AI & RAG Systems
AI & RAG — templates and tools for building LLM-powered systems, vector search pipelines, embeddings, and retrieval-augmented generation workflows.
The AI & RAG category provides advanced n8n workflows and examples for creating AI systems enhanced with Retrieval-Augmented Generation. It includes templates for working with embeddings, integrating vector databases, connecting LLM APIs, performing context-aware search, generating RAG-based answers, building reasoning chains, and developing full-featured AI agents and assistants.
These templates are ideal for developers, data engineers, and companies building AI-driven products such as chatbots, smart assistants, search systems, analytics tools, and internal knowledge platforms.
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