Smart Chunking - New Strategies

This week, we’re excited to announce the beta release of a number of new Smart Chunking features, designed to enhance the way you process and retrieve knowledge base content. These improvements address previous limitations and bring more efficiency to your document management workflow.

LLM-Generated Questions

Enhance retrieval accuracy by prepending AI-generated questions to document chunks. This aligns your content more closely with potential user queries, making it easier for users to find the information they need.

Context Summarization

Provide additional context by adding AI-generated summaries to each chunk. This helps users understand the content more quickly and improves the relevance of search results.

LLM-Based Chunking

Experience optimal document segmentation determined by semantic similarity and retrieval effectiveness. This AI-driven approach ensures your content is chunked in the most meaningful way.

Content Summarization

Let AI summarize and refine your content, focusing on the most important information. This feature streamlines your documents, making your chunks more concise and optimized for retrieval performance.

We encourage you to explore these new capabilities and share your feedback.

To start using the Smart Chunking beta features, join the waiting list here.