Retrieval Augmented Generation and Beyond
In recent years, Large Language Models (LLMs) have emerged as powerful tools in natural language processing, demonstrating remarkable capabilities across various tasks. However, these models often ...
Keyur Ramoliya
Steve Jobs' famous 2x2 Matrix Strategy
In 1997, something very important happened to Apple, a company that makes computers and other tech stuff. Steve Jobs, one of the people who started Apple, came back to help the company. At that tim...
RAG Foundry: A Framework for Enhancing LLMs for RAG
In recent years, the field of artificial intelligence has gone through a lot of advancements, particularly in the domain of Large Language Models (LLMs). These models have shown capabilities in var...
Model Collapse in AI
In recent years, artificial intelligence (AI) has become an integral part of our daily lives, assisting us with tasks ranging from writing emails to creating artwork. However, as AI systems become ...
Semantic Caching in RAG Applications
Imagine you’re running an application that uses a Large Language Model (LLM) like GPT-4, Anthropic Claude, etc. to answer customer questions. Every time a user asks something, your system sends a q...