{"id":1497,"date":"2024-05-17T07:36:59","date_gmt":"2024-05-17T07:36:59","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1497"},"modified":"2024-05-17T09:03:27","modified_gmt":"2024-05-17T09:03:27","slug":"damoxingyingyongyibuguangnengliaotiankankandamoxingdounengganshenme","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/damoxingyingyongyibuguangnengliaotiankankandamoxingdounengganshenme.html","title":{"rendered":"\u5927\u6a21\u578b\u5e94\u7528\uff08\u4e00\uff09\u4e0d\u5149\u80fd\u804a\u5929\uff01\u770b\u770b\u5927\u6a21\u578b\u90fd\u80fd\u5e72\u4ec0\u4e48\uff0cAI\u65f6\u4ee3\u611f\u6251\u9762\u800c\u6765\u3002"},"content":{"rendered":"<h2 data-id=\"heading-0\">\u524d\u8a00<\/h2>\r\n<p>\u4e0d\u7ba1\u4f60\u627f\u4e0d\u627f\u8ba4\uff0cai\u7684\u65f6\u4ee3\u5df2\u7ecf\u5230\u6765\u4e86\u3002\u4e2a\u4eba\u770b\u6765\uff0c<code>chatgpt<\/code>\u5177\u6709\u5212\u65f6\u4ee3\u7684\u610f\u4e49\uff0c\u66f4\u751a\u4e8e\u84b8\u6c7d\u673a\u7684\u53d1\u660e\u3002<\/p>\r\n<p>chatgpt\u53d1\u5e03\u4ec5\u4ec5\u4e00\u5e74\u7684\u65f6\u95f4\uff0c\u5df2\u7ecf\u5145\u65a5\u5728\u4e86\u4e92\u8054\u7f51\u7684\u65b9\u65b9\u9762\u9762\u3002\u56fd\u5185\u5927\u5382\u4e5f\u662f\u7eb7\u7eb7\u8ddf\u98ce\uff0c\u5382\u5747\u4e00\u4e2a\u5927\u6a21\u578b\u3002\u8fd9\u91cc\u5c31\u5f97\u5410\u69fd\u4e00\u4e0b\uff0c\u867d\u7136\u56fd\u5185\u5927\u6a21\u578b\u6570\u91cf\u4f17\u591a\uff0c\u4f46\u8d28\u91cf\u660e\u663e\u4e0d\u9ad8\uff0c\u4e14\u5f88\u591a\u5b58\u5728\u5957\u58f3\u5acc\u7591\u3002<\/p>\r\n<p>\u4f60\u5bf9\u5927\u6a21\u578b\u7684\u5370\u8c61\u662f\u5426\u8fd8\u505c\u7559\u5728\u804a\u5929\u9636\u6bb5\uff1f\u5b9e\u9645\u4e0a\u5927\u6a21\u578b\u7684\u53d1\u5c55\u53ef\u80fd\u5df2\u7ecf\u8fdc\u8fdc\u8d85\u4e4e\u4f60\u6211\u7684\u9884\u6599\u3002<\/p>\r\n<p>\u672c\u6587\u91cd\u5e94\u7528\u548c\u573a\u666f\uff0c\u6709\u5c11\u91cf\u4ee3\u7801\u5e2e\u52a9\u7406\u89e3\uff0c\u8fd8\u6709\u4e00\u4e9b\u4e2a\u4eba\u7684\u6d4b\u8bd5\u7ed3\u8bba\u3002<\/p>\r\n<h2 data-id=\"heading-1\">system\/prompt<\/h2>\r\n<p>\u5728\u548c\u6a21\u578b\u804a\u5929\u7684\u65f6\u5019\uff0c\u53ef\u4ee5\u9884\u5148\u7ed9\u6a21\u578b\u7acb\u4e2a\u4eba\u8bbe\uff0c\u8ba9\u5b83\u4ee5\u56fa\u5b9a\u7684\u8eab\u4efd\uff0c\u98ce\u683c\u6765\u5bf9\u8bdd\u3002 \u6bd4\u5982\u5728\u548c\u6a21\u578b\u5bf9\u8bdd\u7684\u65f6\u5019\uff0c\u53ef\u4ee5\u8fd9\u6837\u8c03\u7528\uff1a<\/p>\r\n<ul>\r\n<li>\u901a\u8fc7system\u8bbe\u7f6e\u6a21\u578b\u8eab\u4efd\u662f\u4e00\u4e2a\u52a9\u624b<\/li>\r\n<\/ul>\r\n<div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">bash<\/span>\r\n<div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div>\r\n<\/div>\r\n<pre><code class=\"hljs language-bash code-block-extension-codeShowNum\" lang=\"bash\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">curl https:\/\/api.openai.com\/v1\/chat\/completions <\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">  -H <span class=\"hljs-string\">\"Content-Type: application\/json\"<\/span> <\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">  -H <span class=\"hljs-string\">\"Authorization: Bearer <span class=\"hljs-variable\">$OPENAI_API_KEY<\/span>\"<\/span> <\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">  -d <span class=\"hljs-string\">'{<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    \"model\": \"gpt-3.5-turbo\",<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    \"messages\": [<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">      {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        \"role\": \"system\",<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        \"content\": \"You are a helpful assistant.