This month we are joined by Nico Devs who is going to teach us all about semantic search with Laravel!
Full-text search doesn't cut it when your client needs to find meaning, not just matching keywords. In this talk, Nico will build real-world semantic search using RAG (Retrieval-Augmented Generation) with Eloquent, Postgres, and the Laravel AI SDK - demystifying chunks, vectors, and embeddings along the way.
He'll cover how vector databases work, how to chunk and embed documents, and how to retrieve relevant content with Middleware and Tools - building a working customer service chatbot by the end. You'll leave with a solid mental model of RAG and best practices from shipping this in production.
Beginner friendly: Laravel and Eloquent experience is enough, no prior AI SDK knowledge required.
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