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muhammadhasnain100
commited on
Upload 3 files
Browse files- Dockerfile +14 -0
- app.py +54 -0
- requirements.txt +5 -0
Dockerfile
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FROM python:3.9
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RUN useradd -m -u 1000 user
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USER user
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ENV PATH="/home/user/.local/bin:$PATH"
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WORKDIR /app
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COPY --chown=user ./requirements.txt requirements.txt
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RUN pip install --no-cache-dir --upgrade -r requirements.txt
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COPY --chown=user . /app
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# Run the Flask API
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CMD ["python", "app.py"]
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app.py
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from flask import Flask, request, jsonify
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from twilio.twiml.voice_response import VoiceResponse, Gather
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import google.generativeai as genai
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import requests
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# Initialize the Flask app
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app = Flask(__name__)
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# Configure Google Generative AI
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GOOGLE_API_KEY = "AIzaSyAs7z8GwXN-elBeq_mS-NGd..."
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genai.configure(api_key=GOOGLE_API_KEY)
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def generate_answer(question):
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prompt = f"""
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You're a calling agent who asks users if they're at home for their COD delivery
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Question: {question}
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"""
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"""Generate an AI-based answer for a question."""
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model = genai.GenerativeModel(
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'gemini-1.5-flash-001',
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generation_config={"response_mime_type": "application/json"}
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)
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response = model.generate(prompt)
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return response.text
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# Endpoint to handle outbound call interactions
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@app.route("/voice", methods=["POST"])
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def voice_interaction():
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# Get the Twilio POST request data
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incoming_data = request.form
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user_speech = incoming_data.get("SpeechResult", "")
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response = VoiceResponse()
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if "goodbye" in user_speech.lower():
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response.say("Goodbye! Ending the call.")
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return str(response)
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# Generate a response using Generative AI
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try:
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ai_response = generate_answer(user_speech)
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ai_text_response = ai_response.get("text", "I could not generate a response.")
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except Exception as e:
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ai_text_response = "I'm sorry, I encountered an error generating a response."
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# Gather further input from the user
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gather = Gather(input="speech", action="/voice", method="POST")
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gather.say(ai_text_response)
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response.append(gather)
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return str(response)
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if __name__ == "__main__":
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app.run(debug=True)
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requirements.txt
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google-generativeai
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Flask
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twilio
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requests
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