8bbe\u7f6e API \u5bc6\u94a5\uff0c\u7b80\u5316\u64cd\u4f5c\u3002<\/li>\n<li>\u6a21\u578b\u5207\u6362\uff1a\u8f7b\u677e\u5207\u6362\u4e0d\u540c\u63d0\u4f9b\u5546\u7684\u6a21\u578b\uff0c\u9002\u5408\u6d4b\u8bd5\u548c\u6bd4\u8f83\u6a21\u578b\u6027\u80fd\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u8981\u4f7f\u7528 Any-LLM\uff0c\u9996\u5148\u9700\u8981\u5b89\u88c5 Python\uff08\u63a8\u8350\u7248\u672c 3.11 \u6216\u66f4\u9ad8\uff09\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u5b89\u88c5 Any-LLM \u5e93<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5 Any-LLM \u53ca\u5176\u4f9d\u8d56\uff1a<\/p>\n<pre><code>pip install any-llm\r\n<\/code><\/pre>\n<p>\u5982\u679c\u9700\u8981\u652f\u6301\u7279\u5b9a\u63d0\u4f9b\u5546\uff08\u5982 <a href=\"https:\/\/www.kdjingpai.com\/le-chat-mistral\/\">Mistral<\/a> \u6216 Anthropic\uff09\uff0c\u53ef\u4ee5\u5b89\u88c5\u5bf9\u5e94\u6a21\u5757\uff1a<\/p>\n<pre><code>pip install any-llm[mistral,<a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">anthropic<\/a>]\r\n<\/code><\/pre>\n<p>\u6216\u8005\u5b89\u88c5\u6240\u6709\u652f\u6301\u7684\u63d0\u4f9b\u5546\uff1a<\/p>\n<pre><code>pip install any-llm[all]\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u914d\u7f6e API \u5bc6\u94a5<\/strong><br \/>\nAny-LLM \u9700\u8981\u63d0\u4f9b\u5546\u7684 API \u5bc6\u94a5\u3002\u53ef\u4ee5\u9009\u62e9\u4ee5\u4e0b\u4e24\u79cd\u65b9\u5f0f\u914d\u7f6e\uff1a<\/p>\n<ul>\n<li><strong>\u73af\u5883\u53d8\u91cf<\/strong>\uff1a\u5c06\u5bc6\u94a5\u5b58\u50a8\u5728\u73af\u5883\u53d8\u91cf\u4e2d\uff0c\u4f8b\u5982\uff1a\n<pre><code>export MISTRAL_API_KEY='your_mistral_api_key'\r\nexport OPENAI_API_KEY='your_openai_api_key'\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4ee3\u7801\u4e2d\u8bbe\u7f6e<\/strong>\uff1a\u5728\u8c03\u7528\u65f6\u76f4\u63a5\u4f20\u9012\u00a0<code>api_key<\/code>\u00a0\u53c2\u6570\uff08\u4e0d\u63a8\u8350\uff0c\u5b89\u5168\u6027\u8f83\u4f4e\uff09\u3002<br \/>\n\u786e\u4fdd\u5bc6\u94a5\u6709\u6548\uff0c\u5426\u5219\u8c03\u7528\u4f1a\u5931\u8d25\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u662f\u5426\u6210\u529f\uff1a<\/p>\n<pre><code>python -c \"import any_llm; print(any_llm.__version__)\"\r\n<\/code><\/pre>\n<p>\u5982\u679c\u8f93\u51fa\u7248\u672c\u53f7\uff0c\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<p>Any-LLM \u7684\u6838\u5fc3\u529f\u80fd\u662f\u901a\u8fc7\u7edf\u4e00\u63a5\u53e3\u8c03\u7528\u4e0d\u540c LLM \u63d0\u4f9b\u5546\u7684\u6a21\u578b\uff0c\u751f\u6210\u6587\u672c\u6216\u8fdb\u884c\u5bf9\u8bdd\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u64cd\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<h4>1. \u57fa\u672c\u6587\u672c\u751f\u6210<\/h4>\n<p>Any-LLM \u63d0\u4f9b\u00a0<code>completion<\/code>\u00a0\u51fd\u6570\uff0c\u7528\u4e8e\u751f\u6210\u6587\u672c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u8c03\u7528 Mistral \u6a21\u578b\u7684\u793a\u4f8b\uff1a<\/p>\n<pre><code>from any_llm import completion\r\nimport os\r\n# \u786e\u4fdd\u5df2\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\r\nassert os.environ.get('MISTRAL_API_KEY')\r\n# \u8c03\u7528 Mistral \u6a21\u578b\r\nresponse = completion(\r\nmodel=\"mistral\/mistral-small-latest\",\r\nmessages=[{\"role\": \"user\", \"content\": \"\u4f60\u597d\uff01\u8bf7\u4ecb\u7ecd\u4e00\u4e0b Python \u7684\u4f18\u52bf\u3002\"}]\r\n)\r\nprint(response.choices[0].message.content)\r\n<\/code><\/pre>\n<ul>\n<li><strong>\u53c2\u6570\u8bf4\u660e<\/strong>\uff1a\n<ul>\n<li><code>model<\/code>\uff1a\u683c\u5f0f\u4e3a\u00a0<code>&lt;provider_id&gt;\/&lt;model_id&gt;<\/code>\uff0c\u5982\u00a0<code>mistral\/mistral-small-latest<\/code>\u3002<\/li>\n<li><code>messages<\/code>\uff1a\u5bf9\u8bdd\u5185\u5bb9\u5217\u8868\uff0c\u5305\u542b\u00a0<code>role<\/code>\uff08\u89d2\u8272\uff0c\u5982\u00a0<code>user<\/code>\u00a0\u6216\u00a0<code>assistant<\/code>\uff09\u548c\u00a0<code>content<\/code>\uff08\u6d88\u606f\u5185\u5bb9\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8f93\u51fa<\/strong>\uff1a\u6a21\u578b\u8fd4\u56de\u7684\u6587\u672c\u4f1a\u5b58\u50a8\u5728\u00a0<code>response.choices[0].message.content<\/code>\u00a0\u4e2d\u3002<\/li>\n<\/ul>\n<h4>2. \u5207\u6362\u6a21\u578b\u63d0\u4f9b\u5546<\/h4>\n<p>Any-LLM \u652f\u6301\u5728\u4ee3\u7801\u4e2d\u8f7b\u677e\u5207\u6362\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u5207\u6362\u5230 OpenAI \u7684\u6a21\u578b\uff1a<\/p>\n<pre><code>response = completion(\r\nmodel=\"openai\/gpt-3.5-turbo\",\r\nmessages=[{\"role\": \"user\", \"content\": \"\u4ec0\u4e48\u662f\u673a\u5668\u5b66\u4e60\uff1f\"}],\r\napi_key=\"your_openai_api_key\"  # \u53ef\u9009\uff0c\u76f4\u63a5\u4f20\u9012\u5bc6\u94a5\r\n)\r\nprint(response.choices[0].message.content)\r\n<\/code><\/pre>\n<p>\u53ea\u9700\u66f4\u6539\u00a0<code>model<\/code>\u00a0\u53c2\u6570\uff0c\u65e0\u9700\u4fee\u6539\u5176\u4ed6\u4ee3\u7801\u7ed3\u6784\u3002<\/p>\n<h4>3. \u914d\u7f6e\u9ad8\u7ea7\u53c2\u6570<\/h4>\n<p>Any-LLM \u5141\u8bb8\u8bbe\u7f6e\u6e29\u5ea6\uff08<code>temperature<\/code>\uff09\u3001\u6700\u5927 <a href=\"https:\/\/www.kdjingpai.com\/tokenization\/\">token<\/a> \u6570\uff08<code>max_tokens<\/code>\uff09\u7b49\u53c2\u6570\uff0c\u4ee5\u63a7\u5236\u751f\u6210\u6587\u672c\u7684\u98ce\u683c\u548c\u957f\u5ea6\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code>response = completion(\r\nmodel=\"anthropic\/claude-3-sonnet\",\r\nmessages=[{\"role\": \"user\", \"content\": \"\u5199\u4e00\u9996\u77ed\u8bd7\"}],\r\ntemperature=0.7,\r\nmax_tokens=100\r\n)\r\nprint(response.choices[0].message.content)\r\n<\/code><\/pre>\n<ul>\n<li><strong>temperature<\/strong>\uff1a\u63a7\u5236\u751f\u6210\u6587\u672c\u7684\u968f\u673a\u6027\uff0c\u503c\u8d8a\u4f4e\u8d8a\u786e\u5b9a\u6027\uff08\u9ed8\u8ba4 1.0\uff09\u3002<\/li>\n<li><strong>max_tokens<\/strong>\uff1a\u9650\u5236\u8f93\u51fa\u957f\u5ea6\uff0c\u907f\u514d\u8fc7\u957f\u54cd\u5e94\u3002<\/li>\n<\/ul>\n<h4>4. \u9519\u8bef\u5904\u7406<\/h4>\n<p>\u5982\u679c API \u5bc6\u94a5\u65e0\u6548\u6216\u6a21\u578b\u4e0d\u53ef\u7528\uff0cAny-LLM \u4f1a\u629b\u51fa\u5f02\u5e38\u3002\u5efa\u8bae\u4f7f\u7528\u00a0<code>try-except<\/code>\u00a0\u6355\u83b7\u9519\u8bef\uff1a<\/p>\n<pre><code>try:\r\nresponse = completion(\r\nmodel=\"mistral\/mistral-small-latest\",\r\nmessages=[{\"role\": \"user\", \"content\": \"\u4f60\u597d\uff01\"}]\r\n)\r\nprint(response.choices[0].message.content)\r\nexcept Exception as e:\r\nprint(f\"\u9519\u8bef\uff1a{e}\")\r\n<\/code><\/pre>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>1. \u6a21\u578b\u6bd4\u8f83\u4e0e\u6d4b\u8bd5<\/h4>\n<p>Any-LLM \u7684\u6700\u5927\u4f18\u52bf\u662f\u652f\u6301\u5feb\u901f\u5207\u6362\u6a21\u578b\uff0c\u9002\u5408\u5f00\u53d1\u8005\u6bd4\u8f83\u4e0d\u540c\u6a21\u578b\u7684\u6027\u80fd\u3002\u4f8b\u5982\uff0c\u6d4b\u8bd5 Mistral \u548c OpenAI \u7684\u56de\u7b54\u5dee\u5f02\uff1a<\/p>\n<pre><code>models = [\"mistral\/mistral-small-latest\", \"openai\/gpt-3.5-turbo\"]\r\nquestion = \"\u89e3\u91ca\u91cf\u5b50\u8ba1\u7b97\u7684\u57fa\u672c\u539f\u7406\"\r\nfor model in models:\r\nresponse = completion(\r\nmodel=model,\r\nmessages=[{\"role\": \"user\", \"content\": question}]\r\n)\r\nprint(f\"{model} \u7684\u56de\u7b54\uff1a{response.choices[0].message.content}\")\r\n<\/code><\/pre>\n<p>\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u9009\u62e9\u6700\u9002\u5408\u7279\u5b9a\u4efb\u52a1\u7684\u6a21\u578b\u3002<\/p>\n<h4>2. \u96c6\u6210\u5230\u73b0\u6709\u9879\u76ee<\/h4>\n<p>Any-LLM \u7684\u6846\u67b6\u65e0\u5173\u6027\u4f7f\u5176\u6613\u4e8e\u96c6\u6210\u5230 Web \u5e94\u7528\u3001\u547d\u4ee4\u884c\u5de5\u5177\u6216\u6570\u636e\u5206\u6790\u811a\u672c\u4e2d\u3002\u4f8b\u5982\uff0c\u5728 Flask \u5e94\u7528\u4e2d\u96c6\u6210\uff1a<\/p>\n<pre><code>from flask import Flask, request\r\nfrom any_llm import completion\r\napp = Flask(__name__)\r\n@app.route('\/chat', methods=['POST'])\r\ndef chat():\r\ndata = request.json\r\nresponse = completion(\r\nmodel=data.get('model', 