The journal

Notes from the context layer.

Engineering deep-dives, benchmarks and customer stories on persistent code context, knowledge graphs, and the AI coding tools we work with daily.

All 112 Engineering 92

111–112 of 112 · page 12 of 12

Dec 20, 2024 advanced code RAGstructure aware code chunkinggraph based code retrieval

Advanced Code Chunking Strategies for RAG Systems

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

Feb 12, 2024 developer copilot with receiptsRAG for technical PDFs and docscode aware retrieval for GitHub and APIs

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