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Agentic Concepts (Core Building Blocks) — The Complete AI Engineer Roadmap
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Phase 3 – Agentic AI Systems
AI Agents: Concepts & Architectures
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Agentic Concepts (Core Building Blocks)
3.2 · AI Agents: Concepts & Architectures
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Environment & context handling
Short-term vs long-term memory
Memory stores (vector DB, cache, databases)
Persistence & state management
Tool / function calling / enable-auto-tools choice in VLLMs and SGLang
Planning & reasoning loops
Reflection & self-correction
Social ability & human-in-the-loop
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