Evaluating Retrieval-Augmented Generation Systems with Key Metrics

Introduction Picture yourself in a bookstore, in search of that perfect book. You desire recommendations that not only align with your favorite genre but also introduce you to new authors, offering a diverse reading experience. Retrieval – Augmented Generation systems operate in a similar fashion. They combine the power of finding relevant information and generating…

Read More

The Revolutionary Decoder – only Architecture of ChatGPT

Introduction In the ever – evolving landscape of artificial intelligence, the emergence of large language models like ChatGPT has marked the beginning of a new era for conversational AI. ChatGPT, developed by Anthropic, has captured the world’s attention with its ability to engage in human – like conversations, solve complex tasks, and provide contextually relevant…

Read More

The Power and Promise of Generative AI

Introduction Generative AI has emerged as the most captivating topic of the 21st century. With just a click of a button, it can create text, images, music, and even entire virtual worlds, revolutionizing numerous industries. From the realm of video editing to the domain of music creation, GenAI has made its mark in almost every…

Read More

Enhancing RAG Systems with AI Agents for Improved Responses

Introduction to RAG Systems Retrieval Augmented Generation systems, or RAG systems, have gained significant popularity for building Generative AI assistants using custom enterprise data. They offer a practical alternative to the costly fine – tuning of Large Language Models (LLMs). One of their key strengths is the ease of integrating custom data, enhancing the intelligence…

Read More

The Transformative Power of AI in Daily Life

Introduction Picture a day where your morning wake – up call is attuned to traffic, your coffee is made just the way you like it before you even leave your bed, and your commute is a perfect blend of speed and scenic routes. Thanks to Artificial Intelligence (AI), this once – futuristic dream is now…

Read More