Ganesh KannappanFrom Keywords to Understanding: The Evolution of Search — Part 1Why Do We Need Search?Jul 28Jul 28
Ganesh KannappanRemember That? How Semantic Caching Supercharges AI AssistantsWhat is Semantic Caching?Jul 19Jul 19
Ganesh KannappanSearching by Meaning: How Vector Databases Revolutionize Data RetrievalWhat is a Vector Database?Jul 9Jul 9
Ganesh KannappanBeyond Naive RAG: Multi-Hop Retrieval-Augmented GenerationBeyond Simple Answers: Exploring Multi-Hop RAG for Complex QuestionsJul 3Jul 3
Ganesh KannappanBeyond Naive RAG: Semantic Retrieval-Augmented Generation (SRAG)Naive Retrieval-Augmented Generation (RAG) refers to a straightforward implementation of the RAG technique without advanced optimizations…Jul 2Jul 2
Ganesh KannappanThe Achilles’ Heel of Naive RAG: When Retrieval Isn’t EnoughNaive Retrieval-Augmented Generation (RAG) combines retrieval and generative AI, leveraging existing knowledge to produce immediate…Jun 26Jun 26
Ganesh KannappanWhen less is more: Understanding Small Language ModelsImagine a world where AI assistants fit snugly on your phone, bug-fixers on the go, and chatbots that are whizzes at specific tasks. This…Jun 25Jun 25
Ganesh KannappanUnlocking Creativity: The Magic of Diffusion Models in Image GenerationIn the realm of understanding how ideas, innovations, or trends spread, one concept stands out as a guiding light: diffusion models…Jun 7Jun 7
Ganesh KannappanModalities in AI: Understanding the Power of Diverse DataIn the realm of AI, modality refers to the types of data an AI system can understand and process. It’s akin to our human senses (sight…Jun 6Jun 6
