9 Essential RAG Design Patterns You NEED to Know

Uploaded: 2025-11-20
[“This video outlines nine key rag patterns essential for developing AI systems, starting with fundamental deterministic designs and progressing to advanced agentic frameworks.”,”The content emphasizes the importance of selecting the appropriate rag pattern based on the complexity of the use case, providing a comprehensive overview of their functionalities.”]

channel	The AI Automators
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SKU: 1I5OEPSeZmQ

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A concise overview of nine RAG (retrieval-augmented generation) architecture patterns, explaining deterministic and agentic approaches and guidance on use cases and trade-offs.
– Naive RAG: baseline for simple FAQ-style retrieval.
– Query transformation & RAG fusion: decompose and expand queries to fetch diverse chunks.
– Iterative & adaptive retrieval: multi-pass retrieval and decide whether/what retrieval is needed.
– Agentic patterns: agent-driven retrieval, hybrid sources, multi-/sequential agents, and agentic routing to route queries to specialists.

Quotes:

Nine RAG patterns you need if you’re serious about building AI systems.

Give the LLM decision-making powers — it can decide what to retrieve and how many times.

There’s no one-size-fits-all with RAG; choose the pattern that fits your use case.