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Featured image for article: RAG Powered Developer Copilot that Keeps Hallucinations Under 4%
Oct 29, 2025 RAG Retrieval Augmented Generation Developer Copilot Documentation Search Copilot Vector Database Semantic Search Embedding Model Code Snippet Retrieval Research Paper Summarization Context Graph Hallucination Reduction

RAG Powered Developer Copilot that Keeps Hallucinations Under 4%

Build a developer copilot that answers with receipts and stays under 4% hallucination using retrieval augmented generation, structure aware chunking, version aware graphs, and conservative confidence thresholds.