main.py

try: from pip._internal.operations import freeze
except ImportError: # pip < 10.0
    from pip.operations import freeze

pkgs = freeze.freeze()
for pkg in pkgs: print(pkg)
import os 
from fastapi import FastAPI, HTTPException, File, UploadFile
from fastapi.middleware.cors import CORSMiddleware
from PyPDF2 import PdfReader


import google.generativeai as genai
import json

secret = os.environ["key"]
genai.configure(api_key=secret)
model_vision = genai.GenerativeModel('gemini-pro-vision')
model_text = genai.GenerativeModel('gemini-pro')

app = FastAPI()

app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"],
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)

@app.post("/get_ocr_data/")
async def get_data(pdf: UploadFile = File(...)):
    try:
        # Read PDF file using PyPDF2
        pdf_reader = PdfReader(pdf.file)
        text = ""
        
        # Extract text from each page
        for page in pdf_reader.pages:
            text += page.extract_text()

        # call gemini to get required data extracted text
        prompt = f"""this is cv data : {text.strip()} 
         i want only 

         fisrtname,lastname,contact number,total years of experince,linkdn link,experinece,skils 

         in json format only"""
        
        response = model_text.generate_content(prompt)
        data = json.loads(response.text.replace("```json","").replace("```",""))
        return {"data":data}

    except Exception as e:
        raise HTTPException(status_code=500, detail=f"Error processing PDF: {str(e)}")