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AI

Azure的OPENAI接口怎么用?用Node.js来解决

wood
2023-05-25 / 0 评论 / 0 点赞 / 5 阅读 / 28046 字

可以通过本项目,使用node.js(node>=16)部署代理,以调用openai的方式,调用azure的openai接口,从而降低部署学习成本。

Github项目地址:https://github.com/woodchen-ink/azure-to-openai-adapter
如果可以访问,直接访问github就行,如果不能访问,按照本教程一步步来。
环境需求:node>=16

新建一个文件夹,里面新建以下文件

app.js

import express from 'express';
import cors from 'cors';
import fetch from 'node-fetch';
const app = express();
const port = 3000;
// 这里修改为你想用的端口号
// Please modify the port number to the one you want to use.

app.use(cors());
app.use(express.json());

const resourceName = "test-czl";
// 这里是你azure账号的OPENAI资源名称
// Here is the name of your OPENAI resource on your Azure account.
const mapper = {
  "gpt-3.5-turbo": "test0",
  //这个的右边是你部署的3.5模型的名称
  // On the right side of this is the name of the deployed 3.5 model.
  "gpt-4": "test1",
  //这个的右边是你部署的4模型的名称
  //On the right side of this is the name of the deployed 4 model.
};
const apiVersion = "2023-03-15-preview";

app.options("*", cors());

app.post("/v1/chat/completions", async (req, res) => {
  await handleRequest(req, res, "chat/completions");
});

app.post("/v1/completions", async (req, res) => {
  await handleRequest(req, res, "completions");
});

app.get("/v1/models", async (req, res) => {
  await handleModels(req, res);
});

async function handleRequest(req, res, path) {
  const body = req.body;
  const modelName = body?.model;
  const deployName = mapper[modelName] || "";

  if (deployName === "") {
    return res.status(403).send("Missing model mapper");
  }

  const fetchAPI = `https://${resourceName}.openai.azure.com/openai/deployments/${deployName}/${path}?api-version=${apiVersion}`;

  const authKey = req.headers.authorization;
  if (!authKey) {
    return res.status(403).send("Not allowed");
  }

  const payload = {
    method: "POST",
    headers: {
      "Content-Type": "application/json",
      "api-key": authKey.replace("Bearer ", ""),
    },
    body: typeof body === "object" ? JSON.stringify(body) : "{}",
  };

  try {
    const response = await fetch(fetchAPI, payload);
    const jsonResponse = await response.json();
    res.json(jsonResponse);
  } catch (error) {
    res.status(500).send(error.message);
  }
}

async function handleModels(req, res) {
  const data = {
    object: "list",
    data: [],
  };

  for (let key in mapper) {
    data.data.push({
      id: key,
      object: "model",
      created: 1677610602,
      owned_by: "openai",
    });
  }

  res.json(data);
}

app.listen(port, () => {
  console.log(`Server is listening at http://localhost:${port}`);
});

package.json

{
  "dependencies": {
    "cors": "^2.8.5",
    "express": "^4.18.2",
    "node-fetch": "^3.3.1"
  },
  "type": "module"
  
