RAG Application for Constitution of India

This repository contains code for a Retrieval-Augmented Generation (RAG) application centered around the Constitution of India. The application allows users to retrieve relevant information from the constitution and generate responses using the power of language models.

How to Try It Yourself

Step 1: Open the Notebook

• Open the RAG_GOOGLE_COLLAB_CODE.ipynb file in Google Colab or Jupyter Notebook.
• https://colab.research.google.com/drive/18cV5bpfV_Eq9450ek5Ibnjx06L7yighR?usp=sharing

Step 2: Prepare the Environment

• Add a .env file with the necessary API keys and configurations.
• Ensure that the file 20240716890312078.pdf (Constitution of India) is in the same folder.

Step 3: Run the Notebook

• Execute the cells in the notebook to run the RAG pipeline and interact with the Constitution of India data.

Further Work

• Streamlit Integration: You can extend the application by integrating it with Streamlit for a chatbot experience.
• Wikipedia Integration: Add functionality to retrieve additional data from Wikipedia for queries that are not covered in the Constitution of India.

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