... from scratch. We re-imagined vector search from first principles, moved beyond cosine similarity, and invented a new distance metric. The result? Faster, more accurate retrieval and a foundation for building AI products much more easily. That s how Moorcheh.ai was born. With Moorcheh.ai

... Innovations, to explore building AI assistants and agents for small, resource-constrained devices. Along the way, we discovered that Retrieval-Augmented Generation (RAG) is essential for most applications but often becomes a major bottleneck. From first principles, we developed Moorcheh.ai a next-generation vector search engine built on a new distance metric (moving beyond traditional cosine similarity). The results exceeded our expectations, and we ve continued to build on that foundation. Today, Moorcheh.ai