Update app.py
Browse files
app.py
CHANGED
@@ -1,25 +1,12 @@
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from pydantic import BaseModel
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from fastapi.middleware.cors import CORSMiddleware
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from happytransformer import HappyTextToText, TTSettings
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from fastapi import FastAPI
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app = FastAPI()
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class Generate(BaseModel):
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text:str
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def generate_text(prompt: str):
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if prompt == "":
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return {"detail": "Please provide a prompt."}
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else:
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happy_tt = HappyTextToText("T5", "vennify/t5-base-grammar-correction")
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args = TTSettings(num_beams=5, min_length=1, max_length=100000)
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result = happy_tt.generate_text(f"grammar: {prompt}", args=args)
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return result.text
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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@@ -28,10 +15,23 @@ app.add_middleware(
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allow_headers=["*"],
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)
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@app.get("/", tags=["Home"])
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def api_home():
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return {'detail': 'Welcome to FastAPI TextGen Tutorial!'}
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@app.post("/api/generate",
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def inference(
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return generate_text(prompt
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from pydantic import BaseModel
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi import FastAPI, HTTPException
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from happytransformer import HappyTextToText, TTSettings
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app = FastAPI()
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# Enable CORS
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_headers=["*"],
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)
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class GenerateInput(BaseModel):
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prompt: str
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happy_tt = HappyTextToText("T5", "vennify/t5-base-grammar-correction")
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args = TTSettings(num_beams=5, min_length=1, max_length=100000)
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def generate_text(prompt: str):
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if not prompt.strip():
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raise HTTPException(status_code=400, detail="Please provide a non-empty prompt.")
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result = happy_tt.generate_text(f"grammar: {prompt}", args=args)
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return result.text
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@app.get("/", tags=["Home"])
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def api_home():
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return {'detail': 'Welcome to FastAPI TextGen Tutorial!'}
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@app.post("/api/generate", tags=["Generate"])
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def inference(data: GenerateInput):
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return generate_text(data.prompt)
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