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Update main.py
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main.py
CHANGED
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@@ -4,6 +4,7 @@ import asyncio
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import requests
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from fastapi import FastAPI, HTTPException
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import openai
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# Initialize FastAPI app
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@@ -19,6 +20,199 @@ AUTH_HEADERS = {
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'Authorization': 'Bearer eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJhdWQiOiIxIiwianRpIjoiYjczMDAxYzMyMTE1ZGIyNTY4ODUzMTg2OWVjMzUwNTdjZmE3YTJmN2I3ZWZjMjQzNjdmZTA2ZTk4ZjY4ZjMwMTE0ZTIzOGUwY2I0ZmQ0YjIiLCJpYXQiOjE3MzA3ODIxNjEuMjkyNDM0LCJuYmYiOjE3MzA3ODIxNjEuMjkyNDM3LCJleHAiOjQ4ODY0NTU3NjEuMDc2ODExLCJzdWIiOiIxIiwic2NvcGVzIjpbXX0.I4wGFzoepmAC2RaADetE95BdbY4AYPUfUouFepVthZq_KewQLoYEiYMmxErgAOvYDL9IdhTg8pHm3KtCjtfF79Toigvzl-4RIYE9qwavVYabUaIMtxdkvLmzC2uSSxNkQ-Jx4ZsEVt34NpMMZ6ZsMsgszkreed_s7i5I6ek6T2-p9cZYPpFfGhlRIrgAhOL1yZe0t5HQMM7P1cULB7IMb3s0fvwLNBimPC4Iznick5o2lWO6KcubsKSAMyPwBaCQhjGTKd0eJCde1IvL8mEaMvhu8v853AIDSiBsC83hjK41hPAaiBHeev1JjdDhEd6_qO9dpucKaGCqYiVfBFH_pgnynErmhKlPEIz7sZlBWz8zxISDW5PRo9d-jXRP-A31W76Q3H-ZKfnam0D8yYFY0EIZHhvgvZUl3r0dR4PRh7PYlNZgnyfAcAYmK9Bektjbbx5RuzH6gtT9hLQrxYiQNg0irCNwgTYnuQ4AjPA3BpZuOfWtygeDZKgv1gnveTzMJG7T6s95k8yNSNT1_OfRQONPX8LBasRwZWCGkWj7fopO6K8gcrEU5FIpql0UviwGJOTZeFmqwWJ1AIcOM0MHWNp--Y8evHrvuNGk3SDcjBcvhF58I2Hd5F4MefN_ZB9N7oxUUDBYbxnTH6SN7Wx-VsluEOlf9ShfBNvHZaUi61E'
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}
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# Helper function to get the order ID from the waybill number
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def get_order_id(waybill_no):
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url = f"https://dev3.api.curfox.parallaxtec.com/api/ml/order/{waybill_no}"
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@@ -57,9 +251,15 @@ def ask_openai(messages):
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response = openai.ChatCompletion.create(model="gpt-4o-mini", messages=messages)
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return response.choices[0].message['content']
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# Main endpoint to handle user queries
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-
@app.post("/
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async def process_query(query: str
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# Initial message to check for waybill number in the query
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messages = [
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{"role": "system", "content": "You are a helpful assistant for Curfox delivery system."},
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@@ -91,12 +291,26 @@ async def process_query(query: str):
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{"role": "system", "content": "You are a helpful assistant for Curfox delivery system."},
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{"role": "user", "content": f"Answer based on the provided data only. Data: {full_data}. User query: {query}"}
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]
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else:
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# Start the FastAPI app
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# Run the app on Colab using Uvicorn
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# import uvicorn
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import requests
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from fastapi import FastAPI, HTTPException
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import openai
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from typing import Optional
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# Initialize FastAPI app
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'Authorization': 'Bearer eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJhdWQiOiIxIiwianRpIjoiYjczMDAxYzMyMTE1ZGIyNTY4ODUzMTg2OWVjMzUwNTdjZmE3YTJmN2I3ZWZjMjQzNjdmZTA2ZTk4ZjY4ZjMwMTE0ZTIzOGUwY2I0ZmQ0YjIiLCJpYXQiOjE3MzA3ODIxNjEuMjkyNDM0LCJuYmYiOjE3MzA3ODIxNjEuMjkyNDM3LCJleHAiOjQ4ODY0NTU3NjEuMDc2ODExLCJzdWIiOiIxIiwic2NvcGVzIjpbXX0.I4wGFzoepmAC2RaADetE95BdbY4AYPUfUouFepVthZq_KewQLoYEiYMmxErgAOvYDL9IdhTg8pHm3KtCjtfF79Toigvzl-4RIYE9qwavVYabUaIMtxdkvLmzC2uSSxNkQ-Jx4ZsEVt34NpMMZ6ZsMsgszkreed_s7i5I6ek6T2-p9cZYPpFfGhlRIrgAhOL1yZe0t5HQMM7P1cULB7IMb3s0fvwLNBimPC4Iznick5o2lWO6KcubsKSAMyPwBaCQhjGTKd0eJCde1IvL8mEaMvhu8v853AIDSiBsC83hjK41hPAaiBHeev1JjdDhEd6_qO9dpucKaGCqYiVfBFH_pgnynErmhKlPEIz7sZlBWz8zxISDW5PRo9d-jXRP-A31W76Q3H-ZKfnam0D8yYFY0EIZHhvgvZUl3r0dR4PRh7PYlNZgnyfAcAYmK9Bektjbbx5RuzH6gtT9hLQrxYiQNg0irCNwgTYnuQ4AjPA3BpZuOfWtygeDZKgv1gnveTzMJG7T6s95k8yNSNT1_OfRQONPX8LBasRwZWCGkWj7fopO6K8gcrEU5FIpql0UviwGJOTZeFmqwWJ1AIcOM0MHWNp--Y8evHrvuNGk3SDcjBcvhF58I2Hd5F4MefN_ZB9N7oxUUDBYbxnTH6SN7Wx-VsluEOlf9ShfBNvHZaUi61E'
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}
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#db managments section
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#get all data
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import mysql.connector
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from datetime import datetime
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# Define the connection parameters
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host = "68.183.225.237"
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user = "sm_ml"
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password = "Fz6/I733"
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database = "sm_qa_1"
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def delete_tread(tread_id_to_delete):
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# Connect to the database
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connection_load_chat = mysql.connector.connect(
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host=host,
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user=user,
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password=password,
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database=database
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)
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cursor = connection_load_chat.cursor()
