Explore Ragfish RAG AI architecture for building secure, scalable AI agents and applications. Learn how RAG connects data retrieval, knowledge sources, and AI models. Ragfish is built on a modular architecture that separates AI orchestration, knowledge ingestion, vector storage, and AI model integrations into independent, reusable components. Modern AI applications involve many moving parts. Documents need to be processed, transformed into embeddings, stored efficiently, retrieved intelligently, and combined with large language models to generate accurate responses.