A bite-sized tech podcast for busy developers where we’ll briefly cover technical topics, new snippets, and more in short time blocks. Your host, Jennifer Reif, is an avid developer and problem-solver with special interest in data, learning, and all things technology.
All content for Breaktime Tech Talks is the property of jmhreif and is served directly from their servers
with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
A bite-sized tech podcast for busy developers where we’ll briefly cover technical topics, new snippets, and more in short time blocks. Your host, Jennifer Reif, is an avid developer and problem-solver with special interest in data, learning, and all things technology.
Ep53: Language Models for Data Tasks + MCP Journey Begins
Breaktime Tech Talks
12 minutes 43 seconds
3 months ago
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
Breaktime Tech Talks
A bite-sized tech podcast for busy developers where we’ll briefly cover technical topics, new snippets, and more in short time blocks. Your host, Jennifer Reif, is an avid developer and problem-solver with special interest in data, learning, and all things technology.
