CRUD Agent

An chatbot agent that can automatically perform CRUD operations using a custom made REST API via simple messaging.

Technologies used

Framework: LangChain
Web Interface: Streamlit
LLM: Mistral Small
REST API: Django REST and Swagger(for OpenAPI docs)

Setup

Clone the repository:

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

Create and activate a virtual environment:

> python -m venv venv
> venv\scripts\activate

Install dependencies:

> pip install -r requirements.txt

Run the API server in the correct directory:

> cd foods
> python manage.py runserver

Run the app server:

> streamlit run app.py

Example

For demonstration, I have made REST APIs for performing CRUD operations on a SQL db for a Django project foods. In the tools.py the neccessary tools are defined and the Agent lies in the app.py file.