'mistral\/mistral-small-latest'),\r\nmessages=[{\"role\": \"user\", \"content\": data['message']}]\r\n)\r\nreturn {\"response\": response.choices[0].message.content}\r\nif __name__ == '__main__':\r\napp.run()\r\n<\/code><\/pre>\n<p>\u6b64\u4ee3\u7801\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u804a\u5929 API\uff0c\u63a5\u6536\u7528\u6237\u8f93\u5165\u5e76\u8fd4\u56de\u6a21\u578b\u751f\u6210\u7684\u54cd\u5e94\u3002<\/p>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>API \u5bc6\u94a5\u5b89\u5168<\/strong>\uff1a\u907f\u514d\u5728\u4ee3\u7801\u4e2d\u786c\u7f16\u7801\u5bc6\u94a5\uff0c\u4f18\u5148\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u3002<\/li>\n<li><strong>\u7f51\u7edc\u8fde\u63a5<\/strong>\uff1aAny-LLM \u9700\u8981\u8054\u7f51\u8c03\u7528\u4e91\u7aef\u6a21\u578b\uff0c\u786e\u4fdd\u7f51\u7edc\u7a33\u5b9a\u3002<\/li>\n<li><strong>\u6a21\u578b\u652f\u6301<\/strong>\uff1a\u4e0d\u540c\u63d0\u4f9b\u5546\u652f\u6301\u7684\u6a21\u578b\u548c\u53c2\u6570\u53ef\u80fd\u4e0d\u540c\uff0c\u9700\u53c2\u8003\u5b98\u65b9\u6587\u6863\u3002<\/li>\n<li><strong>\u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u5bf9\u4e8e\u9ad8\u9891\u8c03\u7528\uff0c\u5efa\u8bae\u6279\u91cf\u5904\u7406\u8bf7\u6c42\u4ee5\u51cf\u5c11 API \u5f00\u9500\u3002<\/li>\n<\/ul>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5feb\u901f\u539f\u578b\u5f00\u53d1<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528 Any-LLM \u5feb\u901f\u6d4b\u8bd5\u4e0d\u540c LLM \u5728\u7279\u5b9a\u4efb\u52a1\uff08\u5982\u6587\u672c\u751f\u6210\u3001\u95ee\u7b54\u6216\u7ffb\u8bd1\uff09\u4e2d\u7684\u8868\u73b0\uff0c\u7f29\u77ed\u5f00\u53d1\u5468\u671f\u3002<\/li>\n<li><strong>\u6a21\u578b\u6027\u80fd\u6bd4\u8f83<\/strong><br \/>\n\u6570\u636e\u79d1\u5b66\u5bb6\u6216 AI \u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u901a\u8fc7 Any-LLM \u5728\u540c\u4e00\u4efb\u52a1\u4e0a\u5bf9\u6bd4\u591a\u4e2a\u6a21\u578b\u7684\u8f93\u51fa\u8d28\u91cf\uff0c\u9009\u62e9\u6700\u4f18\u6a21\u578b\u3002<\/li>\n<li><strong>\u6559\u80b2\u4e0e\u5b66\u4e60<\/strong><br \/>\n\u5b66\u751f\u6216\u521d\u5b66\u8005\u53ef\u4ee5\u901a\u8fc7 Any-LLM \u4f53\u9a8c\u4e0d\u540c LLM \u7684\u80fd\u529b\uff0c\u5b66\u4e60\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406\u548c API \u8c03\u7528\u65b9\u6cd5\u3002<\/li>\n<li><strong>\u4f01\u4e1a\u5e94\u7528\u96c6\u6210<\/strong><br \/>\n\u4f01\u4e1a\u53ef\u4ee5\u5c06 Any-LLMCHF<\/li>\n<\/ol>\n<p>M \u6a21\u578b\u96c6\u6210\u5230\u4e1a\u52a1\u7cfb\u7edf\u4e2d\uff0c\u5feb\u901f\u6784\u5efa AI \u9a71\u52a8\u7684\u529f\u80fd\uff0c\u5982\u667a\u80fd\u5ba2\u670d\u6216\u5185\u5bb9\u751f\u6210\u5de5\u5177\u3002<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Any-LLM \u652f\u6301\u54ea\u4e9b\u8bed\u8a00\u6a21\u578b\uff1f<\/strong><br \/>\n\u652f\u6301 OpenAI\u3001Mistral\u3001Anthropic \u7b49\u4e3b\u6d41\u63d0\u4f9b\u5546\u7684\u6a21\u578b\uff0c\u5177\u4f53\u578b\u53f7\u9700\u53c2\u8003\u63d0\u4f9b\u5546\u6587\u6863\u3002<\/li>\n<li><strong>\u662f\u5426\u9700\u8981\u989d\u5916\u7684\u670d\u52a1\u5668\u8bbe\u7f6e\uff1f<\/strong><br \/>\n\u4e0d\u9700\u8981\uff0cAny-LLM \u76f4\u63a5\u901a\u8fc7\u5b98\u65b9 SDK \u8c03\u7528\uff0c\u65e0\u9700\u4ee3\u7406\u6216\u7f51\u5173\u670d\u52a1\u5668\u3002<\/li>\n<li><strong>\u5982\u4f55\u5904\u7406 API \u5bc6\u94a5\uff1f<\/strong><br \/>\n\u63a8\u8350\u901a\u8fc7\u73af\u5883\u53d8\u91cf\u8bbe\u7f6e\u5bc6\u94a5\uff0c\u4e5f\u53ef\u4ee5\u5728\u00a0<code>completion<\/code>\u00a0\u51fd\u6570\u4e2d\u76f4\u63a5\u4f20\u9012\uff08\u4e0d\u63a8\u8350\uff09\u3002<\/li>\n<li><strong>Any-LLM \u662f\u5426\u652f\u6301\u672c\u5730\u6a21\u578b\uff1f<\/strong><br \/>\n\u5f53\u524d\u7248\u672c\u4e3b\u8981\u652f\u6301\u4e91\u7aef\u6a21\u578b\uff0c\u9700\u8054\u7f51\u8c03\u7528\uff0c\u672c\u5730\u6a21\u578b\u652f\u6301\u9700\u53c2\u8003\u5176\u4ed6\u5de5\u5177\u5982 llamafile\u3002<\/li>\n<li><strong>\u5982\u4f55\u8c03\u8bd5\u8c03\u7528\u5931\u8d25\u7684\u95ee\u9898\uff1f<\/strong><br \/>\n\u68c0\u67e5 API \u5bc6\u94a5\u3001\u7f51\u7edc\u8fde\u63a5\u548c\u6a21\u578b\u540d\u79f0\u662f\u5426\u6b63\u786e\uff0c\u4f7f\u7528\u00a0<code>try-except<\/code>\u00a0\u6355\u83b7\u9519\u8bef\u4fe1\u606f\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Any-LLM \u662f\u4e00\u4e2a\u7531 Mozilla AI \u56e2\u961f\u5f00\u53d1\u7684\u5f00\u6e90 Python \u5e93\uff0c\u65e8\u5728\u901a\u8fc7\u5355\u4e00\u63a5\u53e3\u8c03\u7528\u4e0d\u540c\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u63d0\u4f9b\u5546\uff0c\u4f8b\u5982 OpenAI\u3001Mistral \u548c Anthropic\u3002\u5b83\u7b80\u5316\u4e86\u5f00\u53d1\u8005\u5728\u4e0d\u540c\u6a21\u578b\u95f4\u5207\u6362\u7684\u590d\u6742\u6027\uff0c\u65e0\u9700&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[425,496,20],"tags":[230],"class_list":["post-33267","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-professional","category-ai-basic-services","category-tool","tag-aikaiyuanxiangmu"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/33267","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=33267"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/33267\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=33267"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=33267"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=33267"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}