}

package-lock.json

{
  "name": "azure-openai-proxy",
  "lockfileVersion": 3,
  "requires": true,
  "packages": {
    "": {
      "dependencies": {
        "cors": "^2.8.5",
        "express": "^4.18.2",
        "node-fetch": "^3.3.1"
      }
    },
    "node_modules/accepts": {
      "version": "1.3.8",
      "resolved": "https://registry.npmmirror.com/accepts/-/accepts-1.3.8.tgz",
      "integrity": "sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==",
      "dependencies": {
        "mime-types": "~2.1.34",
        "negotiator": "0.6.3"
      },
      "engines": {
        "node": ">= 0.6"
      }
    },
    "node_modules/array-flatten": {
      "version": "1.1.1",
      "resolved": "https://registry.npmmirror.com/array-flatten/-/array-flatten-1.1.1.tgz",
      "integrity": "sha512-PCVAQswWemu6UdxsDFFX/+gVeYqKAod3D3UVm91jHwynguOwAvYPhx8nNlM++NqRcK6CxxpUafjmhIdKiHibqg=="
    },
    "node_modules/body-parser": {
      "version": "1.20.1",
      "resolved": "https://registry.npmmirror.com/body-parser/-/body-parser-1.20.1.tgz",
      "integrity": "sha512-jWi7abTbYwajOytWCQc37VulmWiRae5RyTpaCyDcS5/lMdtwSz5lOpDE67srw/HYe35f1z3fDQw+3txg7gNtWw==",
      "dependencies": {
        "bytes": "3.1.2",
        "content-type": "~1.0.4",
        "debug": "2.6.9",
        "depd": "2.0.0",
        "destroy": "1.2.0",
        "http-errors": "2.0.0",
        "iconv-lite": "0.4.24",
        "on-finished": "2.4.1",
        "qs": "6.11.0",
        "raw-body": "2.5.1",
        "type-is": "~1.6.18",
        "unpipe": "1.0.0"
      },
      "engines": {
        "node": ">= 0.8",
        "npm": "1.2.8000 || >= 1.4.16"
      }
    },
    "node_modules/bytes": {
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      "resolved": "https://registry.npmmirror.com/bytes/-/bytes-3.1.2.tgz",
      "integrity": "sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==",
      "engines": {
        "node": ">= 0.8"
      }
    },
    "node_modules/call-bind": {
      "version": "1.0.2",
      "resolved": "https://registry.npmmirror.com/call-bind/-/call-bind-1.0.2.tgz",
      "integrity": "sha512-7O+FbCihrB5WGbFYesctwmTKae6rOiIzmz1icreWJ+0aA7LJfuqhEso2T9ncpcFtzMQtzXf2QGGueWJGTYsqrA==",
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        "get-intrinsic": "^1.0.2"
      }
    },
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      "integrity": "sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==",
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        "safe-buffer": "5.2.1"
      },
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        "node": ">= 0.6"
      }
    },
    "node_modules/content-type": {
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      "resolved": "https://registry.npmmirror.com/content-type/-/content-type-1.0.5.tgz",
      "integrity": "sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==",
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      "engines": {
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      }
    },
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      "resolved": "https://registry.npmmirror.com/cookie-signature/-/cookie-signature-1.0.6.tgz",
      "integrity": "sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ=="
    },
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      "version": "2.8.5",
      "resolved": "https://registry.npmmirror.com/cors/-/cors-2.8.5.tgz",
      "integrity": "sha512-KIHbLJqu73RGr/hnbrO9uBeixNGuvSQjul/jdFvS/KFSIH1hWVd1ng7zOHx+YrEfInLG7q4n6GHQ9cDtxv/P6g==",
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        "vary": "^1"
      },
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      }
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        "data-uri-to-buffer": "^4.0.0",
        "fetch-blob": "^3.1.4",
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      },
      "engines": {
        "node": "^12.20.0 || ^14.13.1 || >=16.0.0"
      }
    },
    "node_modules/object-assign": {
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      "resolved": "https://registry.npmmirror.com/object-assign/-/object-assign-4.1.1.tgz",
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    },
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      }
    },
    "node_modules/parseurl": {
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      "engines": {
        "node": ">= 0.8"
      }
    },
    "node_modules/path-to-regexp": {
      "version": "0.1.7",
      "resolved": "https://registry.npmmirror.com/path-to-regexp/-/path-to-regexp-0.1.7.tgz",
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    },
    "node_modules/proxy-addr": {
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      "resolved": "https://registry.npmmirror.com/proxy-addr/-/proxy-addr-2.0.7.tgz",
      "integrity": "sha512-llQsMLSUDUPT44jdrU/O37qlnifitDP+ZwrmmZcoSKyLKvtZxpyV0n2/bD/N4tBAAZ/gJEdZU7KMraoK1+XYAg==",
      "dependencies": {
        "forwarded": "0.2.0",
        "ipaddr.js": "1.9.1"
      },
      "engines": {
        "node": ">= 0.10"
      }
    },
    "node_modules/qs": {
      "version": "6.11.0",
      "resolved": "https://registry.npmmirror.com/qs/-/qs-6.11.0.tgz",
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      "dependencies": {
        "side-channel": "^1.0.4"
      },
      "engines": {
        "node": ">=0.6"
      }
    },
    "node_modules/range-parser": {
      "version": "1.2.1",
      "resolved": "https://registry.npmmirror.com/range-parser/-/range-parser-1.2.1.tgz",
