app.py

from fastapi import FastAPI
from transformers import pipeline

# Create a new FASTAPI app instance
app = FastAPI()

# Initialize the text generation pipeline
pipe = pipeline("text-generation", model="defog/sqlcoder-7b-2")

@app.get("/")
def home():
    return {"message": "Hello World"}

# Define a function to handle the GET request at '/generate'
@app.get("/generate")
def generate(text: str):
    output = pipe(text, max_new_tokens=50) 
    # Use the pipeline to generate text from the given input text
    
    # Return the generated text in JSON response
    return {"output": output[0]['generated_text']}