Streamlit Office Hours: Build Knowledge Graph RAG with Diffbot and Streamlit
Join our virtual meetup from anywhere in the world to learn how to build a knowledge graph RAG with Streamlit!
Knowledge graphs are webs of interconnected data that can serve as comprehensive contexts for LLMs to navigate through information.
They enhance the retrieval abilities of an LLM and guide them to return trustworthy information sources, making information navigable so LLMs don’t need to rely mainly on pure vector-based predictions.
Leann Chen will demo the process of building a knowledge graph RAG by leveraging Streamlit as the UI along with Diffbot APIs. Diffbot automates the creation of trustworthy knowledge graphs.
The best part is that you can build something cool like this with great technologies that are FREE!
Agenda:
First 15 min: Streamlit 101 presented by Tony
Next 30 min: Knowledge Graph RAG with Streamlit demo by Leann Chen
Final 15 min: Q&A