RAG / app.py
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import logging
import os
from flask import Flask, render_template, request, jsonify
from flask_cors import CORS
import worker # Import the worker module
# Initialize Flask app and CORS
app = Flask(__name__)
cors = CORS(app, resources={r"/*": {"origins": "*"}})
app.logger.setLevel(logging.ERROR)
# Ensure worker is initialized
worker.init_llm()
# Create an uploads directory if it doesn't exist
UPLOAD_FOLDER = "./uploads"
os.makedirs(UPLOAD_FOLDER, exist_ok=True)
# Define the route for the index page
@app.route('/', methods=['GET'])
def index():
return render_template('index.html') # Render the index.html template
# Define the route for processing messages
@app.route('/process-message', methods=['POST'])
def process_message_route():
user_message = request.json.get('userMessage', '') # Extract the user's message from the request
if not user_message:
return jsonify({"botResponse": "Please enter a valid message."}), 400
bot_response = worker.process_prompt(user_message) # Process the user's message using the worker module
# Return the bot's response as JSON
return jsonify({"botResponse": bot_response}), 200
# Define the route for processing documents
@app.route('/process-document', methods=['POST'])
def process_document_route():
# Check if a file was uploaded
if 'file' not in request.files:
return jsonify({
"botResponse": "It seems like the file was not uploaded correctly. Please try again."
}), 400
file = request.files['file'] # Extract the uploaded file from the request
file_path = os.path.join(UPLOAD_FOLDER, file.filename) # Save file in the uploads directory
file.save(file_path) # Save the file
worker.process_document(file_path) # Process the document using the worker module
# Return a success message as JSON
return jsonify({
"botResponse": "Thank you for providing your PDF document. I have analyzed it, so now you can ask me any "
"questions regarding it!"
}), 200
# Run the Flask app
if __name__ == "__main__":
app.run(debug=True, port=8000, host='0.0.0.0')