Rename app.py to package-lock.json
Browse files- app.py +0 -271
- package-lock.json +463 -0
app.py
DELETED
@@ -1,271 +0,0 @@
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import os
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import time
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import json
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import grpc
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import asyncio
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from typing import List, Optional
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from fastapi import FastAPI, HTTPException, Request
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from fastapi.responses import JSONResponse, StreamingResponse
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from pydantic import BaseModel
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from dotenv import load_dotenv
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from grpc_tools import protoc
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from grpc._channel import _MultiThreadedRendezvous
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import re
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import importlib
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from google.protobuf.json_format import MessageToDict
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import uuid
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# 加载环境变量
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load_dotenv()
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# 配置类
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class Config:
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def __init__(self):
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self.API_PREFIX = os.getenv('API_PREFIX', '/')
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self.API_KEY = os.getenv('API_KEY', '')
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self.MAX_RETRY_COUNT = int(os.getenv('MAX_RETRY_COUNT', 3))
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self.RETRY_DELAY = int(os.getenv('RETRY_DELAY', 5000))
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self.COMMON_GRPC = 'runtime-native-io-vertex-inference-grpc-service-lmuw6mcn3q-ul.a.run.app'
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self.COMMON_PROTO = 'protos/VertexInferenceService.proto'
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self.GPT_GRPC = 'runtime-native-io-gpt-inference-grpc-service-lmuw6mcn3q-ul.a.run.app'
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self.GPT_PROTO = 'protos/GPTInferenceService.proto'
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self.PORT = int(os.getenv('PORT', 8787))
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self.SUPPORTED_MODELS = [
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"gpt-4o-mini", "gpt-4o", "gpt-4-turbo", "gpt-4", "gpt-3.5-turbo",
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"claude-3-sonnet@20240229", "claude-3-opus@20240229", "claude-3-haiku@20240307",
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"claude-3-5-sonnet@20240620", "gemini-1.5-flash", "gemini-1.5-pro",
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"chat-bison", "codechat-bison"
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]
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def is_valid_model(self, model):
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regex_input = r'^(claude-3-(5-sonnet|haiku|sonnet|opus))-(\d{8})$'
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match_input = re.match(regex_input, model)
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normalized_model = f"{match_input.group(1)}@{match_input.group(3)}" if match_input else model
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return normalized_model in self.SUPPORTED_MODELS
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# gRPC处理类
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class GRPCHandler:
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def __init__(self, proto_file):
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self.proto_file = proto_file
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self._compile_proto()
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self._load_proto()
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def _compile_proto(self):
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proto_dir = os.path.dirname(self.proto_file)
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proto_file = os.path.basename(self.proto_file)
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protoc.main((
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'',
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f'-I{proto_dir}',
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f'--python_out=.',
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f'--grpc_python_out=.',
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os.path.join(proto_dir, proto_file)
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))
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def _load_proto(self):
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module_name = os.path.splitext(os.path.basename(self.proto_file))[0]
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grpc_module = importlib.import_module(f"{module_name}_pb2_grpc")
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pb2_module = importlib.import_module(f"{module_name}_pb2")
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if 'GPT' in module_name:
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self.stub_class = getattr(grpc_module, "GPTInferenceServiceStub")
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else:
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self.stub_class = getattr(grpc_module, "VertexInferenceServiceStub")
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self.requests_class = getattr(pb2_module, "Requests")
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self.response_class = getattr(pb2_module, "Response")
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self.messages_class = getattr(pb2_module, "Messages")
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self.args_class = getattr(pb2_module, "Args")
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def _build_request(self, model, content, rules, temperature, top_p):
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messages = self.messages_class(unknown=1, message=content)
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args = self.args_class(messages=messages, rules=rules)
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return self.requests_class(
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models=model,
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args=args
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)
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async def grpc_to_pieces(self, model, content, rules, temperature, top_p):
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metadata = [
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('user-agent', 'dart-grpc/2.0.0')
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]
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channel = grpc.aio.secure_channel(
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config.COMMON_GRPC,
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grpc.ssl_channel_credentials()
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)
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stub = self.stub_class(channel)
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try:
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request = self._build_request(model, content, rules, temperature, top_p)
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print(f"Sending request: {request}") # 记录发送的请求
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response = await stub.Predict(request, metadata=metadata)
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print(f"Received response: {response}") # 记录接收到的响应
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result = self._process_response(response, model)
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print(f"Processed result: {result}") # 记录处理后的结果
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return result
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except grpc.RpcError as e:
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print(f"RPC failed: {e}")
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return {"error": str(e)}
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finally:
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await channel.close()
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async def grpc_to_pieces_stream(self, model, content, rules, temperature, top_p):
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metadata = [
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('user-agent', 'dart-grpc/2.0.0')
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]
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channel = grpc.aio.secure_channel(
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config.COMMON_GRPC,
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grpc.ssl_channel_credentials()
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)
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stub = self.stub_class(channel)
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try:
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request = self._build_request(model, content, rules, temperature, top_p)
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async for response in stub.PredictWithStream(request, metadata=metadata):
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result = self._process_stream_response(response, model)
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if result:
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yield f"data: {json.dumps(result)}\n\n"
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except grpc.RpcError as e:
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print(f"Stream RPC failed: {e}")
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yield f"data: {json.dumps({'error': str(e)})}\n\n"
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finally:
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await channel.close()
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def _process_response(self, response, model):
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response_dict = MessageToDict(response)
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print(f"Response dict: {response_dict}") # 记录转换后的响应字典
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message = response_dict.get('args', {}).get('args', {}).get('args', {}).get('message', '')
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print(f"Extracted message: {message}") # 记录提取的消息
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return chat_completion_with_model(message, model)
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def _process_stream_response(self, response, model):
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response_dict = MessageToDict(response)
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return chat_completion_stream_with_model(response_dict.get('args', {}).get('args', {}).get('args', {}).get('message', ''), model)
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# 工具函数
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def messages_process(messages):
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rules = ''
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message = ''
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for msg in messages:
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role = msg.role
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content = msg.content
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if isinstance(content, list):
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content = ''.join([item.get('text', '') for item in content if item.get('text')])
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if role == 'system':
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rules += f"system:{content};\r\n"
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elif role in ['user', 'assistant']:
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message += f"{role}:{content};\r\n"
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return rules, message
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def chat_completion_with_model(message, model):
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# 处理消息并创建响应
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response = {
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"id": "chatcmpl-" + str(uuid.uuid4()),
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"object": "chat.completion",
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"created": int(time.time()),
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"model": model,
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"usage": {
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"prompt_tokens": 0,
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"completion_tokens": 0,
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"total_tokens": 0
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},
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"choices": [
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{
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"message": {
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"role": "assistant",
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"content": message
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},
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"finish_reason": "stop",
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"index": 0
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}
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]
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}
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print(f"Final response: {response}") # 记录最终的响应
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return response
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def chat_completion_stream_with_model(text: str, model: str):
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return {
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"id": "chatcmpl-Nekohy",
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"object": "chat.completion.chunk",
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"created": 0,
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"model": model,
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"choices": [
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{
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"index": 0,
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"delta": {
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"content": text,
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},
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"finish_reason": None,
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},
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],
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}
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# 初始化配置
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config = Config()
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# 初始化 FastAPI 应用
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app = FastAPI()
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# 定义请求模型
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class ChatMessage(BaseModel):
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role: str
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content: str
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class ChatCompletionRequest(BaseModel):
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model: str
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messages: List[ChatMessage]
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stream: Optional[bool] = False
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temperature: Optional[float] = None
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top_p: Optional[float] = None
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# 路由定义
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@app.get("/")
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async def root():
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return {"message": "API 服务运行中~"}
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@app.get("/ping")
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async def ping():
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return {"message": "pong"}
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@app.get(config.API_PREFIX + "/v1/models")
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async def list_models():
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with open('cloud_model.json', 'r') as f:
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cloud_models = json.load(f)
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models = [
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{"id": model["unique"], "object": "model", "owned_by": "pieces-os"}
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for model in cloud_models["iterable"]
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]
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return JSONResponse({
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"object": "list",
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"data": models
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})
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@app.post(config.API_PREFIX + "/v1/chat/completions")
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async def chat_completions(request: ChatCompletionRequest):
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proto_file = config.GPT_PROTO if request.model.startswith('gpt') else config.COMMON_PROTO
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grpc_handler = GRPCHandler(proto_file)
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if request.stream:
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return StreamingResponse(
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grpc_handler.grpc_to_pieces_stream(
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request.model, content, rules, request.temperature, request.top_p
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),
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media_type="text/event-stream"
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)
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else:
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response = await grpc_handler.grpc_to_pieces(
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request.model, content, rules, request.temperature, request.top_p
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)
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return JSONResponse(content=response)
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result = await grpc_handler.grpc_to_pieces(request.model, content, rules, request.temperature, request.top_p)
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print(f"Response content: {result}") # 添加这行来记录响应内容
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return JSONResponse(content=result)
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if __name__ == "__main__":
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=config.PORT)
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package-lock.json
ADDED
@@ -0,0 +1,463 @@
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