\"<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">      },<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">      {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">        \"role\": \"user\",<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">        \"content\": \"Who won the world series in 2020?\"<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">      }<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">    ]<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">  }'<\/span>\r\n<\/code><\/pre>\r\n<p>\u8fd9\u4e2a\u529f\u80fd\u662f\u5927\u6a21\u578b\u5f97\u4ee5\u5728\u591a\u65b9\u9762\u5e94\u7528\u7684\u57fa\u7840\u3002\u4e0d\u9700\u8981\u7f16\u7a0b\u6280\u672f\uff0c\u53ea\u9700\u8981\u5199\u4e00\u6bb5\u4eba\u8bbe\uff0c\u6216\u8005\u4e00\u6bb5\u7ea6\u675f\uff0c\u5c31\u53ef\u4ee5\u81ea\u5b9a\u4e49\u4e00\u4e2a\u7279\u5b9a\u529f\u80fd\u7684\u804a\u5929\u673a\u5668\u4eba\u3002<\/p>\r\n<p>\u5728\u5de5\u7a0b\u5e94\u7528\u4e0a\uff0cprompt\u662f\u975e\u5e38\u91cd\u8981\u7684\u4e00\u5757\uff0c\u4e0b\u9762\u5b9e\u4f8b\u4f1a\u6709\u8bb2\u5230\u3002<\/p>\r\n<h2 data-id=\"heading-2\">function call \/ \u63d2\u4ef6<\/h2>\r\n<p>\u5982\u679c\u8bf4\u5927\u6a21\u578b\u76f8\u5f53\u4e8e\u4eba\u7684\u5927\u8111\uff0c\u90a3<code>function call<\/code>\u5c31\u76f8\u5f53\u4e8e\u4eba\u7684\u624b\u811a\u3002\u901a\u8fc7\u8fd9\u4e2a\u529f\u80fd\uff0c\u53ef\u4ee5\u5c06\u5927\u6a21\u578b\u7684\u601d\u8003\u7684\u7ed3\u679c\u52a0\u4ee5\u5b9e\u65bd\u3002chatgpt\u4e0a\u7684\u63d2\u4ef6\u672c\u8d28\u90fd\u662ffunction call\u3002<\/p>\r\n<p>\u6bd4\u5982\uff0c\u7528\u6237\u7684\u95ee\u9898\u662f<code>\u4eca\u5929\u5929\u6c14\u600e\u4e48\u6837\uff1f<\/code>\u3002\u663e\u7136\u6a21\u578b\u662f\u4e0d\u77e5\u9053\u4eca\u5929\u5929\u6c14\u5982\u4f55\u7684\uff0c\u4f46\u662f\u6211\u4eec\u544a\u8bc9\u5b83\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u4ec0\u4e48\u65b9\u6cd5\u6765\u67e5\u8be2\u5929\u6c14\u3002\u8fd9\u4e2a\u65f6\u5019\u6a21\u578b\u4f1a\u5224\u65ad\uff0c\u5982\u679c\u9700\u8981\u67e5\u8be2\u5929\u6c14\uff0c\u5219\u5e94\u8be5\u8c03\u7528\u8be5\u65b9\u6cd5\uff0c\u5e76\u4e14\u628a\u53c2\u6570\u4e5f\u6309\u7167\u8981\u6c42\u544a\u8bc9\u6211\u4eec\u3002<\/p>\r\n<p>\u770bapi\uff0c\u5728\u8bf7\u6c42\u6a21\u578b\u7684\u65f6\u5019\u5e26\u4e0atools<\/p>\r\n<div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span>\r\n<div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div>\r\n<\/div>\r\n<pre><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">  request.tools = [<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">        {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">            <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"function\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">            <span class=\"hljs-string\">\"function\"<\/span>: {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">                <span class=\"hljs-string\">\"name\"<\/span>: <span class=\"hljs-string\">\"get_current_weather\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">                <span class=\"hljs-string\">\"description\"<\/span>: <span class=\"hljs-string\">\"Get the current weather in a given location\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">                <span class=\"hljs-string\">\"parameters\"<\/span>: {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">                    <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"object\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">                    <span class=\"hljs-string\">\"properties\"<\/span>: {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">                         <span class=\"hljs-string\">\"location\"<\/span>: {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">                            <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"string\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">                            <span class=\"hljs-string\">\"description\"<\/span>: <span class=\"hljs-string\">\"The city and state, e.g. San Francisco, CA\"<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">                        },<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">                        <span class=\"hljs-string\">\"format\"<\/span>: {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">                            <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"string\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">                            <span class=\"hljs-string\">\"enum\"<\/span>: [<span class=\"hljs-string\">\"celsius\"<\/span>, <span class=\"hljs-string\">\"fahrenheit\"<\/span>],<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">                            <span class=\"hljs-string\">\"description\"<\/span>: <span class=\"hljs-string\">\"The temperature unit to use. Infer this from the users location.\"<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">                    },<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">                    <span class=\"hljs-string\">\"required\"<\/span>: [<span class=\"hljs-string\">\"location\"<\/span>],<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">                },<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">            },<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\">        }<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"23\">    ]<\/span>\r\n    \r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"25\"> <span class=\"hljs-comment\"># \u8fd4\u56de\u503c choices\u7684 message \u4f1a\u6709\u5982\u4e0b\u7684\u7ed3\u6784<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"26\"> {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"27\">\t<span class=\"hljs-string\">'role'<\/span>: <span class=\"hljs-string\">'assistant'<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"28\">\t<span class=\"hljs-string\">'content'<\/span>: <span class=\"hljs-literal\">None<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"29\">\t<span class=\"hljs-string\">'tool_calls'<\/span>: [{<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"30\">\t\t<span class=\"hljs-string\">'id'<\/span>: <span class=\"hljs-string\">'call_o7uyztQLeVIoRdjcDkDJY3ni'<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"31\">\t\t<span class=\"hljs-string\">'type'<\/span>: <span class=\"hljs-string\">'function'<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"32\">\t\t<span class=\"hljs-string\">'function'<\/span>: {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"33\">\t\t\t<span class=\"hljs-string\">'name'<\/span>: <span class=\"hljs-string\">'get_current_weather'<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"34\">\t\t\t<span class=\"hljs-string\">'arguments'<\/span>: <span class=\"hljs-string\">'{n  \"location\": \"Glasgow, Scotland\",n  \"format\": \"celsius\"n}'<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"35\">\t\t}<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"36\">\t}]<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"37\">}<\/span>\r\n<\/code><\/pre>\r\n<p>\u77e5\u9053\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u4e4b\u540e\uff0c\u5c31\u53ef\u4ee5\u8c03\u7528\u6211\u4eec\u81ea\u5df1\u7684\u51fd\u6570\u5b9e\u73b0\u5f00\u59cb\u67e5\u8be2\u5929\u6c14\u4e86\u3002<\/p>\r\n<h2 data-id=\"heading-3\">embedding<\/h2>\r\n<p>\u5728\u4f20\u7edf\u7684\u63a8\u8350\u7cfb\u7edf\u91cc\uff0c\u6700\u91cd\u8981\u7684\u4e00\u6b65\u5c31\u662fitem\u5411\u91cf\u5316\uff08embedding\uff09\u3002\u5927\u6a21\u578b\u5728\u7406\u89e3\u6211\u4eec\u7684\u6587\u672c\u65f6\uff0c\u4e5f\u662f\u8981\u5148\u8fdb\u884c\u5411\u91cf\u5316\u7684\uff0c\u90a3\u6211\u4eec\u5c31\u53ef\u4ee5\u5229\u7528\u5927\u6a21\u578b\u6765\u5b9e\u73b0embedding\u3002<\/p>\r\n<p>\u6bd4\u5982\u6211\u4eec\u4f20\u4e00\u6bb5\u6587\u672c\u5230\u5927\u6a21\u578b\u91cc<\/p>\r\n<div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span>\r\n<div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div>\r\n<\/div>\r\n<pre><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-keyword\">from<\/span> openai <span class=\"hljs-keyword\">import<\/span> OpenAI<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">client = OpenAI()<\/span>\r\n\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">response = client.embeddings.create(<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">    <span class=\"hljs-built_in\">input<\/span>=<span class=\"hljs-string\">\"Your text string goes here\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">    model=<span class=\"hljs-string\">\"text-embedding-ada-002\"<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">)<\/span>\r\n\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\"><span class=\"hljs-built_in\">print<\/span>(response.data[<span class=\"hljs-number\">0<\/span>].embedding)<\/span>\r\n<\/code><\/pre>\r\n<p>\u6211\u4eec\u5c31\u4f1a\u5f97\u5230\u4e00\u4e2aembedding\u540e\u7684\u7ed3\u679c\u3002<\/p>\r\n<div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">json<\/span>\r\n<div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div>\r\n<\/div>\r\n<pre><code class=\"hljs language-json code-block-extension-codeShowNum\" lang=\"json\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-punctuation\">{<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\">  <span class=\"hljs-attr\">\"data\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-punctuation\">[<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">    <span class=\"hljs-punctuation\">{<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">      <span class=\"hljs-attr\">\"embedding\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-punctuation\">[<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">        <span class=\"hljs-number\">-0.006929283495992422<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">        <span class=\"hljs-number\">-0.005336422007530928<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">        ...