21:00
2026-06-14
dev.to
large-language-models
A Cognitive Benchmark for Code-RAG Retrieval: Part 2 — Why Model Rankings Depend on the Pipeline
A developer built a Code-RAG benchmark on Apache Kafka 4.0.0 to study how retrieval pipeline choices affect model rankings. Comparing 16 embedding models, 5 chunking strategies, and 3 retrieval modes …