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 系統和文件處理管道中提供最佳分塊策略。在建立檢索增強生成系統、向量資料庫或處理需要分解為語義上有意義的片段以進行嵌入和搜尋的大型文件時使用。 來源：giuseppe-trisciuoglio/developer-kit。