Large language models (LLMs) have become increasingly popular in recent times due to their impressive performance on a wide range of natural language processing tasks. However, the computational requirements for the training and inference of LLMs can be prohibitively expensive, especially for researchers and organizations with limited resources. To address…

Vector Databases Vector databases, also known as vector storage or vector databases, are specialized databases designed to store and retrieve vector data efficiently. In the context of computer science and artificial intelligence, a vector refers to an array or list of numerical values that represent a point in a multi-dimensional space. Each…

Autonomous vehicles have revolutionized the automotive industry, promising safer and more efficient transportation. One of the key components in developing such vehicles is building a robust object detection system capable of accurately identifying and tracking objects in real time. In this article, we will explore the implementation of an advanced…

It's exciting to see the world of AI revolutionizing day by day with more powerful tools being built. At the same time, there are challenges of large hardware requirements (GPU, TPU, IPU, etc.) for model training and deploying which involves huge cost factors and latency issues that we need to…

With the revolution that recent generative AI systems have brought in, it is time to emphasize more towards building responsible, trustworthy, unbiased, fair and ethical systems. The Potential Risks of Generative AI Generative AI has the potential to be used for a variety of harmful purposes, including: Deepfakes: Deepfakes are AI-generated videos or images that are…

LangChain is a cross-platform framework built around language-based applications. With the revolutionizing growth around large language models, LangChain serves with most common language models through APIs. As of now, it's implemented in both Python & JavaScript/TypeScript. 🦜️🔗 LangChain | 🦜️🔗 LangChain LangChain is a framework for developing applications powered by language models. We believe that the most powerful and…docs.langchain.com

Following up with Hitaya Healthcare for underserved communities by leveraging Intel OneAPI products, this time we illustrate how Intel oneDNN can help accelerate computer vision problems. Here we have an image classification problem for skin cancer detection.

Generative AI has taken a boom in recent times. With the advent of Foundational models(which are trained on billions of data and…

Previous article we covered our overview approach to our solution under healthcare for underserved communities. This article is a continuation of that series, wherein we run down steps of how we’re making our predictions leveraging machine learning. For this let us take an example of one of our diseases. We’re…