chunking-strategy

Implement optimal chunking strategies for Retrieval-Augmented Generation (RAG) systems and document processing pipelines. This skill provides a comprehensive framework for breaking large documents into smaller, semantically meaningful segments that preserve context while enabling efficient retrieval and search.

Use this skill when building RAG systems, optimizing vector search performance, implementing document processing pipelines, handling multi-modal content, or performance-tuning existing RAG systems with poor retrieval quality.

Select appropriate chunking strategy based on document type and use case:

Proporciona estrategias de fragmentación óptimas en sistemas RAG y canales de procesamiento de documentos. Úselo al crear sistemas de generación de recuperación aumentada, bases de datos vectoriales o al procesar documentos grandes que requieren dividirse en segmentos semánticamente significativos para incrustaciones y búsquedas. Fuente: giuseppe-trisciuoglio/developer-kit.