AI: Agentic RAG workflow + Multimodal RAG

How I finally got agentic RAG to work right (@vectorize.io)

by Chris Latimer | LinkedIn

Chain of Thought with agentic RAG systems

This problem required the LLM to performing reasoning such as:

• Deciding what steps to take next to get closer to solving the user’s problem.
• Deciding when it had found a solution to the problem
• Decide when to give up and bring a human into the loop

OpenAI gpt-4o models, using structured responses with strict=true (JSON)

Multimodal RAG Patterns Every AI Developer Should Know - Vectorize