Ep53: Language Models for Data Tasks + MCP Journey Begins

In this episode of Breaktime Tech Talks, I delve into my recent experiences with Model Context Protocol (MCP) and Large Language Models, specifically Claude. First, I share my experiment using an LLM to clean up flat files. Then, my journey with MCP began integrating a Neo4j MCP server with Claude, highlighting the practical benefits and challenges faced with an anecdote on one particular incident where the LLM blended facts. It's also crucial to have clean data sets, but this is rather challenging. To round us out, I summarize an article about the recently released Neo4j data modeling MCP server and its functionality. Join me as I navigates these intriguing tech explorations and sift out the practical takeaways.

 

00:00 Introduction to Breaktime Tech Talks

00:48 Exploring Large Language Models for Flat File Cleanup

03:01 Diving into MCP Exploration

05:02 Challenges with Large Language Models

08:33 Data Set Challenges and Solutions

10:05 Highlight: Neo4j Data Modeling MCP Server

12:11 Conclusion and Future Directions