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": {
"version": "3.1.2",
"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==",
"dependencies": {
"function-bind": "^1.1.1",
"get-intrinsic": "^1.0.2"
}
},
"node_modules/content-disposition": {
"version": "0.5.4",
"resolved": "https://registry.npmmirror.com/content-disposition/-/content-disposition-0.5.4.tgz",
"integrity": "sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==",
"dependencies": {
"safe-buffer": "5.2.1"
},
"engines": {
"node": ">= 0.6"
}
},
"node_modules/content-type": {
"version": "1.0.5",
"resolved": "https://registry.npmmirror.com/content-type/-/content-type-1.0.5.tgz",
"integrity": "sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==",
"engines": {
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}
},
"node_modules/cookie": {
"version": "0.5.0",
"resolved": "https://registry.npmmirror.com/cookie/-/cookie-0.5.0.tgz",
"integrity": "sha512-YZ3GUyn/o8gfKJlnlX7g7xq4gyO6OSuhGPKaaGssGB2qgDUS0gPgtTvoyZLTt9Ab6dC4hfc9dV5arkvc/OCmrw==",
"engines": {
"node": ">= 0.6"
}
},
"node_modules/cookie-signature": {
"version": "1.0.6",
"resolved": "https://registry.npmmirror.com/cookie-signature/-/cookie-signature-1.0.6.tgz",
"integrity": "sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ=="
},
"node_modules/cors": {
"version": "2.8.5",
"resolved": "https://registry.npmmirror.com/cors/-/cors-2.8.5.tgz",
"integrity": "sha512-KIHbLJqu73RGr/hnbrO9uBeixNGuvSQjul/jdFvS/KFSIH1hWVd1ng7zOHx+YrEfInLG7q4n6GHQ9cDtxv/P6g==",
"dependencies": {
"object-assign": "^4",
"vary": "^1"
},
"engines": {
"node": ">= 0.10"
}
},
"node_modules/data-uri-to-buffer": {
"version": "4.0.1",
"resolved": "https://registry.npmmirror.com/data-uri-to-buffer/-/data-uri-to-buffer-4.0.1.tgz",
"integrity": "sha512-0R9ikRb668HB7QDxT1vkpuUBtqc53YyAwMwGeUFKRojY/NWKvdZ+9UYtRfGmhqNbRkTSVpMbmyhXipFFv2cb/A==",
"engines": {
"node": ">= 12"
}
},
"node_modules/debug": {
"version": "2.6.9",
"resolved": "https://registry.npmmirror.com/debug/-/debug-2.6.9.tgz",
"integrity": "sha512-bC7ElrdJaJnPbAP+1EotYvqZsb3ecl5wi6Bfi6BJTUcNowp6cvspg0jXznRTKDjm/E7AdgFBVeAPVMNcKGsHMA==",
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}
},
"node_modules/depd": {
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"resolved": "https://registry.npmmirror.com/depd/-/depd-2.0.0.tgz",
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}
},
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"node_modules/express": {
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"integrity": "sha512-5/PsL6iGPdfQ/lKM1UuielYgv3BUoJfz1aUwU9vHZ+J7gyvwdQXFEBIEIaxeGf0GIcreATNyBExtalisDbuMqQ==",
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"array-flatten": "1.1.1",
"body-parser": "1.20.1",
"content-disposition": "0.5.4",
"content-type": "~1.0.4",
"cookie": "0.5.0",
"cookie-signature": "1.0.6",
"debug": "2.6.9",
"depd": "2.0.0",
"encodeurl": "~1.0.2",
"escape-html": "~1.0.3",
"etag": "~1.8.1",
"finalhandler": "1.2.0",
"fresh": "0.5.2",
"http-errors": "2.0.0",
"merge-descriptors": "1.0.1",
"methods": "~1.1.2",
"on-finished": "2.4.1",
"parseurl": "~1.3.3",
"path-to-regexp": "0.1.7",
"proxy-addr": "~2.0.7",
"qs": "6.11.0",
"range-parser": "~1.2.1",
"safe-buffer": "5.2.1",
"send": "0.18.0",
"serve-static": "1.15.0",
"setprototypeof": "1.2.0",
"statuses": "2.0.1",
"type-is": "~1.6.18",
"utils-merge": "1.0.1",
"vary": "~1.1.2"
},
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}
},
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},
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}
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"statuses": "2.0.1",
"unpipe": "~1.0.0"
},
"engines": {
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}
},
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}
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"mime": "cli.js"
},
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}
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}
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"node_modules/statuses": {
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},
"node_modules/toidentifier": {
"version": "1.0.1",
"resolved": "https://registry.npmmirror.com/toidentifier/-/toidentifier-1.0.1.tgz",
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},
"node_modules/type-is": {
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"resolved": "https://registry.npmmirror.com/type-is/-/type-is-1.6.18.tgz",
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}
},
"node_modules/unpipe": {
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},
"node_modules/utils-merge": {
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"resolved": "https://registry.npmmirror.com/utils-merge/-/utils-merge-1.0.1.tgz",
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"engines": {
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},
"node_modules/vary": {
"version": "1.1.2",
"resolved": "https://registry.npmmirror.com/vary/-/vary-1.1.2.tgz",
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"engines": {
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},
"node_modules/web-streams-polyfill": {
"version": "3.2.1",
"resolved": "https://registry.npmmirror.com/web-streams-polyfill/-/web-streams-polyfill-3.2.1.tgz",
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"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
- 接口地址为：http://localhost:3000/v1/chat/completions
- key输入azure的密钥
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