[小技巧] cf-openai-azure-proxy Cloudflare Worker 作为代理,使得支持 OpenAI 的客户端可以直接使用 Azure OpenAI Service
date
May 25, 2023
slug
tip-azure-openai-through-cloudflare
status
Published
summary
小技巧
tags
tip
type
Post
URL
Problem & SummarySolutionScreenshotsjs https://github.com/haibbo/cf-openai-azure-proxy/blob/main/cf-openai-azure-proxy.js
Problem & Summary
- 大多数 OpenAI 客户端不支持 Azure OpenAI Service,但Azure OpenAI Service的申请和绑卡都非常简单,并且还提供了免费的额度。此脚本使用免费的 Cloudflare Worker 作为代理,使得支持 OpenAI 的客户端可以直接使用 Azure OpenAI Service。
- ‣
Solution
- 参考 ‣ 就好,非常清楚
// The name of your Azure OpenAI Resource.
const resourceName="codegpt"
// deployment model mapper
const mapper = {
'gpt-3.5-turbo': 'gpt3',
'gpt-4': 'gpt4'
};
其他的map规则直接按这样的格式续写即可
Screenshots
js https://github.com/haibbo/cf-openai-azure-proxy/blob/main/cf-openai-azure-proxy.js
// The name of your Azure OpenAI Resource.
const resourceName=RESOURCE_NAME
// The deployment name you chose when you deployed the model.
const mapper = {
'gpt-3.5-turbo': DEPLOY_NAME_GPT35,
'gpt-4': DEPLOY_NAME_GPT4
};
const apiVersion="2023-03-15-preview"
addEventListener("fetch", (event) => {
event.respondWith(handleRequest(event.request));
});
async function handleRequest(request) {
if (request.method === 'OPTIONS') {
return handleOPTIONS(request)
}
const url = new URL(request.url);
if (url.pathname === '/v1/chat/completions') {
var path="chat/completions"
} else if (url.pathname === '/v1/completions') {
var path="completions"
} else if (url.pathname === '/v1/models') {
return handleModels(request)
} else {
return new Response('404 Not Found', { status: 404 })
}
let body;
if (request.method === 'POST') {
body = await request.json();
}
const modelName = body?.model;
const deployName = mapper[modelName] || ''
if (deployName === '') {
return new Response('Missing model mapper', {
status: 403
});
}
const fetchAPI = `https://${resourceName}.openai.azure.com/openai/deployments/${deployName}/${path}?api-version=${apiVersion}`
const authKey = request.headers.get('Authorization');
if (!authKey) {
return new Response("Not allowed", {
status: 403
});
}
const payload = {
method: request.method,
headers: {
"Content-Type": "application/json",
"api-key": authKey.replace('Bearer ', ''),
},
body: typeof body === 'object' ? JSON.stringify(body) : '{}',
};
let response = await fetch(fetchAPI, payload);
response = new Response(response.body, response);
response.headers.set("Access-Control-Allow-Origin", "*");
if (body?.stream != true){
return response
}
let { readable, writable } = new TransformStream()
stream(response.body, writable);
return new Response(readable, response);
}
function sleep(ms) {
return new Promise(resolve => setTimeout(resolve, ms));
}
// support printer mode and add newline
async function stream(readable, writable) {
const reader = readable.getReader();
const writer = writable.getWriter();
// const decoder = new TextDecoder();
const encoder = new TextEncoder();
const decoder = new TextDecoder();
// let decodedValue = decoder.decode(value);
const newline = "\n";
const delimiter = "\n\n"
const encodedNewline = encoder.encode(newline);
let buffer = "";
while (true) {
let { value, done } = await reader.read();
if (done) {
break;
}
buffer += decoder.decode(value, { stream: true }); // stream: true is important here,fix the bug of incomplete line
let lines = buffer.split(delimiter);
// Loop through all but the last line, which may be incomplete.
for (let i = 0; i < lines.length - 1; i++) {
await writer.write(encoder.encode(lines[i] + delimiter));
await sleep(30);
}
buffer = lines[lines.length - 1];
}
if (buffer) {
await writer.write(encoder.encode(buffer));
}
await writer.write(encodedNewline)
await writer.close();
}
async function handleModels(request) {
const data = {
"object": "list",
"data": []
};
for (let key in mapper) {
data.data.push({
"id": key,
"object": "model",
"created": 1677610602,
"owned_by": "openai",
"permission": [{
"id": "modelperm-M56FXnG1AsIr3SXq8BYPvXJA",
"object": "model_permission",
"created": 1679602088,
"allow_create_engine": false,
"allow_sampling": true,
"allow_logprobs": true,
"allow_search_indices": false,
"allow_view": true,
"allow_fine_tuning": false,
"organization": "*",
"group": null,
"is_blocking": false
}],
"root": key,
"parent": null
});
}
const json = JSON.stringify(data, null, 2);
return new Response(json, {
headers: { 'Content-Type': 'application/json' },
});
}
async function handleOPTIONS(request) {
return new Response(null, {
headers: {
'Access-Control-Allow-Origin': '*',
'Access-Control-Allow-Methods': '*',
'Access-Control-Allow-Headers': '*'
}
})
}