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:

在 RAG 系统和文档处理管道中提供最佳分块策略。在构建检索增强生成系统、矢量数据库或处理需要分解为语义上有意义的片段以进行嵌入和搜索的大型文档时使用。 来源：giuseppe-trisciuoglio/developer-kit。