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TL;DR This hands-on tutorial walks you through getting started with RAG APIs and building your first RAG-powered application from scratch. You’ll learn to set up a RAG API, upload your data sources, create a functional chat interface, and deploy a […]

TL;DR The choice between RAG API vs traditional LLM APIs comes down to accuracy, currency, and domain expertise. Traditional LLM APIs like OpenAI’s GPT-4 provide broad general knowledge but suffer from knowledge cutoffs, hallucinations, and lack of domain-specific expertise. RAG […]

If you need the lower-level stack view, the RAG system components guide walks through retrieval, augmentation, and generation. TL;DR A RAG API (Retrieval-Augmented Generation API) is a service that combines AI-powered search with text generation to create applications that can […]