Development

Chunking and document freshness

• Chunking Strategies and Their Effect on Retrieval
• What a Model Sees: Assembling Context from Chunks
• Building a Chunking Pipeline That Survives Document Updates
• Choosing a Chunk Size for Tables and Code
• Choosing a Chunk Size That Balances Recall and Token Cost
• Chunking Decisions and the Queries They Break
• Deduplicating Chunks Before They Reach the Model
• Keeping Chunks Fresh When Source Documents Change
• Which Retrieval Changes Earn a Full Reindex