by Abinash Pant | May 15, 2025 | Machine Learning
Artificial intelligence (AI) is rapidly transforming how we work and live. As AI becomes more integrated into our daily lives, understanding the nuances between different types of AI is crucial. Two terms that often come up are AI Agents and Agentic AI. While they...
by Abinash Pant | Dec 12, 2024 | Uncategorized
For years, Elasticsearch has been a key tool for search technologies, helping businesses and applications quickly index and query large datasets. It’s fast, scalable, and great for tasks like full-text search, log analysis, and real-time data exploration, making...
by Abinash Pant | Dec 11, 2024 | Uncategorized
Vanilla RAG (Retrieval-Augmented Generation) is a model that combines two main processes—retrieval and generation—into a single framework to improve the quality of text generation. In this approach, the model first retrieves relevant pieces of information from an...
by Abinash Pant | Dec 1, 2024 | Programming
Retrieval-Augmented Generation (RAG) is a framework that enhances the performance of large language models (LLMs) by combining retrieval mechanisms with generative capabilities. It integrates the strengths of information retrieval systems and generative AI to provide...
by Abinash Pant | Oct 22, 2024 | Uncategorized
Once the system is deployed, the job is only 50% done. The other 50% ahead is now the substantial effort required to monitor and maintain the system, which can be far more taxing than monitoring and maintaining traditional software. To start, ML systems are typically...
