Advanced Code Chunking Strategies for RAG Systems

Latest research in code retrieval-augmented generation reveals transformative approaches that significantly outperform traditional TreeSitter-based systems.

Enhancing PDF QA with Retrieval-Augmented Generation

Technical developer documentation can prompt a wide range of user questions – from straightforward look-ups to complex analytical queries. Below we categorize some of the most challenging question types and why they are difficult, with examples for each