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self-correcting-agent

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A Personal OS Agent that autonomously researches any topic overnight — inspired by Karpathy's AutoResearch. Set a goal, let it loop, wake up to structured markdown reports. No babysitting required.

  • Updated Apr 15, 2026
  • Python

4 hand-built AI agents (Research, Coding, Sales, Recruiting) with real plan→act→observe→correct loops — no LangChain/CrewAI/AutoGen, runs free on Gemini + Colab.

  • Updated Aug 23, 2026
  • Jupyter Notebook

This project takes a folder of PDF research papers and transforms them into a studio-quality, multi-speaker podcast. It uses a LangGraph Agentic Swarm to draft and self-correct the script, LlamaIndex Hierarchical Retrieval for deep contextual accuracy, and Kokoro TTS + Pydub for dynamic voice assignment and cinematic audio post-production.

  • Updated Aug 20, 2026
  • Python

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