RAG Is the Easy Part: From Messy Enterprise Data to Production-Grade AI Systems Why connectors, ingestion, retrieval, permissions, provenance, evaluation, observability and backend architecture matter
Imagine a digital companion that lives on your machine, understands your documents, remembers past conversations, and answers your questions intelligently—all without sending data to the cloud. This is FRIDAY: your offline, private, file-aware AI ass...
Over the past few years, I’ve accumulated countless notes, research articles, saved PDFs, project documentation, and personal reflections — all scattered across various folders, devices, Notion pages, and cloud drives. Finding what I needed was start...
As developers, we’re often faced with the question:How do we bring AI into our apps without giving up privacy, control, and budget? The answer: local-first AI using Retrieval-Augmented Generation (RAG). RAG allows you to feed your own data (PDFs, not...
