Dylan Moraes

The Secret Language of AI: Deconstructing Universal Embeddings (And Why Your Digital Self is a Vector) Introduction: The Invisible Architects of Your Digital Life Every click, every scroll, every choice you make online leaves an invisible trace. This isn’t just data; it’s the raw material from which the digital world sculpts a representation of you. Welcome to the fascinating, sometimes unnerving, world of universal embeddings. These aren’t just buzzwords. They are the fundamental building blocks of mod...

In recent years, the demand for speech-to-text and text-to-speech technologies has increased significantly, particularly in the Indian subcontinent. With over 22 official languages and numerous dialects, India presents a unique challenge for language processing. Sarvam AI, a leading provider of multilingual NLP solutions, has developed innovative approaches to speech-to-text and text-to-speech for Indic languages. In this article, we will explore Sarvam AI’s approach to these technologies and how they ar...

A Comprehensive Guide to Optimizing RAG for State-of-the-Art AI Generation Introduction In the rapidly evolving landscape of artificial intelligence, Retrieval-Augmented Generation (RAG) has emerged as a game-changing technique, empowering AI systems to generate more relevant, consistent, and knowledge-grounded outputs. By seamlessly integrating information retrieval capabilities with powerful generative models, RAG has unlocked new frontiers in various domains, from natural language processing to compu...