Introduction Retrieval-Augmented Generation (RAG) is an innovative approach to Generative AI and natural language processing. This technique combines the power of information retrieval with advanced language generation models to enhance the capabilities of Generative AI models. At its core, RAG..
Multimodal Large Language Models: A Deep Dive into AI’s Latest Breakthrough
In the realm of artificial intelligence, Generative AI has become a beacon of innovation, especially for businesses seeking to harness the power of advanced technology. As a leading provider of Generative AI solutions, we focus on the remarkable capabilities of Large Language Models (LLMs) and..
What are Chatbots and Conversational AI and How do they Differ?
What are Chatbots? It’s incredible to see how artificial intelligence has advanced, enabling bots to respond to questions and recognize user input with natural language processing. Chatbots are computer programs that stimulate human conversations through voice commands or text chats. They can..
What is Vertex AI and how can we Create Kubeflow Pipeline in Vertex AI?
Introduction to Vertex AI Vertex AI is a machine learning service offered in the Google Cloud Platform (GCP). One of its coolest components is Pipelines, which allows you to automate, monitor, and govern Machine Learning systems by orchestrating the ML workflow in a serverless manner. Additionally..
Harnessing the Power of Prompts for Effective Generative AI Responses
Introduction Generative AI has the ability to generate human-like text based on the prompts given. These prompts have an exceptional potential to shape a model’s responses to align with specific contexts or tones. In this blog, we’ll walk through the significance of prompts and how they..