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Personal2025

LangGraph Agents

ReAct, RAG and drafting agents built on LangGraph

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Role

Solo engineer

Agent patterns

ReAct · RAG · Drafter

The problem

Agent frameworks are easy to demo and hard to reason about. I wanted working implementations of each core pattern rather than a single tutorial pipeline.

What I built

Built a ReAct reasoning agent, a retrieval-augmented agent, and a drafting agent with human-in-the-loop revision, plus graph exercises covering state machines and conditional edges.

Impact

The agent patterns here are the same ones running in NeuroDesk's retrieval orchestration.

Key features

  • ReAct reasoning agent
  • Retrieval-augmented (RAG) agent
  • Drafting agent with human-in-the-loop revision
  • State machine and conditional edge exercises

Tech stack

  • LangGraph
  • LangChain
  • Python
  • OpenAI
  • Jupyter

Interested in work like this?

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M.Anees

Software Engineer building AI-powered products

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