Update app.py

app.py

@@ -2,20 +2,11 @@ from flask import Flask, request
 from twilio.twiml.messaging_response import MessagingResponse
 from twilio.rest import Client
 import os 
-import shutil
-from other_function import ConversationBufferMemory,generate_response,get_weather,get_rates,get_news,convert_img,predict_disease,predict_pest, download_and_save_as_txt,respond_pdf,extract_text_from_image,booktask,return_bookdata
-from bs4 import BeautifulSoup
+from mistralai import Mistral
+
 import requests
 from requests.auth import HTTPBasicAuth
-from PIL import Image
-from io import BytesIO
-import pandas as pd
-from urllib.parse import urlparse
-from pypdf import PdfReader
-from ai71 import AI71
-import uuid
-from inference_sdk import InferenceHTTPClient
-import base64
+
 
 app = Flask(__name__)
 UPLOAD_FOLDER = '/code/uploads'
@@ -37,9 +28,23 @@ Answer the question based only on the following context:
 ---
 Answer the question based on the above context: {question}
 """
+model = "mistral-large-latest"
+api_key='xQ2Zhfsp4cLar4lvBRDWZKljvp0Ej427'
 
+client = Mistral(api_key=api_key)
 
-
+def generate_response(query,chat_history):
+    
+    chat_response = client.chat.complete(
+        model= model,
+        messages = [
+            {
+                "role": "user",
+                "content": f"{query}? provide response within 2 sentence",
+            },
+        ]
+    )
+    return chat_response.choices[0].message.content
 @app.route('/whatsapp', methods=['POST'])
 def whatsapp_webhook():
     global bookdata