Indexing & Data Preparation

Chunking Strategies: Fixed-size, semantic, and recursive chunking.

Contextual Retrieval: Preserving document context within chunks.

Document Summary Index: Indexing summaries for high-level retrieval.

Index Structure Optimization: Balancing speed and recall.

Metadata and Reverse HyDE: Enriching chunks with hypothetical questions.