# AI Customer Support Agent

> 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.

- Source: https://doutorai.pt/en/apps/ai-customer-support-agent
- Category: Advanced Agents
- Difficulty: Intermediate
- Models: OpenAI
- Frameworks: -
- Runs locally?: Needs cloud APIs
- Required keys: OPENAI_API_KEY
- License: Apache-2.0
- Site: Doutor AI (https://doutorai.pt/en) - AI tools for small businesses

## Full tutorial

## 🛒 AI Customer Support Agent with Memory

### 🎓 FREE Step-by-Step Tutorial 
**👉 [Click here to follow our complete step-by-step tutorial](https://www.theunwindai.com/p/build-an-ai-customer-support-agent-with-memory) and learn how to build this from scratch with detailed code walkthroughs, explanations, and best practices.**

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. Clone the GitHub repository
```bash
git clone https://github.com/Shubhamsaboo/awesome-llm-apps.git
cd advanced_ai_agents/single_agent_apps/ai_customer_support_agent
```

2. Install the required dependencies:

```bash
pip install -r requirements.txt
```

3. 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.

```bash
docker pull qdrant/qdrant

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

4. Run the Streamlit App
```bash
streamlit run customer_support_agent.py
```

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Content by Doutor AI (https://doutorai.pt/en). When quoting, please cite the source: https://doutorai.pt/en/apps/ai-customer-support-agent