CRUD Agent

An intelligent agent that can automatically perform CRUD operations on a database using a custom REST API via simple messaging.

---

🚀 Features

• Natural Language Interface: Chat with the agent to perform Create, Read, Update, and Delete operations on your database.
• Automatic API Integration: Connects to any REST API with an OpenAPI/Swagger specification.
• LangGraph: Modular, extensible agent logic for robust and explainable flows.
• Streamlit Web UI: Clean, interactive chat interface for seamless user experience.
• Django REST Server: Example project included for quick testing and demonstration.

---

🧠 Agent Flow

The following diagram illustrates the agent's reasoning and execution flow:

---

🛠️ Technologies Used

• Agent Framework: LangGraph
• Web Interface: Streamlit
• LLM: Mistral
• REST API: Django REST & Swagger

---

⚡ Quickstart

1. Clone the repository:

   git clone https://github.com/Armaan457/CRUD-Agent.git

2. Create and activate a virtual environment:

   python -m venv env
   env\scripts\activate

3. Install dependencies:

   pip install -r requirements.txt

4. Run the API server:

   cd foods
   python manage.py runserver

5. Run the app:

   streamlit run app.py

---

💡 Example

For demonstration, REST APIs are provided for CRUD operations on a SQL database in the Django project foods.