Introduction: First we’ll look what actually is RAG ? In the ever-evolving landscape of natural language processing, Retrieval-Augmented Generation (RAG) has emerged as a transformative technology. In this article, we delve into the features of RAG and explore the revolutionary concept of RAG Fusion, unlocking a new dimension in information retrieval. Features of RAG: RAG, […]
RAG Fusion: AI-Powered Insights Unleashed Read More »
LLaVA (Large Language-and-Vision Assistant) is an advanced AI model that combines a vision encoder and large language models for general-purpose visual and language understanding. It is a novel end-to-end trained multimodal model that aims to achieve impressive chat abilities while mimicking the behavior of multimodal models like GPT-4. The key focus of this model is visual instruction tuning,
Introduction Mistral 7B is a 7-billion-parameter language model released by Mistral AI(opens in a new tab). Mistral 7B is a carefully designed language model that provides both efficiency and high performance to enable real-world applications. Due to its efficiency improvements, the model is suitable for real-time applications where quick responses are essential. At the time of
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OpenAI has announced several new models and developer products at their DevDay. Dozens of new additions and improvements, and reduced pricing across many parts of the platform are made: 1) New GPT-4 Turbo model that is more capable, cheaper and supports a 128K context window. 2)New multimodal capabilities in the platform, including vision, image creation
All new GPT-4 turbo, GPT-4 vision and DALL-3 API’S Read More »
In recent years, Impact of LLMs on Education has sparked significant excitement and debate within the education sector. These advanced technologies, powered by artificial intelligence, have the potential to revolutionize the way we learn and teach. This blog post delves into the promises and pitfalls associated with the integration of LLMs in education, exploring both
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In today’s digitally-driven world, businesses are constantly seeking innovative ways to boost their revenue streams. One such innovation that has gained significant traction is the use of Language Models (LLMs). These powerful AI-driven tools are not just about automating tasks; they are transforming the way businesses operate and, in turn, generating substantial revenue. Given the
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Introduction to Chainlit: In the realm of cutting-edge technology, the power of Large Language Models (LLMs) is undeniable. They can transform your applications, making them smarter and more user-friendly. But what if you’re not a seasoned developer or machine learning expert? Enter Chainlit, the game-changing platform that empowers you to effortlessly integrate LLMs into your
Chainlit: Build LLM Apps in No Time Read More »
Introduction The Institute of Technological Innovations from the UAE has unveiled Falcon 180B, the largest open language model, displacing Llama 2 from the top spot in the rankings of pre-trained open-access language models by HuggingFace. The model was trained on 3.5 trillion tokens using the RefinedWeb dataset. Falcon boasts 180 billion parameters, which is 2.6 times more than the
Falcon 180b vs. Llama 2 70b: A Deep Learning Model Showdown Read More »
Introduction: In the ever-evolving landscape of language processing technology, LLama2 has emerged as a game-changer, redefining the standards for open-source large language models (LLMs). With its remarkable capabilities, extensive features, and superior performance, LLama2 stands out as the best LLM available today. In this article, we will delve into the reasons why LLama2 has garnered
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