Phase 15 · AI Agents & Orchestration

Topics

LangChain

Part of the AI Engineer Roadmap.

Summary

A widely-used framework for chaining LLM calls, tools, memory and retrieval into structured applications — helpful for prototyping though often criticized for abstraction overhead at scale.

How to Learn This

  • 1Build a simple chain and a simple agent using LangChain's core abstractions.
  • 2Learn LangChain's building blocks: chains, tools, memory, retrievers.
  • 3Understand when going 'framework-free' with raw API calls is actually simpler for your use case.
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