How does an AI go from a “Brain in a Jar” to an autonomous Agent? ๐ค
In this Intermediate/Expert Architecture deep dive, we visualize the flow of data inside intelligent applications. We use the “ReAct” framework to explain how agents actually think and act.
The Architecture:
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The ReAct Loop: Visualizing the Think -๏ผ Act -๏ผ Observe cycle using a “Chef Tasting Soup” analogy.
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Tools & Function Calling: Giving the brain “hands” to touch the outside world (APIs & Databases).
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RAG & Embeddings: How Vertex AI Search translates text into coordinates on a map to find “nearby” ideas.
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The Trade-off: Open Source vs. Proprietary ModelsโIs it better to build your own car or take a taxi?
Architect your agent ecosystem.
๐ GET THE BLUEPRINT:Head to www.cloudcertguild.com (http://www.cloudcertguild.com) to:โ Take the AI Architecture Quiz.โ Listen to the full Podcast episode.โ Download the “ReAct Agent Flowchart.”
For deep dives into Vector Database tuning, check our Channel Profile.
#AIArchitecture #ReActFramework #LangChain #VertexAI #SystemDesign #CloudCertGuild
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