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# SQL query to delete a row from curfox_chat based on the tread ID
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delete_query = "DELETE FROM curfox_chat WHERE tread = %s"
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# Specify the thread ID to delete
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#tread_id_to_delete = 1
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# Execute the delete query
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cursor.execute(delete_query, (tread_id_to_delete,))
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# Commit the transaction
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connection_load_chat.commit()
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print(f"Thread ID {tread_id_to_delete} deleted successfully.")
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# Close the cursor and connection
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cursor.close()
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connection_load_chat.close()
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return {message":f"Thread ID {tread_id_to_delete} deleted successfully."}
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def get_treadlist_of_user(user_name):
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# Connect to the database
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connection_load_chat = mysql.connector.connect(
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host=host,
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user=user,
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password=password,
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database=database
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)
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cursor = connection_load_chat.cursor()
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user_name = 'John Doe'
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# SQL query to select all columns from curfox_chat
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select_query = f"SELECT * FROM curfox_chat WHERE user_name='{user_name}'"
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# Execute the select query
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cursor.execute(select_query)
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# Fetching all rows from the result
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rows = cursor.fetchall()
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# Close the cursor and connection
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cursor.close()
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connection_load_chat.close()
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import json
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# Displaying the chat data
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tread_list = []
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for row in rows:
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try:
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js = json.loads(f'[{row[2]}]')
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tread_list.append({"user_name":row[0],
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"thread_id":row[1],
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"chat_title":js[0]['user']['message']
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})
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except:
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pass
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return {"tread_list":tread_list,"message":"done"}
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def get_thread_chats(thread_id):
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# Connect to the database
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connection_load_chat = mysql.connector.connect(
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host=host,
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user=user,
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password=password,
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database=database
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)
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cursor = connection_load_chat.cursor()
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# SQL query to select all columns from curfox_chat
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select_query = f"SELECT * FROM curfox_chat WHERE tread={thread_id}"
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# Execute the select query
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cursor.execute(select_query)
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# Fetching all rows from the result
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rows = cursor.fetchall()
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# Close the cursor and connection
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cursor.close()
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connection_load_chat.close()
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import json
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# Displaying the chat data
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for row in rows:
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js = json.loads(f'[{row[2]}]')
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return ({"user_name":row[0],
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"thread_id":row[1],
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"chat_title":js[0]['user']['message'],
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"chat_list":js})
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def insert_newchat(user_name,user_message,bot_message):
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#insert data
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# Connect to the database
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connection_load_chat = mysql.connector.connect(
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host=host,
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user=user,
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password=password,
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database=database
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)
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cursor = connection_load_chat.cursor()
