Part 1: A deep dive into multi-database architecture, AI-powered entity extraction, and intelligent document processing Introduction Traditional RAG systems rely … More
Tag: LLM
Beyond Vector Search: How GraphRAG Enables Smarter AI Responses
Imagine asking your AI assistant: “Who manages the person leading our AI research project?” A traditional RAG system would struggle … More
RAG at Scale: How Westlaw and LexisNexis Are Redefining Legal Research
Years ago, I had the opportunity to work with LexisNexis on building “LexisNexis™ Portal powered by Plumtree” – an enterprise … More
RAG at Scale: The Hidden Trade-Offs of Single Vector Embedding
Balancing performance and precision in enterprise search and data retrieval A common pattern for improving the quality of AI-assisted content … More
Why LLMs and Humans Think Differently: An Amateur Dive into AI’s Compression Problem
I recently read article “From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning” by Yann LeCun and … More
