LibraryGenai Advanced Rag Patterns
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AI & GenAI Engineering

Advanced RAG Patterns

Index-Aware Retrieval enhances RAG by leveraging knowledge of chunk content and indexing methodology to address limitations in retrieving relevant information. It optimizes retrieval in scenarios where queries lack direct keyword matches, involve nuanced details, or require logical reasoning across multiple chunks.

RAG (Retrieval-Augmented Generation)Semantic IndexingQuery ExpansionMetadata EnrichmentChunk DecompositionSynonym ExpansionSub-ChunkingIndexing Strategies

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Advanced RAG Patterns diagram

Advanced RAG Patterns - System Design Diagram

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