Building an LLM Chatbot to Query a Neo4j Patents Database

Getting Started First off, here is the link to the chatbot! It allows the user to query a knowledge graph of one week’s worth of USPTO patent applications from early 2023 by providing a natural language interface. I want to give credit where it’s due for the inspiration for this project. Last week at GraphSummit Minneapolis, I saw Michael Moore and Phani Dathar each give a presentation with demos of a retrieval-augmented generation, or RAG, system that queried a knowledge graph using natural language....

September 30, 2023 · 7 min · 1426 words · Chris

Topic Modeling Arxiv Article Abstracts using NMF ... By ChatGPT

Getting Started So I’ll confess, I’m pretty late to the party here. ChatGPT and other generative AI models have taken the popular conciousness by storm while I’ve been sitting around trying to ignore the hype. I’ve seen previous advancements in generative audio and imagery models and shrugged at the relative lack of societally beneficial applications that surfaced. I’ve even been uncomfortable using the term ‘artificial intelligence’ to refer to any system – you’ll notice it doesn’t appear in any of my content – but that may be starting to change....

February 20, 2023 · 6 min · 1166 words · ChatGPT