<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">        <span class=\"hljs-number\">-4.547132266452536e-05<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">        <span class=\"hljs-number\">-0.024047505110502243<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">      <span class=\"hljs-punctuation\">]<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">      <span class=\"hljs-attr\">\"index\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-number\">0<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">      <span class=\"hljs-attr\">\"object\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-string\">\"embedding\"<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">    <span class=\"hljs-punctuation\">}<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">  <span class=\"hljs-punctuation\">]<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">  <span class=\"hljs-attr\">\"model\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-string\">\"text-embedding-ada-002\"<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">  <span class=\"hljs-attr\">\"object\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-string\">\"list\"<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">  <span class=\"hljs-attr\">\"usage\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-punctuation\">{<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">    <span class=\"hljs-attr\">\"prompt_tokens\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-number\">5<\/span><span class=\"hljs-punctuation\">,<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">    <span class=\"hljs-attr\">\"total_tokens\"<\/span><span class=\"hljs-punctuation\">:<\/span> <span class=\"hljs-number\">5<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">  <span class=\"hljs-punctuation\">}<\/span><\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\"><span class=\"hljs-punctuation\">}<\/span><\/span>\r\n<\/code><\/pre>\r\n<h2 data-id=\"heading-4\">Fine-tuning<\/h2>\r\n<p>\u5982\u679c\u5bf9\u6a21\u578b\u4e0d\u6ee1\u610f\uff0c\u53ef\u4ee5\u76f4\u63a5\u5bf9\u6a21\u578b\u8fdb\u884c\u53c2\u6570\u8c03\u6574\uff0c\u5f53\u7136\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u5e76\u4e0d\u4f1a\u7528\u5230\u8fd9\u79cd\u65b9\u5f0f\u3002<\/p>\r\n<p><a title=\"https:\/\/platform.openai.com\/docs\/guides\/fine-tuning\" href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fplatform.openai.com%2Fdocs%2Fguides%2Ffine-tuning\" target=\"_blank\" rel=\"noopener\">\u8fd9\u91cc\u8d34\u4e2a\u94fe\u63a5\uff0c\u611f\u5174\u8da3\u53ef\u4ee5\u770b\u4e00\u4e0b\uff0c\u8fd9\u91cc\u7565\u8fc7\u4e86<\/a><\/p>\r\n<h2 data-id=\"heading-5\">\u56fe\u7247\u751f\u6210\u548c\u7406\u89e3<\/h2>\r\n<p>\u65e5\u5e38\u804a\u5929\u4e2d\uff0c\u56fe\u7247\u4e5f\u662f\u5f88\u91cd\u8981\u7684\u5185\u5bb9\uff0cchatgpt\u521a\u53d1\u5e03\u56fe\u7247\u7406\u89e3\u80fd\u529b\u7684\u65f6\u5019\uff0c\u5c5e\u5b9e\u60ca\u8bb6\u5230\u6211\u3002<\/p>\r\n<p>\u53ea\u9700\u8981\u95ee\u6a21\u578b<code>\u56fe\u7247\u662f\u5565\u610f\u601d\uff1f<\/code>\uff0c\u5e76\u4e14\u5e26\u4e0a\u56fe\u7247\u7684\u94fe\u63a5\u6216\u5185\u5bb9\u3002\u5b98\u7f51\u63a8\u8350\u7684\u7406\u89e3\u6a21\u578b\u662f<code>gpt-4-vision-preview<\/code>\u3002<\/p>\r\n<div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">python<\/span>\r\n<div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div>\r\n<\/div>\r\n<pre><code class=\"hljs language-python code-block-extension-codeShowNum\" lang=\"python\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\"><span class=\"hljs-keyword\">from<\/span> openai <span class=\"hljs-keyword\">import<\/span> OpenAI<\/span>\r\n\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\">client = OpenAI()<\/span>\r\n\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">response = client.chat.completions.create(<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">  model=<span class=\"hljs-string\">\"gpt-4-vision-preview\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\">  