Instant RAG Applications with Pinecone Assistant
Pinecone Assistant is an online RAG/Vector database solution with a free tier
Studying the US Constitution with RAG.
RAG apps don't need to be difficult to develop. Pinecone Assistant abstracts away all of the complexity and lets you interrogate your documents via a console or a Python API.
In the following article, I've explored a copy of the US Constitution and documentation from Wikipedia to simulate the sort of queries that a student or teacher might make. I also wrote a Streamlit application to answer questions about the Constitution, generate a study plan, and create multiple-choice questions (formatted as JSON).
The combination of Streamlit and Pinecone Assistant made writing the app remarkably easy.
Read the article here (Medium members) or here (my website)