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Husnain
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•
bfd6e9c
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Parent(s):
687103e
💎 [Feature] Enable gpt-3.5 in chat_api
Browse files- apis/chat_api.py +31 -25
apis/chat_api.py
CHANGED
@@ -12,21 +12,24 @@ from fastapi.responses import HTMLResponse
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from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
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from pydantic import BaseModel, Field
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from sse_starlette.sse import EventSourceResponse, ServerSentEvent
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from messagers.message_composer import MessageComposer
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from mocks.stream_chat_mocker import stream_chat_mock
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from networks.
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from
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from constants.models import AVAILABLE_MODELS_DICTS
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class ChatAPIApp:
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def __init__(self):
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self.app = FastAPI(
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docs_url="/",
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title="
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swagger_ui_parameters={"defaultModelsExpandDepth": -1},
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version="
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)
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self.setup_routes()
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@@ -86,19 +89,22 @@ class ChatAPIApp:
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def chat_completions(
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self, item: ChatCompletionsPostItem, api_key: str = Depends(extract_api_key)
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):
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if item.stream:
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event_source_response = EventSourceResponse(
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streamer.chat_return_generator(stream_response),
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@@ -152,17 +158,17 @@ class ArgParser(argparse.ArgumentParser):
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self.add_argument(
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"-s",
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"--
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type=str,
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default="
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help="
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)
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self.add_argument(
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"-p",
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"--port",
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type=int,
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default=
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help="
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)
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self.add_argument(
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@@ -181,9 +187,9 @@ app = ChatAPIApp().app
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if __name__ == "__main__":
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args = ArgParser().args
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if args.dev:
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uvicorn.run("__main__:app", host=args.
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else:
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uvicorn.run("__main__:app", host=args.
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# python -m apis.chat_api # [Docker] on product mode
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# python -m apis.chat_api -d # [Dev] on develop mode
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from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
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from pydantic import BaseModel, Field
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from sse_starlette.sse import EventSourceResponse, ServerSentEvent
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from tclogger import logger
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from constants.models import AVAILABLE_MODELS_DICTS
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from constants.envs import CONFIG
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from messagers.message_composer import MessageComposer
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from mocks.stream_chat_mocker import stream_chat_mock
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from networks.huggingface_streamer import HuggingfaceStreamer
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from networks.openai_streamer import OpenaiStreamer
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class ChatAPIApp:
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def __init__(self):
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self.app = FastAPI(
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docs_url="/",
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title=CONFIG["app_name"],
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swagger_ui_parameters={"defaultModelsExpandDepth": -1},
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version=CONFIG["version"],
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)
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self.setup_routes()
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def chat_completions(
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self, item: ChatCompletionsPostItem, api_key: str = Depends(extract_api_key)
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):
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if item.model == "gpt-3.5":
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streamer = OpenaiStreamer()
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stream_response = streamer.chat_response(messages=item.messages)
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else:
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streamer = HuggingfaceStreamer(model=item.model)
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composer = MessageComposer(model=item.model)
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composer.merge(messages=item.messages)
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stream_response = streamer.chat_response(
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prompt=composer.merged_str,
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temperature=item.temperature,
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top_p=item.top_p,
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max_new_tokens=item.max_tokens,
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api_key=api_key,
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use_cache=item.use_cache,
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)
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if item.stream:
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event_source_response = EventSourceResponse(
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streamer.chat_return_generator(stream_response),
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self.add_argument(
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"-s",
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"--host",
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type=str,
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default=CONFIG["host"],
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help=f"Host for {CONFIG['app_name']}",
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)
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self.add_argument(
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"-p",
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"--port",
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type=int,
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default=CONFIG["port"],
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help=f"Port for {CONFIG['app_name']}",
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)
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self.add_argument(
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if __name__ == "__main__":
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args = ArgParser().args
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if args.dev:
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uvicorn.run("__main__:app", host=args.host, port=args.port, reload=True)
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else:
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uvicorn.run("__main__:app", host=args.host, port=args.port, reload=False)
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# python -m apis.chat_api # [Docker] on product mode
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# python -m apis.chat_api -d # [Dev] on develop mode
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