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preprocessing-for-nlp-documents

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just2nlee / Advanced-RAG-Retrieval

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This repo builds an Advanced RAG pipeline using AutoMerging and Sentence Window retrieval with LlamaIndex for indexing and TruEra (TruLens) for evaluation. It processes the Introduction to NLP.pdf to analyze Answer Relevance, Context Relevance, & Groundedness. 💡 Quick Start: Clone, run indexing, and evaluate retrieval! 🚀

multi-rag-approach truelens-evaluation optimized-chunking preprocessing-for-nlp-documents
  • Updated Mar 19, 2025
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