Practical notes on AI chatbots, agentic workflows and AI vision, from real production projects.
Most 'AI chatbots' just answer questions. Agentic workflows take actions: qualify leads, create bookings, update your CRM. Here's how I decide which one to build.
Behind the scenes of the AI pipeline I built for two moving platforms: detecting items in photos, estimating size and weight, and turning that into an instant price.
A practical walkthrough of retrieval-augmented generation: chunking documents, embeddings, vector search and keeping answers grounded.