Knowledge: RAG vs Without RAG
A voicebot that can only chat is a toy; a useful one knows things — your schemes…
Tag
#vector-database
7 posts
Advanced: Vector Databases
Keyword search matches strings: a search for “car” misses a document that only…
LLM Engineering in Production
Most LLM tutorials stop at “call the API and print the result.” Production doesn…
Building a RAG Pipeline from Scratch
RAG is the most important pattern in production AI. Not because it is clever…
Vector Databases — Pinecone vs pgvector vs Chroma
In Lesson 5 you built a RAG pipeline using ChromaDB. That was the right choice…
RAG — Give Your AI a Knowledge Base
LLMs know a lot, but they don’t know your data. They can’t read your company…
AI for Developers — Build with LLMs, RAG & Agents
You don’t need a PhD in machine learning to build with AI. You need to know how…