https://joelhanson.com/tags/llm/ Recent content in LLM on Joel Hanson Hugo -- gohugo.io en joelhanson025@gmail.com (Joel Hanson) joelhanson025@gmail.com (Joel Hanson) © Joel Hanson Sat, 07 Jun 2025 00:00:00 +0000 https://joelhanson.com/posts/06-setting-up-rag-with-postgre-sql-and-pgvector/ Mon, 30 Sep 2024 21:28:28 +0530 joelhanson025@gmail.com (Joel Hanson) https://joelhanson.com/posts/06-setting-up-rag-with-postgre-sql-and-pgvector/ Learn how to implement a powerful Retrieval-Augmented Generation (RAG) system using PostgreSQL and pgvector. This comprehensive guide covers everything from setting up a custom PostgreSQL Docker image to creating a fully functional RAG query system with vector embeddings and language model inference. https://joelhanson.com/posts/16-breaking-kafka-walls-building-an-mcp-server-for-your-kafka-cluster/ Sat, 07 Jun 2025 00:00:00 +0000 joelhanson025@gmail.com (Joel Hanson) https://joelhanson.com/posts/16-breaking-kafka-walls-building-an-mcp-server-for-your-kafka-cluster/ A step‑by‑step guide to using FastMCP and the MCP protocol to expose Kafka operations (topic management, produce/consume, troubleshooting) as LLM‑accessible tools.