Performance Tuning

Chunking Strategy Selection

The choice of chunking strategy significantly impacts retrieval quality. Available strategies include:

• Fixed Size: Simple character-based chunking with fixed size

• Sentence: Chunks based on sentence boundaries

• Paragraph: Chunks based on paragraph boundaries

• Recursive: Hierarchical chunking that preserves document structure

• Semantic: AI-powered chunking based on content meaning

For most use cases, the recursive strategy provides a good balance between performance and quality.

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