chainlit-llm-app

This is a Chat with PDF RAG application, that take pdf as input and you can query your questions and the application will give answer based on context available in the pdf.

Tech stack

• Chainlit
• OpenAI
• Langchain
• ChromaDB
• Python

Running the application

I have used devcontainers to create the application. So you can create a GitHub Codespace and and install the dependencies by running

pip install -r requirements.txt

Then copy .env.sample and create a .env file. And add your openai key to your application.

Then for starting the application

chainlit run app/app.py -w

Application UI

Future steps

• Create a react frontend with chainlit backend
• Add more LLM to the application.