Technology
Embedding Lifecycle Management: Balancing Cost and Freshness
A practical guide on strategies to optimize the cost and freshness of embeddings in AI applications. Data changes, re-indexing, and…
#RAG
4 posts found.
Career
RAG Quality in Side Projects: Is Perfection Always Necessary?
I examine the quality of Retrieval-Augmented Generation (RAG) systems in my side projects and whether it always needs to be at the highest level...
Life
RAG Retrieval Quality: Development and Cost Anatomy in Side Projects
I explore methods for improving retrieval quality in Retrieval-Augmented Generation (RAG) systems, with concrete examples and cost analyses.
Life
AI's Silent Mistakes: Hours Lost in My Side Project
I'm sharing my experiences with hidden mistakes in AI projects that unknowingly consume time and resources, based on my own side project.