thisisdev/Customer_Support_Agent

🛒 AI Customer Support Agent with Memory

This Streamlit app implements an AI-powered customer support agent for synthetic data generated using GPT-4o. The agent uses OpenAI's GPT-4o model and maintains a memory of past interactions using the Mem0 library with Qdrant as the vector store.

Features

• —Chat interface for interacting with the AI customer support agent
• —Persistent memory of customer interactions and profiles
• —Synthetic data generation for testing and demonstration
• —Utilizes OpenAI's GPT-4o model for intelligent responses

How to get Started?

1. 1.Install the required dependencies:

pip install -r requirements.txt

1. 1.Ensure Qdrant is running: The app expects Qdrant to be running on localhost:6333. Adjust the configuration in the code if your setup is different.

docker pull qdrant/qdrant

docker run -p 6333:6333 -p 6334:6334 \
    -v "$(pwd)/qdrant_storage:/qdrant/storage:z" \
    qdrant/qdrant

1. 1.Run the Streamlit App

streamlit run customer_support_agent.py