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text2text_Docker

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f6c42f2 verified 7 months ago

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from fastapi import FastAPI
from transformers import pipeline

app = FastAPI()

pipeline = pipeline("text2text-generation", model="google/flan-t5-small")

@app.get("/")
def home():
    return {"message": "Welcome to the Text Generation API!"}

@app.get("/generate")
def generate(text: str):
    output = pipeline(text)

    return {"generated_text": output[0]['generated_text']}

	from fastapi import FastAPI
	from transformers import pipeline

	app = FastAPI()

	pipeline = pipeline("text2text-generation", model="google/flan-t5-small")

	@app.get("/")
	def home():
	return {"message": "Welcome to the Text Generation API!"}

	@app.get("/generate")
	def generate(text: str):
	output = pipeline(text)

	return {"generated_text": output[0]['generated_text']}