Introduction Vectors form the bedrock of many intricate artificial intelligence applications, such as semantic search and anomaly detection. This article embarks on a journey to explore the fundamentals of embeddings, delving into sentence embeddings and vector representations. Practical approaches like mean pooling, cosine similarity, and the architecture of dual encoders with BERT will be discussed….
Falcon 3: Redefining AI TII’s aspiration to redefine artificial intelligence has reached new heights with the launch of the advanced Falcon 3. This latest – generation release is setting a new performance standard in the realm of open – source AI models. The Falcon 3 model’s lightweight design is revolutionizing the way we interact with…
Introduction Large language models (LLMs) have revolutionized content – related work. Models such as GPT – 4, Gemini, and Llama have made tasks like summarization, translation, and generation a breeze for individuals. However, for companies, LLMs alone are not sufficient. Businesses require systems that can generate actionable results within their specific business contexts. They need…
2024: A Transformative Year for AI The year 2024 was a significant period for artificial intelligence, characterized by remarkable innovations and formidable challenges. With an estimated global AI market value of $500 billion, it gave rise to numerous tools, apps, and companies that revolutionized industries and our daily lives. However, these technological wonders were accompanied…
Introduction In the ever – evolving landscape of technology and machine learning, the focus has shifted from the micro – cloud to mobile devices. Two prominent tools for deploying models directly on phones and tablets are TensorFlow Lite and PyTorch Mobile. While both are designed for mobile operation, they have distinct advantages and disadvantages. On…
An Exciting Opportunity from ISRO For those with a passion for the intersection of technology and education, the Indian Space Research Organisation (ISRO) has something remarkable to offer. From August 19 to 23, ISRO is conducting a free, comprehensive online course focused on artificial intelligence (AI) and machine learning (ML). This course is a golden…
Introduction The year 2024 was a thrilling yet challenging ride for OpenAI, a leading name in the realm of artificial intelligence. It witnessed a series of product launches, leadership changes, and legal disputes, all of which highlighted the promise and perils of developing advanced AI systems in a constantly evolving technological and ethical environment. OpenAI’s…
Introduction In the ever – evolving landscape of artificial intelligence, the dream of machines understanding and responding accurately to our questions is no longer a far – fetched fantasy. Thanks to the rapid progress in AI, this vision is coming to life. Andrew Ng, a renowned figure in the AI domain and the founder of…
Introduction In recent years, Artificial Intelligence has made remarkable strides, especially in natural language processing. Among the plethora of AI language models, GPT – 4 and Llama 3.1 have emerged as two prominent players. Both models are designed to understand and generate human – like text, making them invaluable for various applications, from customer support…
Introduction For bloggers and content creators, crafting visually engaging content can be a time – consuming endeavor. After penning a compelling article, the task of finding suitable images often poses a separate challenge. But what if there was a way for AI to handle it all? Envision a seamless process where, alongside your writing, AI…
