Vector Search, Explained with Elephants in a Room
A friendly explanation of vector search and embeddings using ’elephants in the room’ as a running example.
Rag
How We Built a Local-First, Privacy-Focused RAG for Our AI Terminal
A detailed exploration of the design and implementation of the Retrieval-Augmented Generation (RAG) system in Aye Chat, AI-powered terminal workspace, focusing on privacy, performance, and user experience.
A Design for a Local-First, Privacy-Focused RAG System for Codebases
A summary of Aye Chat’s local-first RAG system design, covering the core stack, progressive indexing strategy, and resource management for a private, context-aware AI.