
How to Build a RAG Chatbot Over Your Company Docs in an Afternoon
A practical, step-by-step guide to retrieval-augmented generation: chunking, embeddings, vector search and the prompt that ties it all together.
Tools & Reviews Editor
Priya tests AI products hands-on and writes practical guides that help readers choose and use the right tools.

A practical, step-by-step guide to retrieval-augmented generation: chunking, embeddings, vector search and the prompt that ties it all together.

We used AI coding tools for a month on production codebases. Here is how they handle refactors, debugging and unfamiliar code — and where they still need supervision.

Skip the hype. These are the categories of AI tools our editors use every week, with honest notes on where each one helps and where it does not.

A practical setup for triaging, summarising and drafting email replies with AI, while keeping a human hand on everything that gets sent.

You do not need a research lab to build a useful agent. A simple loop, two tools and a clear goal will get you surprisingly far.

AI search promises answers instead of links. We tested accuracy, citations and usefulness across dozens of real research questions.