Category: Intermediate
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Mastering Amazon Redshift: Craft Clusters & Unleash Data Insights
Introduction In the ever-evolving landscape of data analytics, the search for efficient and powerful tools to harness the potential of big data is relentless. Amid these efforts, Amazon Redshift is emerging as a stalwart that offers a beacon of hope for organizations navigating a sea of data complexity. However, mastering Redshift is more than deploying…
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Nvidia Introduces VILA: Visual Language Intelligence and Edge AI 2.0
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in AI, Applications, Artificial Intelligence, Edge AI 2.0, Guide, images, Intermediate, IOT, language models, LLM, LLMs, Models, NVIDIA, training, VILA, visual modelIntroduction Visual Language Models (VLMs) are revolutionizing the way machines comprehend and interact with both images and text. These models skillfully combine techniques from image processing with the subtleties of language comprehension. This integration enhances the capabilities of artificial intelligence (AI). Nvidia and MIT have recently launched a VLM named VILA, enhancing the capabilities of…
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Advanced RAG Technique : Langchain ReAct and Cohere
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in API, blogathon, framework, Generative AI, Guide, Intermediate, langchaian, Langchain, Large Language Models, LLM, LLMs, Models, Python, query, strategy, vectorIntroduction This article explores Adaptive Question-Answering (QA) frameworks, specifically the Adaptive RAG strategy. It discusses how this framework dynamically selects the most suitable method for large language models (LLMs) based on query complexity. It highlights the learning objectives, features, and implementation of Adaptive RAG, its efficiency, and its integration with Langchain and Cohere LLM. The…
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Is Coding Dead? Google’s CodeGemma 1.1 7B Explained
Introduction CodeGemma 7B is a specialized open code model built on top of Gemma, a family of language models developed by Google DeepMind. It is designed for a variety of code and natural language generation tasks. The 7B model is part of the Gemma family and is further trained on more than 500 billion tokens…
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Paramanu-Ganita: A New Mathematical Model that Outperforms LLaMa, Falcon, and PaLM
Introduction Large language models (LLMs) have dramatically reshaped computational mathematics. These advanced AI systems, designed to process and mimic human-like text, are now pushing boundaries in mathematical fields. Their ability to understand and manipulate complex concepts has made them invaluable in research and development. Among these innovations stands Paramanu-Ganita, a creation of Gyan AI Research.…
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LLMs Exposed: Are They Just Cheating on Math Tests?
Introduction Large Language Models (LLMs) are advanced natural language processing models that have achieved remarkable success in various benchmarks for mathematical reasoning. These models are designed to process and understand human language, enabling them to perform tasks such as question answering, language translation, and text generation. LLMs are typically trained on large datasets scraped from…
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What is OpenAI’s Sora Diffusion Transformer (DiT)?
Introduction OpenAI Sora is back and making waves with its first-ever commissioned music video, “Washed Out – The Hardest Part” This mind-blowing creation was stitched together from 55 individual clips, each generated by Sora itself. Sounds almost too good to be true, right? Well, believe it! Back in February 2024, OpenAI’s Sora took the world…
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How to Use Llama 3 as Copilot in VS Code for Free
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Introduction You’ve probably heard all the hype around Meta‘s latest release, Llama 3. This sophisticated AI model has been integrated into various platforms to enhance their capabilities and expand industry applications. Did you know that it can even help to improve the coding process in Visual Studio Code (VS Code)? Yes, in fact, Llama 3…
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Understanding Fuzzy C Means Clustering
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Introduction Clustering is an unsupervised machine learning algorithm that groups together similar data points based on criteria like shared attributes. Each cluster has data points that are similar to the other data points in the cluster while as a whole, the cluster is dissimilar to other data points. By making use of clustering algorithms, we…
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Building Responsible AI with Guardrails AI
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in AI, API, Applications, ChatGPT, Github, Guide, Intermediate, language models, Large Language Models, LLMs, Models, Object, Python, validationIntroduction Large Language Models (LLMs) are ubiquitous in various applications such as chat applications, voice assistants, travel agents, and call centers. As new LLMs are released, they improve their response generation. However, people are increasingly using ChatGPT and other LLMs, which may provide prompts with personal identifiable information or toxic language. To protect against these…
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From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs
Introduction Every week, new and more advanced Large Language Models (LLMs) are released, each claiming to be better than the last. But how can we keep up with all these new developments? The answer is the LMSYS Chatbot Arena. The LMSYS Chatbot Arena is an innovative platform created by the Large Model Systems Organization, a…
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Flask Application Dockerization: Creating a Docker Image
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Introduction In the fast-paced software development industry, mastering robust application management and smooth deployment is crucial. Docker, a game-changing technology, has revolutionized software distribution, running, and bundles by separating applications from infrastructure, enabling quick software delivery. It improves portability, scalability, and workflow optimization, making it a standard component in current development practices. This article aims…
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Implementing Query2Model: Simplifying Machine Learning
Introduction Embark on an exciting journey into the world of effortless machine learning with “Query2Model”! This innovative blog introduces a user-friendly interface where complex tasks are simplified into plain language queries. Explore the fusion of natural language processing and advanced AI models, transforming intricate tasks into straightforward conversations. Join us as we delve into the…
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Microsoft Phi 3 Mini: The Tiny Model That Runs on Your Phone
Introduction In the field of artificial intelligence (AI), there’s always been a belief that bigger is better. But Microsoft has just shaken things up with their latest creation, Phi-3-mini. It’s a small AI model that’s turning heads by showing that size isn’t everything. Despite being much smaller than its counterparts, Phi-3-mini can hold its own…
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Top 20+ RAG Interview Questions
Introduction RAG has been a game-changer in the developing fields of GenAI, Data Science, and AI. Because RAG models let machines produce more accurate, coherent, and consistent language with facts, they transform how humans engage with technology. RAG is bringing the idea of robots that can write unique content, engrossing product descriptions, and news pieces to life.…