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      "engines": {
        "node": ">= 0.6"
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    },
    "node_modules/raw-body": {
      "version": "2.5.1",
      "resolved": "https://registry.npmmirror.com/raw-body/-/raw-body-2.5.1.tgz",
      "integrity": "sha512-qqJBtEyVgS0ZmPGdCFPWJ3FreoqvG4MVQln/kCgF7Olq95IbOp0/BWyMwbdtn4VTvkM8Y7khCQ2Xgk/tcrCXig==",
      "dependencies": {
        "bytes": "3.1.2",
        "http-errors": "2.0.0",
        "iconv-lite": "0.4.24",
        "unpipe": "1.0.0"
      },
      "engines": {
        "node": ">= 0.8"
      }
    },
    "node_modules/safe-buffer": {
      "version": "5.2.1",
      "resolved": "https://registry.npmmirror.com/safe-buffer/-/safe-buffer-5.2.1.tgz",
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    },
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      "version": "2.1.2",
      "resolved": "https://registry.npmmirror.com/safer-buffer/-/safer-buffer-2.1.2.tgz",
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    },
    "node_modules/send": {
      "version": "0.18.0",
      "resolved": "https://registry.npmmirror.com/send/-/send-0.18.0.tgz",
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        "debug": "2.6.9",
        "depd": "2.0.0",
        "destroy": "1.2.0",
        "encodeurl": "~1.0.2",
        "escape-html": "~1.0.3",
        "etag": "~1.8.1",
        "fresh": "0.5.2",
        "http-errors": "2.0.0",
        "mime": "1.6.0",
        "ms": "2.1.3",
        "on-finished": "2.4.1",
        "range-parser": "~1.2.1",
        "statuses": "2.0.1"
      },
      "engines": {
        "node": ">= 0.8.0"
      }
    },
    "node_modules/send/node_modules/ms": {
      "version": "2.1.3",
      "resolved": "https://registry.npmmirror.com/ms/-/ms-2.1.3.tgz",
      "integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="
    },
    "node_modules/serve-static": {
      "version": "1.15.0",
      "resolved": "https://registry.npmmirror.com/serve-static/-/serve-static-1.15.0.tgz",
      "integrity": "sha512-XGuRDNjXUijsUL0vl6nSD7cwURuzEgglbOaFuZM9g3kwDXOWVTck0jLzjPzGD+TazWbboZYu52/9/XPdUgne9g==",
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        "encodeurl": "~1.0.2",
        "escape-html": "~1.0.3",
        "parseurl": "~1.3.3",
        "send": "0.18.0"
      },
      "engines": {
        "node": ">= 0.8.0"
      }
    },
    "node_modules/setprototypeof": {
      "version": "1.2.0",
      "resolved": "https://registry.npmmirror.com/setprototypeof/-/setprototypeof-1.2.0.tgz",
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    },
    "node_modules/side-channel": {
      "version": "1.0.4",
      "resolved": "https://registry.npmmirror.com/side-channel/-/side-channel-1.0.4.tgz",
      "integrity": "sha512-q5XPytqFEIKHkGdiMIrY10mvLRvnQh42/+GoBlFW3b2LXLE2xxJpZFdm94we0BaoV3RwJyGqg5wS7epxTv0Zvw==",
      "dependencies": {
        "call-bind": "^1.0.0",
        "get-intrinsic": "^1.0.2",
        "object-inspect": "^1.9.0"
      }
    },
    "node_modules/statuses": {
      "version": "2.0.1",
      "resolved": "https://registry.npmmirror.com/statuses/-/statuses-2.0.1.tgz",
      "integrity": "sha512-RwNA9Z/7PrK06rYLIzFMlaF+l73iwpzsqRIFgbMLbTcLD6cOao82TaWefPXQvB2fOC4AjuYSEndS7N/mTCbkdQ==",
      "engines": {
        "node": ">= 0.8"
      }
    },
    "node_modules/toidentifier": {
      "version": "1.0.1",
      "resolved": "https://registry.npmmirror.com/toidentifier/-/toidentifier-1.0.1.tgz",
      "integrity": "sha512-o5sSPKEkg/DIQNmH43V0/uerLrpzVedkUh8tGNvaeXpfpuwjKenlSox/2O/BTlZUtEe+JG7s5YhEz608PlAHRA==",
      "engines": {
        "node": ">=0.6"
      }
    },
    "node_modules/type-is": {
      "version": "1.6.18",
      "resolved": "https://registry.npmmirror.com/type-is/-/type-is-1.6.18.tgz",
      "integrity": "sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==",
      "dependencies": {
        "media-typer": "0.3.0",
        "mime-types": "~2.1.24"
      },
      "engines": {
        "node": ">= 0.6"
      }
    },
    "node_modules/unpipe": {
      "version": "1.0.0",
      "resolved": "https://registry.npmmirror.com/unpipe/-/unpipe-1.0.0.tgz",
      "integrity": "sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==",
      "engines": {
        "node": ">= 0.8"
      }
    },
    "node_modules/utils-merge": {
      "version": "1.0.1",
      "resolved": "https://registry.npmmirror.com/utils-merge/-/utils-merge-1.0.1.tgz",
      "integrity": "sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==",
      "engines": {
        "node": ">= 0.4.0"
      }
    },
    "node_modules/vary": {
      "version": "1.1.2",
      "resolved": "https://registry.npmmirror.com/vary/-/vary-1.1.2.tgz",
      "integrity": "sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==",
      "engines": {
        "node": ">= 0.8"
      }
    },
    "node_modules/web-streams-polyfill": {
      "version": "3.2.1",
      "resolved": "https://registry.npmmirror.com/web-streams-polyfill/-/web-streams-polyfill-3.2.1.tgz",
      "integrity": "sha512-e0MO3wdXWKrLbL0DgGnUV7WHVuw9OUvL4hjgnPkIeEvESk74gAITi5G606JtZPp39cd8HA9VQzCIvA49LpPN5Q==",
      "engines": {
        "node": ">= 8"
      }
    }
  }
}

执行以下命令安装依赖

    npm install express cors node-fetch

执行以下命令来启动服务(正式使用环境建议使用pm2等工具以后台运行)

node app.js

这就部署好了,按照调用openai的方式调用azure接口就可以使用了

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