RAG to Riches: Building Chatbots with Company Knowledge

Presentation slides

• Google Slides

Presentation Video

• Video of this presented at SoFlo DevCon 2025

Projects

• Basic StreamLit - src/1-bvasicStreamLit.py
• Basic LLM - /2-basicllm.py
• RAG with Text - src/3.ragText.py
• RAG with PDF - src/4-ragPDF.py
• RAG with Website - src/5-ragWebsite.py

How to run the projects:

Optionally: Install uv: curl -LsSf https://astral.sh/uv/install.sh | sh

Then for each project: uv run streamlit run YOUR_PROJECT_SCRIPT