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self-correcting-rag

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Agentic RAG that verifies every citation against source text before answering, and abstains when the evidence does not hold. Self-correcting retrieval loop, deterministic citation grounding, prompt-injection defence.

  • Updated Aug 14, 2026
  • Python

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 Oct 7, 2026
  • Python

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