messages=[<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\">    {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">      <span class=\"hljs-string\">\"role\"<\/span>: <span class=\"hljs-string\">\"user\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"10\">      <span class=\"hljs-string\">\"content\"<\/span>: [<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"11\">        {<span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"text\"<\/span>, <span class=\"hljs-string\">\"text\"<\/span>: <span class=\"hljs-string\">\"What\u2019s in this image?\"<\/span>},<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"12\">        {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"13\">          <span class=\"hljs-string\">\"type\"<\/span>: <span class=\"hljs-string\">\"image_url\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"14\">          <span class=\"hljs-string\">\"image_url\"<\/span>: {<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"15\">            <span class=\"hljs-string\">\"url\"<\/span>: <span class=\"hljs-string\">\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/thumb\/d\/dd\/Gfp-wisconsin-madison-the-nature-boardwalk.jpg\/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg\"<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"16\">          },<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"17\">        },<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"18\">      ],<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"19\">    }<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"20\">  ],<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"21\">  max_tokens=<span class=\"hljs-number\">300<\/span>,<\/span>\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"22\">)<\/span>\r\n\r\n<span class=\"code-block-extension-codeLine\" data-line-num=\"24\"><span class=\"hljs-built_in\">print<\/span>(response.choices[<span class=\"hljs-number\">0<\/span>])<\/span>\r\n<\/code><\/pre>\r\n<p>\u81f3\u4e8echatgpt\u7684\u56fe\u7247\u751f\u6210 <code>DALL\u00b7E 3<\/code>\uff0c\u8bf7\u65e0\u89c6\u5427\uff0c\u5e76\u5de6\u8f6c\u53bb\u627e <a title=\"https:\/\/www.midjourney.com\/home?callbackUrl=%2Fexplore\" href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.midjourney.com%2Fhome%3FcallbackUrl%3D%252Fexplore\" target=\"_blank\" rel=\"noopener\">midjourney<\/a><\/p>\r\n<h2 data-id=\"heading-6\">\u6a21\u578b<\/h2>\r\n<p>\u5728\u8bf4\u5177\u4f53\u7684\u6a21\u578b\u4e4b\u524d\uff0c\u5148\u8bf4\u4e00\u4e0b \u7a97\u53e3 \u548c tokens\u3002<\/p>\r\n<p>\u5927\u6a21\u578b\u5e76\u4e0d\u80fd\u65e0\u9650\u7684\u5bf9\u8bdd\uff0c\u5c31\u50cf\u6253\u5de5\u4eba\u5f00\u4f1a\uff0c\u5f00\u4e00\u4e2a\u5c0f\u65f6\u4e4b\u540e\uff0c\u524d\u9762\u7684\u5185\u5bb9\u51e0\u4e4e\u90fd\u5fd8\u8bb0\u4e86\u3002\u800c\u8fd9\u4e2a\u8bb0\u5fc6\u7684\u5185\u5bb9\u5927\u5c0f\u79f0\u4e3a\u7a97\u53e3\u3002<\/p>\r\n<p>\u6a21\u578b\u4e5f\u5e76\u4e0d\u80fd\u76f4\u63a5\u7406\u89e3\u4eba\u7c7b\u7684\u8bdd\uff0c\u9700\u8981\u5148\u5206\u8bcd\u8f6c\u6210tokens\uff0c\u81f3\u4e8e\u5177\u4f53\u7684\u5206\u8bcd\u65b9\u6cd5\uff0c<a title=\"https:\/\/cookbook.openai.com\/examples\/how_to_count_tokens_with_tiktoken\" href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fcookbook.openai.com%2Fexamples%2Fhow_to_count_tokens_with_tiktoken\" target=\"_blank\" rel=\"noopener\">\u53c2\u8003\u8fd9\u91cc<\/a>\u3002<\/p>\r\n<p>\u5e38\u8bf4\u7684\u7a97\u53e3\u5927\u5c0f\u4e3a8k 16k 32k\uff0c\u5c31\u662f\u6307tokens\u7684\u5927\u5c0f\u4e3a8*1024 