Conversational RAG with PDF and chat history showcase

PROJECT INFO

• Langchain RAG with PDF
• Streamlit for interactive app and slick UI
• Chatbot with RAG capabilities. Works with Gemma2-9b via Groq API

Features

• Langchain AI RAG Chatbot
• HuggingFace Embeddings - all-MiniLM-L6-v2
• Gemma2-9b-It via Groq API
• Chroma DB Vector Store
• Streamlit for interactive data fullstack apps

Demo

rag.webm

Installing:

1. Clone this repo to your folder:

git clone THIS REPO

2. Create a virtual environment

3. Install the dependencies

pip install -r requirements.txt

3. Run the app

streamlit run app.py

Extrawest.com, 2024