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Update server.py
Browse files
server.py
CHANGED
@@ -1,6 +1,8 @@
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from fastapi import FastAPI
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from pydantic import BaseModel
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from models.transformer.text_generator import TextGenerator
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app = FastAPI()
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@@ -9,6 +11,18 @@ generator = TextGenerator(
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model_name="frantics-bot-model",
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)
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class Message(BaseModel):
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author: str
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@@ -16,16 +30,19 @@ class Message(BaseModel):
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@app.post("/generate")
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def generate_response(
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response = generator.generate_text(
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author=message.author,
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input_str=message.content,
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max_length=100,
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num_return_sequences=1,
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do_sample=True,
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temperature=0.8,
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top_k=100,
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top_p=0.95
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)["generated_texts"][0]
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response = response[:response.find("</s>")]
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return {
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from fastapi import FastAPI, Depends, HTTPException, status
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from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
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from pydantic import BaseModel
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from models.transformer.text_generator import TextGenerator
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import os
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app = FastAPI()
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model_name="frantics-bot-model",
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)
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security = HTTPBearer()
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BEARER_TOKEN = os.environ.get("BEARER_TOKEN")
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async def validate_token(credentials: HTTPAuthorizationCredentials = Depends(security)):
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if credentials.credentials == BEARER_TOKEN:
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raise HTTPException(
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status_code=status.HTTP_401_UNAUTHORIZED,
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detail="Invalid authentication credentials",
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headers={"WWW-Authenticate": "Bearer"},
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)
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class Message(BaseModel):
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author: str
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@app.post("/generate")
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def generate_response(
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message: Message,
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token: str = Depends(validate_token)
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):
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response = generator.generate_text(
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author=message.author,
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input_str=message.content,
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max_length=100,
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num_return_sequences=1,
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do_sample=True,
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temperature=0.8,
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top_k=100,
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top_p=0.95
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)["generated_texts"][0]
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response = response[:response.find("</s>")]
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return {"response": response}
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