LangChain Chat with PDF using AWS Bedrock

PROJECT INFO

• Langchain Python AI Chatbot
• Streamlit for interactive app and slick UI
• FAISS Vector Database
• Amazon Bedrock amazon.titan-embed-text-v1 model
• LLMs: anthropic.claude-v2:1 and us.meta.llama3-1-70b-instruct-v1:0 via AWS Bedrock

Features

• Langchain AI Chatbot Agent that can process and query PDF documents
• Streamlit for interactive data fullstack apps

Demo

demo_app.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