AI
Introduction Large language models are only as good as the information they can retrieve. As enterprise knowledge bases grow into millions of documents, traditional Retrieval‑Augmented Generation (RAG) systems begin to crack - not because the models are weak, but because the retrieval layer is too shallow. A single‑level
AI
Introduction We’re building technology that helps us understand pets better - not just through visuals, but through sound. Dogs communicate through subtle cues: the rhythm of a chew, a quiet gulp, or a bark that changes tone when they’re anxious. At Hoomanely, our smart bowls and monitoring systems
AI
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