AI
Why Smarter Chunking Matters More Than Bigger LLMs
Introduction In specialized fields, smarter systems are the goal. While scaling large language models (LLMs) is popular, real improvements often come from optimizing the backend. Retrieval-Augmented Generation (RAG) pipelines, particularly chunking, are crucial for performance. At Hoomanely, we faced issues with irrelevant responses due to poor chunking. Instead of using