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# SQL query to insert a row into curfox_chat table
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insert_query = """
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INSERT INTO curfox_chat (user_name, conversation)
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VALUES (%s, %s)
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"""
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created_at = datetime.now().strftime('%Y-%m-%d %H:%M:%S') # Current timestamp
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conversation = f'{{"user": {{"message":"{user_message}","time":"{created_at}"}} , "bot": {{"message":"{bot_message}","time":"{created_at}"}}}}'
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# Execute the insert query with data
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cursor.execute(insert_query, (user_name, conversation))
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# Commit the transaction
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connection_load_chat.commit()
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print("Data inserted successfully")
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# Close the cursor and connection
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cursor.close()
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#connection_load_chat.close()
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cursor = connection_load_chat.cursor()
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sql_query = f"SELECT tread from curfox_chat WHERE user_name='"+user_name+"' ORDER BY tread DESC LIMIT 1"
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cursor.execute(sql_query)
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current_thread_id = cursor.fetchone()[0]
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print(current_thread_id)
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return {"current_thread_id":current_thread_id,"message":"chat stored successfully"}
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def update_existingchat(tread_id,user_message,bot_message):
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# Connect to the database
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connection_load_chat = mysql.connector.connect(
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host=host,
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user=user,
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password=password,
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database=database
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)
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cursor = connection_load_chat.cursor()
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# SQL query to update the conversation column
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update_query = """
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UPDATE curfox_chat
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SET conversation = CONCAT(conversation, %s)
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WHERE tread = %s
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"""
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created_at = datetime.now().strftime('%Y-%m-%d %H:%M:%S') # Current timestamp
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new_conversation = f', {{"user": {{"message":"{user_message}","time":"{created_at}"}} , "bot": {{"message":"{bot_message}","time":"{created_at}"}}}}'
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# Execute the update query with data
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cursor.execute(update_query, (new_conversation, tread_id))
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# Commit the transaction
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connection_load_chat.commit()
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print(f"Conversation for thread ID {tread_id} updated successfully.")
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# Close the cursor and connection
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cursor.close()
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connection_load_chat.close()
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return {"current_thread_id":tread_id,"message":f"Conversation for thread ID {tread_id} updated successfully."}
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# Helper function to get the order ID from the waybill number
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def get_order_id(waybill_no):
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url = f"https://dev3.api.curfox.parallaxtec.com/api/ml/order/{waybill_no}"
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response = openai.ChatCompletion.create(model="gpt-4o-mini", messages=messages)
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return response.choices[0].message['content']
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| 253 |
|
| 254 |
+
|
| 255 |
+
|
| 256 |
+
|
| 257 |
+
|
| 258 |
# Main endpoint to handle user queries
|
| 259 |
+
@app.post("/get_response")
|
| 260 |
+
async def process_query(query: str,
|
| 261 |
+
user_name:str,
|
| 262 |
+
thread_id:Optional[str] = None):
|
| 263 |
# Initial message to check for waybill number in the query
|
| 264 |
messages = [
|
| 265 |
{"role": "system", "content": "You are a helpful assistant for Curfox delivery system."},
|
|
|
|
| 291 |
{"role": "system", "content": "You are a helpful assistant for Curfox delivery system."},
|
| 292 |
{"role": "user", "content": f"Answer based on the provided data only. Data: {full_data}. User query: {query}"}
|
| 293 |
]
|
| 294 |
+
result = ask_openai(response_message)
|
| 295 |
+
|
| 296 |
+
if thread_id==None:
|
| 297 |
+
return {"meta_data":insert_newchat(user_name,query,final_answer),"answer": result}
|
| 298 |
else:
|
| 299 |
+
return {"meta_data":update_existingchat(thread_id,query,final_answer),"answer": result}
|
| 300 |
+
|
| 301 |
+
|
| 302 |
+
@app.post("/get_thread_chats")
|
| 303 |
+
async def get_thread_chats(thread_id:str):
|
| 304 |
+
return get_thread_chats(thread_id)
|
| 305 |
+
|
| 306 |
+
|
| 307 |
+
@app.post("/get_thread_lists")
|
| 308 |
+
async def get_thread_lists(user_name:str):
|
| 309 |
+
return get_treadlist_of_user(user_name)
|
| 310 |
|
| 311 |
+
@app.post("/delete_thread")
|
| 312 |
+
async def get_thread_chats(tread_id_to_delete:str):
|
| 313 |
+
return delete_tread(tread_id_to_delete)
|
| 314 |
# Start the FastAPI app
|
| 315 |
# Run the app on Colab using Uvicorn
|
| 316 |
# import uvicorn
|