Retrieval-Augmented Generation (RAG) Based Ai.

Run Locally

Clone the project

git clone git@github.com:DevDotAli/Ragsys.git

Go to the project directory

cd Ragsys

Install dependencies

pip install -r requirements.txt

Start the server

python ./main.py

Environment Variables

To run this project, you will need to add the following environment variables to your .env file

GENAI_API_KEY: Google gemini key.

HFE_API_KEY: Hugging Face api key for emmbedding model.

Usage/Examples

Step 1: Put your PDF in docs folder.

Step 2: Rename your PDF as example.pdf or it wont work.

Step 3: Run main.py file.

Step 4: Ask Questions about the PDF in terminal.

Authors

• @devdotali