
RAG Explained: How to Build a Chatbot That Answers From Your Own Documents
Retrieval-augmented generation lets a chatbot answer from your own documents instead of guessing. Learn how RAG works, how to chunk and search, and how to test it.
Blog
Category
Practical AI, chatbots and workflow automation for growing businesses.

Retrieval-augmented generation lets a chatbot answer from your own documents instead of guessing. Learn how RAG works, how to chunk and search, and how to test it.

Shipping an LLM feature is the easy part. AI observability shows you what it is really doing: quality, cost, speed and failures. Here is what to track and why.

An eight-step plan for your first AI agent: scope one job, pick a model, design tools, add guardrails, test with real cases and launch in stages.

AI agents do more than answer questions: they plan, use tools and finish tasks. Here is how they work, how they differ from chatbots and workflows, and where they pay off.

Better prompts get better answers. Learn what prompt engineering is, eight techniques that work with examples, reusable templates, common mistakes and how to test and improve prompts.

ChatGPT can draft, analyse and brainstorm in seconds, if you know how to ask. Get a proven prompt formula, 25 ready-to-use business prompts and the safety rules every team needs.

Too many AI tools, too little time? Here are 15 proven AI tools for small business by use case, with advice on choosing, budgeting and keeping your data safe.

The three most popular AI assistants are all strong, and all change monthly. Instead of a fragile ranking, use this task-based comparison and a simple test to pick the right one for your work.

AI chatbots now answer questions, qualify leads and book appointments around the clock. Learn the best use cases, real benefits, risks and a step-by-step plan to launch one that works.
One email a month with our best guides on software, AI and growth. No spam - unsubscribe any time.