Agentic Implementation in AI (2025): A Practitioner’s Guide
How to choose between workflows and agents, implement each pattern with OpenAI, and glue everything together with LangGraph, LangChain, LlamaIndex, and vector databases like Qdrant/Chroma. TL;DR (what you’ll get) 1) Workflows vs. Agents: What’s the difference? Anthropic’s definition is the cleanest I’ve seen: Quick comparison: Dimension Workflows Agents Control flow Fixed / code-driven Model-driven (plans/tools […]
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