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