feat: 支持 Gemini 格式请求,并优化日志和配置

This commit is contained in:
yinpeng
2024-12-18 19:54:43 +08:00
parent 1913a3c909
commit d9229cced9
14 changed files with 290 additions and 62 deletions
+71 -42
View File
@@ -3,9 +3,9 @@ import json
import time
import uuid
from typing import Dict, Any, Optional, AsyncGenerator, Union
import openai
from app.core.config import settings
from app.core.logger import get_chat_logger
from app.schemas.gemini_models import GeminiRequest
logger = get_chat_logger()
@@ -195,7 +195,8 @@ class ChatService:
while retries < MAX_RETRIES:
try:
async with httpx.AsyncClient() as client:
timeout = httpx.Timeout(30.0, read=60.0) # 连接超时30秒,读取超时60秒
async with httpx.AsyncClient(timeout=timeout) as client:
stream_url = f"https://generativelanguage.googleapis.com/v1beta/models/{gemini_model}:streamGenerateContent?alt=sse&key={current_api_key}"
async with client.stream("POST", stream_url, json=payload) as response:
if response.status_code != 200:
@@ -207,9 +208,9 @@ class ChatService:
continue
else:
logger.error(
f"Max retries reached. Final error: {response.status_code}"
f"Max retries reached. Final error: {response.status_code}, {error_msg}"
)
yield f"data: {json.dumps({'error': f'API error: {response.status_code}'})}\n\n"
yield f"data: {json.dumps({'error': f'API error: {response.status_code}, {error_msg}'})}\n\n"
return
async for line in response.aiter_lines():
@@ -227,22 +228,34 @@ class ChatService:
yield "data: [DONE]\n\n"
return
except Exception as e:
logger.warning(f"Stream error: {str(e)}, attempting retry {retries + 1}")
except httpx.ReadTimeout:
logger.warning(f"Read timeout occurred, attempting retry {retries + 1}")
if retries < MAX_RETRIES - 1:
current_api_key = await self.key_manager.handle_api_failure(current_api_key)
logger.info(f"Switched to new API key: {current_api_key}")
retries += 1
continue
else:
logger.error(f"Max retries reached. Final error: {str(e)}")
logger.error(f"Max retries reached. Final error: Read timeout")
yield f"data: {json.dumps({'error': 'Read timeout'})}\n\n"
return
except Exception as e:
logger.exception(f"Stream error: {str(e)}, attempting retry {retries + 1}")
if retries < MAX_RETRIES - 1:
current_api_key = await self.key_manager.handle_api_failure(current_api_key)
logger.info(f"Switched to new API key: {current_api_key}")
retries += 1
continue
else:
logger.error(f"Max retries reached. Final error: {e}")
yield f"data: {json.dumps({'error': str(e)})}\n\n"
return
return generate()
else:
try:
async with httpx.AsyncClient() as client:
timeout = httpx.Timeout(30.0, read=60.0) # 连接超时30秒,读取超时60秒
async with httpx.AsyncClient(timeout=timeout) as client:
url = f"https://generativelanguage.googleapis.com/v1beta/models/{gemini_model}:generateContent?key={api_key}"
response = await client.post(url, json=payload)
if response.status_code != 200:
@@ -255,40 +268,6 @@ class ChatService:
logger.error(f"Error in non-stream completion")
raise
# async def _openai_chat_completion(
# self,
# messages: list,
# model: str,
# temperature: float,
# stream: bool,
# api_key: str,
# tools: Optional[list] = None,
# ) -> Union[Dict[str, Any], AsyncGenerator[str, None]]:
# """Handle OpenAI API chat completion"""
# client = openai.OpenAI(api_key=api_key, base_url=self.base_url)
# if tools:
# response = client.chat.completions.create(
# model=model,
# messages=messages,
# temperature=temperature,
# stream=stream,
# tools=tools,
# )
# else:
# response = client.chat.completions.create(
# model=model, messages=messages, temperature=temperature, stream=stream
# )
# if stream:
# async def generate():
# for chunk in response:
# yield f"data: {chunk.model_dump_json()}\n\n"
# return generate()
# return response
def format_code_block(self, code_data: dict) -> str:
"""格式化代码块输出"""
language = code_data.get("language", "").lower()
@@ -301,3 +280,53 @@ class ChatService:
outcome = result_data.get("outcome", "")
output = result_data.get("output", "").strip()
return f"""\n【执行结果】\n> outcome: {outcome}\n\n【输出结果】\n```plaintext\n{output}\n```\n"""
async def generate_content(
self,
model_name: str,
request: GeminiRequest,
api_key: str
) -> dict:
"""调用Gemini API生成内容"""
url = f"{self.base_url}/models/{model_name}:generateContent?key={api_key}"
timeout = httpx.Timeout(30.0, read=60.0) # 连接超时30秒,读取超时60秒
async with httpx.AsyncClient(timeout=timeout) as client:
try:
response = await client.post(url, json=request.model_dump())
if response.status_code == 200:
return response.json()
else:
error_text = response.text
logger.error(f"Error: {response.status_code}")
logger.error(error_text)
raise Exception(f"API request failed with status {response.status_code}: {error_text}")
except Exception as e:
logger.error(f"Request failed: {str(e)}")
raise
async def stream_generate_content(
self,
model_name: str,
request: GeminiRequest,
api_key: str
) -> AsyncGenerator:
"""调用Gemini API流式生成内容"""
url = f"{self.base_url}/models/{model_name}:streamGenerateContent?alt=sse&key={api_key}"
timeout = httpx.Timeout(30.0, read=60.0) # 连接超时30秒,读取超时60秒
async with httpx.AsyncClient(timeout=timeout) as client:
try:
async with client.stream('POST', url, json=request.model_dump()) as response:
if response.status_code != 200:
error_text = response.text
logger.error(f"Error: {response.status_code}")
logger.error(error_text)
raise Exception(f"API request failed with status {response.status_code}: {error_text}")
async for line in response.aiter_lines():
print(line)
yield line + "\n\n"
except Exception as e:
logger.error(f"Streaming request failed: {str(e)}")
raise
+10 -4
View File
@@ -9,21 +9,28 @@ logger = get_model_logger()
class ModelService:
def __init__(self, model_search: list):
self.model_search = model_search
self.base_url = "https://generativelanguage.googleapis.com/v1beta"
def get_gemini_models(self, api_key: str) -> Optional[Dict[str, Any]]:
base_url = "https://generativelanguage.googleapis.com/v1beta"
url = f"{base_url}/models?key={api_key}"
url = f"{self.base_url}/models?key={api_key}"
try:
response = requests.get(url)
if response.status_code == 200:
gemini_models = response.json()
return self.convert_to_openai_models_format(gemini_models)
return gemini_models
else:
logger.error(f"Error: {response.status_code}")
logger.error(response.text)
return None
except requests.RequestException as e:
logger.error(f"Request failed: {e}")
return None
def get_gemini_openai_models(self, api_key: str) -> Optional[Dict[str, Any]]:
try:
gemini_models = self.get_gemini_models(api_key)
return self.convert_to_openai_models_format(gemini_models)
except requests.RequestException as e:
logger.error(f"Request failed: {e}")
return None
@@ -43,7 +50,6 @@ class ModelService:
"permission": [],
"root": model["name"],
"parent": None,
}
openai_format["data"].append(openai_model)