16*1024 32*1024\u3002\u622a\u6b62\u76ee\u524d\uff0c\u6700\u65b0\u7684\u6a21\u578b\u51fa\u5230\u4e86 <code>gpt-4-1106-preview<\/code>\u53ef\u4ee5\u653e 128000 tokens\u3002<\/p>\r\n<p>\u6bd4\u8f83\u63a8\u8350\u7684\u6a21\u578b\u662f<code>gpt-4-32k<\/code>\uff0c\u903b\u8f91\u6027\u548c\u51c6\u786e\u7387\u76f8\u5bf9\u8f83\u597d\u3002<\/p>\r\n<p>\u56fe\u7247\u7406\u89e3\u6a21\u578b\u7528\u5b98\u65b9\u4e3b\u63a8\u7684 <code>gpt-4-vision-preview<\/code>\u3002<\/p>\r\n<p>gpt3.5 \u63a8\u8350\u7528<code>gpt-3.5-turbo-16k<\/code>\uff0c\u867d\u7136tokens\u5c0f\uff0c\u4f46\u53cd\u5e94\u5feb\uff0c\u5728request\u6bd4\u8f83\u5927\u7684\u65f6\u5019\uff0c\u901f\u5ea6\u662f<code>gpt-4-32k<\/code> 2\u52303\u500d\u3002<\/p>\r\n<p>embedding\u6a21\u578b\uff0c\u5982\u679c\u4f60\u559c\u6b22gpt\u5219\u7528<code>text-embedding-ada-002<\/code>\uff0c\u4e2d\u6587\u8fd8\u662f\u63a8\u8350<a title=\"https:\/\/huggingface.co\/moka-ai\/m3e-base\" href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fhuggingface.co%2Fmoka-ai%2Fm3e-base\" target=\"_blank\" rel=\"noopener\">moka\u7684m3e\u6a21\u578b<\/a>\u3002<\/p>\r\n<h2 data-id=\"heading-7\">\u5982\u4f55\u8ba9\u6a21\u578b\u5bf9\u4e0d\u540c\u7684\u4eba\u8868\u73b0\u51fa\u5dee\u5f02\u5316\uff1f<\/h2>\r\n<p>\u6a21\u578b\u662f\u901a\u8fc7prompt\u6765\u786e\u5b9a\u4eba\u8bbe\u7684\uff0c\u90a3\u4e48\u53ef\u4ee5\u901a\u8fc7\u52a8\u6001\u751f\u6210prompt\u6765\u5b9e\u73b0\uff0c\u4e2a\u6027\u5316\u56de\u590d\u3002<\/p>\r\n<p>\u6bd4\u5982\u4e0a\u9762\u90a3\u4e2a\u8be2\u95ee\u5929\u6c14\u7684\u95ee\u9898\uff0c\u5bf9\u4e8e\u4e0d\u540c\u57ce\u5e02\u7684\u4eba\u6765\u8bf4\u5c31\u9700\u8981\u4e0d\u540c\u7684\u56de\u590d\u3002\u8fd9\u8981\u6c42\u5728\u6211\u4eec\u548c\u6a21\u578b\u4f1a\u8bdd\u65f6\u544a\u8bc9\u6a21\u578b\uff0c\u6211\u5f53\u65f6\u7684\u5730\u7406\u4fe1\u606f\u3002\u800c\u8fd9\u4e2a\u4fe1\u606f\u53ef\u4ee5\u5728prompt\u4e2d\u4e0a\u62a5\uff0c\u5e76\u4e14\u505a\u5230\u65e0\u611f\u3002<\/p>\r\n<p>\u6b64\u5916prompt\u4e0d\u5149\u53ef\u4ee5\u5728<code>system<\/code>\u4e2d\u5b9a\u4e49\uff0c\u4e5f\u53ef\u4ee5\u5728<code>user<\/code>\u4e2d\u589e\u52a0\u591a\u91cd\u5b9a\u4e49\u6765\u5b9e\u73b0\u4e2a\u6027\u5316\u9700\u6c42\u3002<\/p>\r\n<h2 data-id=\"heading-8\">\u6a21\u578b\u8bb0\u5fc6\u529b\u8fc7\u77ed\u7684\u95ee\u9898\uff1f<\/h2>\r\n<p>\u8fd9\u4e3b\u8981\u6709\u4e24\u65b9\u9762\u7684\u95ee\u9898\uff1a<\/p>\r\n<ol>\r\n<li>\u6a21\u578b\u7a97\u53e3\u6709\u9650\u5236\uff0c\u5bfc\u81f4\u4e0a\u6587\u8d85\u51fa\u7a97\u53e3\uff0c\u4ee5\u81f4\u8bb0\u5fc6\u7f3a\u5931\u3002<\/li>\r\n<\/ol>\r\n<p>\u8fd9\u79cd\u60c5\u51b5\u53ef\u4ee5\u6362\u66f4\u5927\u7a97\u53e3\u7684\u6a21\u578b\uff0c\u6216\u8005\u4f18\u5316\u5bf9\u8bdd\u7ed3\u6784\u3002\u9700\u8981\u6ce8\u610f\uff0c\u8d8a\u5927\u7684\u7a97\u53e3\u5904\u7406\u901f\u5ea6\u8d8a\u6162\u3002\u5e76\u4e14\u7a97\u53e3\u6700\u7ec8\u8fd8\u662f\u4f1a\u8fce\u6765\u4e0a\u9650\u3002<\/p>\r\n<ol start=\"2\">\r\n<li>\u65f6\u95f4\u7a7a\u95f4\u7ef4\u5ea6\u8fc7\u957f\uff0c\u6a21\u578b\u8bb0\u5fc6\u4e22\u5931\uff0c\u6bd4\u5982\u6211\u5728\u4e09\u4e2a\u6708\u524d\u544a\u8bc9\u8fc7\u6a21\u578b\uff0c\u6211\u53ebxxx\uff0c\u4e09\u4e2a\u6708\u4e4b\u5185\u5bf9\u8bdd\u4e86\u5f88\u591a\u6b21\uff0c\u518d\u95ee\u6a21\u578b\u7684\u65f6\u5019\uff0c\u6a21\u578b\u5df2\u7ecf\u4e0d\u77e5\u9053\u4e86\u3002<\/li>\r\n<\/ol>\r\n<p>\u8fd9\u79cd\u60c5\u51b5\u53ef\u4ee5\u901a\u8fc7 <code>function call<\/code>\u7684\u529f\u80fd\u6765\u89e3\u51b3\uff0c\u5728\u7528\u6237\u544a\u8bc9\u6211\u4eec\u59d3\u540d\u65f6 \u8bb0\u5f55\u5728\u6570\u636e\u5e93\u91cc\u3002\u6bcf\u4e2a\u65b0\u7684\u4f1a\u8bdd\u4e2d\u5728prompt\u4e2d\u6307\u5b9a\u3002<\/p>\r\n<h2 data-id=\"heading-9\">\u4f01\u4e1a\u79c1\u6709\u7684\u6570\u636e\u5e94\u8be5\u5982\u4f55\u8ba9\u6a21\u578b\u77e5\u9053\uff1f<\/h2>\r\n<p>\u4e00\u79cd\u65b9\u6cd5\u662f\u5229\u7528\u81ea\u5df1\u7684\u6570\u636e\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u8fd9\u79cd\u5bf9\u4e8e\u60c5\u611f\u7c7b\u6570\u636e\u8f83\u4e3a\u6709\u6548\u3002\u6bd4\u5982\u4e00\u4e2a\u60c5\u611f\u52a9\u624b\uff0c\u5728\u5bf9\u8bdd\u4e2d\u626e\u6f14\u4e00\u4e2a\u5c0f\u59d0\u59d0\u7684\u89d2\u8272\uff0c\u4f60\u53ef\u4ee5\u7528\u5c0f\u59d0\u59d0\u7684\u6587\u672c\u6765\u8bad\u7ec3\u6a21\u578b\u8be5\u5982\u4f55\u56de\u590d\u3002<\/p>\r\n<p>\u53e6\u4e00\u79cd\u662f\u63a8\u8350\u7c7b\u7684\u6570\u636e\uff0c\u53ef\u4ee5\u7528\u5411\u91cf\u5e93\u7684\u65b9\u5f0f\u63a5\u5165\u6a21\u578b\u3002\u6bd4\u5982\u65b0\u95fb\u7c7b\u6570\u636e\uff0c\u7528\u6237\u5bf9\u8bdd\u65b0\u95fb\u52a9\u624b<code>\u7ed9\u6211\u63a8\u8350\u4e09\u6761\u65f6\u4e0b\u70ed\u95e8\u65b0\u95fb<\/code>\u3002\u8fd9\u79cd\u60c5\u51b5\u4e0b\u53ef\u4ee5\u5148\u5229\u7528\u5927\u6a21\u578b\u7684embedding\u80fd\u529b\uff0c\u5728\u5411\u91cf\u5e93\u4e2d\u5148\u4e00\u8f6e\u53ec\u56de\u4e00\u5b9a\u6570\u76ee\u7684\u65b0\u95fb\uff0c\u518d\u8c03\u7528\u5927\u6a21\u578b\u8fdb\u884c\u8bed\u4e49\u5904\u7406\u3002\u53c2\u8003<a title=\"https:\/\/github.com\/langchain-ai\/langchain\" href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Flangchain-ai%2Flangchain\" target=\"_blank\" rel=\"noopener\">langChain<\/a>\u6846\u67b6<\/p>\r\n<h2 data-id=\"heading-10\">\u5982\u4f55\u8ba9\u6a21\u578b\u5316\u88ab\u52a8\u4e3a\u4e3b\u52a8\uff1f<\/h2>\r\n<p>\u73b0\u5728\u7684\u4e3b\u6d41\uff0c\u4f9d\u7136\u662f\u4eba\u4e3b\u52a8\u548c\u6a21\u578b\u5bf9\u8bdd\uff0c\u90a3\u6a21\u578b\u53ef\u4ee5\u4e3b\u52a8\u548c\u4eba\u8bf4\u8bdd\u5417\uff1f<\/p>\r\n<p>\u8fd9\u8fd8\u662f\u9700\u8981<code>function call<\/code>\u6765\u5b9e\u73b0\u3002<\/p>\r\n<p>\u6bd4\u5982\u7528\u6237\u5728\u5bf9\u8bdd\u65f6\u4e0b\u8fbe\u547d\u4ee4<code>\u5728\u4e09\u4e2a\u5c0f\u65f6\u540e\uff0c\u5e2e\u6211\u8ba2\u4e00\u4efd\u80af\u5fb7\u57fa<\/code>\u3002\u5728\u8f6e\u5bf9\u8bdd\u4e2d\u6a21\u578b\u8bc6\u522b\u5230\u7528\u6237\u7684\u610f\u56fe\u662f\u5728\u4e09\u4e2a\u5c0f\u65f6\u540e\u89e6\u53d1\uff0c\u4f1a\u8c03\u7528\u6211\u4eec\u9884\u8bbe\u7684\u5b9a\u65f6\u4efb\u52a1\u7684function \u4e0b\u8fbe\u4e00\u4e2a\u5b9a\u65f6\u4efb\u52a1\u3002\u4e09\u4e2a\u5c0f\u65f6\u540e\u81ea\u52a8\u89e6\u53d1\u3002<\/p>\r\n<h2 data-id=\"heading-11\">\u5982\u4f55\u8ba9\u6a21\u578b\u66f4\u4eba\u6027\u5316\uff1f\u66f4\u50cf\u4e00\u4e2a\u4eba\uff1f\u5982\u4f55\u9002\u5e94\u66f4\u590d\u6742\u7684\u573a\u666f\uff1f<\/h2>\r\n<p>\u5728\u4e0a\u9762\u7684\u51e0\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u53d1\u73b0\u6bcf\u4e00\u4e2a\u4efb\u52a1\uff0c\u90fd\u9700\u8981\u6a21\u578b\u548c\u5404\u79cd\u63d2\u4ef6\u7684\u914d\u5408\u624d\u80fd\u5b8c\u6210\u5de5\u4f5c\u3002\u4e3a\u4e86\u80fd\u591f\u8ba9\u4ed6\u4eec\u66f4\u597d\u7684\u534f\u4f5c\u3002\u6211\u4eec\u53ef\u4ee5\u5c06\u4ed6\u4eec\u7ec4\u6210\u5de5\u4f5c\u6d41\uff0c\u6765\u5b8c\u6210\u66f4\u590d\u6742\u7684\u5de5\u4f5c\uff0c\u6216\u8005\u8868\u73b0\u7684\u66f4\u4eba\u6027\u5316\u3002<\/p>\r\n<p>\u8fd8\u662f\u67e5\u8be2\u5929\u6c14\u7684\u4f8b\u5b50\uff0c\u5728\u6211\u4eec\u8c03\u7528\u67e5\u8be2\u5929\u6c14\u7684\u63d2\u4ef6\u540e\uff0c\u8fd4\u56de\u7684\u5185\u5bb9\u662f\u4e00\u4e2ajson 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