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AI/ML

Deploying NVIDIA NIM for Generative AI Applications

NVIDIA’s NIM (Neural Inference Microservices) provides developers an efficient way to deploy optimized AI models from various sources, including community partners...
Adesoji Alu
3 min read

How vLLM and Docker are Changing the Game for LLM Deployments

Have you ever wanted to deploy a large language model (LLM) that doesn’t just work well but also works lightning-fast? Meet...
Tanvir Kour
2 min read

Exploring LLMs: Ollama, vLLM, Hugging Face, LangChain, and Open WebUI

The world of large language models (LLMs) is evolving rapidly, offering diverse tools for developers to integrate powerful AI into their...
Tanvir Kour
2 min read

The Ultimate Guide to Top LLMs for 2024: Speed, Accuracy, and Value

Introduction Large Language Models (LLMs) have revolutionized the field of artificial intelligence, enabling machines to understand, interpret, and generate human-like text...
Adesoji Alu
2 min read

Cracking the Code: Estimating GPU Memory for Large Language Models

As AI enthusiasts and developers, we’ve all encountered the daunting task of deploying Large Language Models (LLMs). One crucial aspect of...
Adesoji Alu
3 min read

Large Language Models in Vertical Industries: Revolutionizing Medical Documentation

Large Language Models (LLMs) have emerged as a groundbreaking force in artificial intelligence, demonstrating remarkable capabilities in understanding and generating human-like...
Tanvir Kour
2 min read

Leveraging Large Language Models to Transform AI-Driven Applications

Large language models (LLMs) are revolutionizing AI applications by using enormous volumes of data to comprehend and produce language similar to...
Tanvir Kour
3 min read

Is NPU better than GPU?

When discussing hardware acceleration for AI workloads, both Neural Processing Units (NPUs) and Graphics Processing Units (GPUs) are leading technologies. However,...
Adesoji Alu
4 min read

Exploring the Revolutionary Nemotron-4-340B-Instruct: Enhanced Instruction Following and Mathematical Reasoning

Model Overview Nemotron-4-340B-Instruct is a large language model developed by NVIDIA, designed for English-based single and multi-turn chat applications. It has...
Adesoji Alu
4 min read

Next-Gen VIN Decoders: Exploring Cutting-Edge Technologies for Smarter Vehicle Identification

With the rapid pace of the automotive world, identification has become more necessary today than it has been at any other...
Tanvir Kour
3 min read

1 Step to Market Research Report Generation: Designing Agentic Workflows for Complex LLM Applications

Market research report generation using large language models (LLMs) has become increasingly viable as these models continue to evolve. Learn more...
Adesoji Alu
5 min read

2 ways to Assessing and Evaluating LLM Outputs: Ensuring Relevance, Accuracy, and Coherence of LLMs

As large language models (LLMs) become increasingly integrated into applications, ensuring their outputs are relevant, factually accurate, and coherent is paramount....
Adesoji Alu
4 min read

2 Ways to Building an Intelligent LLM-Based Voice Chatbot with Minimal Latency

In today’s fast-paced digital world, conversational AI and chatbots are transforming the way we interact with machines. A critical element of...
Adesoji Alu
3 min read

3 Proven Methods for Real-Time Voice Transcription Success: Balancing Precision and Performance in Critical Industries

In industries like healthcare, legal, and finance, real-time voice transcription has become critical. The demand is not only for transcription speed...
Adesoji Alu
7 min read

7 Large Language Model (LLM) Use Cases and Applications: How AI is Reshaping Industries

Large Language Models (LLMs) like GPT-4 have become the backbone of modern AI applications, unlocking new capabilities in natural language understanding,...
Tanvir Kour
4 min read

4 Key Intersections of Cryptocurrency and Artificial Intelligence (AI)

Given the timeline of their respective developments, shared foundational basis in technology, and application in data-driven processes, it makes perfect sense...
Tanvir Kour
3 min read

Powerful RAG Techniques for AI and NLP Projects

Retrieval Augmented Generation also known as (RAG) is the process of optimizing the output of a large language model, so it...
Adesoji Alu
21 min read

How AI-Based Tools Help You Reformulate Content Effectively?

AI has emerged as a perfect solution to streamline business workflows across various industries lately. Recent reports suggest that many companies...
Avinash Bendigeri
3 min read

Building an End-to-End Retrieval-Augmented Generation (RAG) Pipeline for AI

Discover the power of Retrieval-Augmented Generation (RAG) in AI systems. Learn how combining retrieval and generative models boosts accuracy and relevancy....
Ajeet Raina
2 min read

What are Large Language Models? – LLM AI Explained

Large Language Models (LLMs) have emerged as a groundbreaking force in artificial intelligence, revolutionizing how we interact with computers and process...
Avinash Bendigeri
1 min read

The Investment Landscape of Generative AI: Opportunities and Challenges

Thanks to its creative ideas and unheard-of development potential, generative AI is revolutionizing several industries. This technique promises a revolutionary influence...
Tanvir Kour
2 min read

How AI Is Transforming PC Software in 2024 | Innovations & Trends

Discover how Artificial Intelligence is reshaping PC software development in 2024, from code generation to security enhancements and user experiences.
Karan Singh
3 min read

What is OpenDevin and what Number 1 problem does it solve for you?

Software development is becoming increasingly complex. From managing intricate codebases to deploying applications across various platforms, developers face a multitude of...
Adesoji Alu
11 min read

The Future of AI and SEO

Discover how Artificial Intelligence is revolutionizing SEO in our latest blog. Explore the intersection of AI and SEO and stay ahead...
Avinash Bendigeri
3 min read

How GenAI is Transforming Portfolio Management, Trading, and Personalization?

Discover how GenAI revolutionizes investment strategies with AI-powered portfolio management, algorithmic trading, and personalized plans for maximum returns.
Karan Singh
3 min read

5 Ways AI and Data Analytics Help Organisations Generate Actionable Intelligence

Artificial intelligence (AI) and data analytics are revolutionising the business landscape by offering tools that transform colossal datasets into insightful, actionable...
Karan Singh
3 min read

What is Cloud-Native AI? – Challenges and Opportunities

In today’s rapidly evolving technological landscape, the convergence of Cloud Native (CN) and Artificial Intelligence (AI) has emerged as a game-changer,...
Avinash Bendigeri
3 min read

The Ollama Docker Compose Setup with WebUI and Remote Access via Cloudflare

Explore a Docker Compose setup combining Ollama, Ollama UI, and Cloudflare for local AI model hosting and remote accessibility. GPU support...
Avinash Bendigeri
2 min read

Running OpenLLM on GPUs using PyTorch and vLLM backend in a Docker Container

OpenLLM is a powerful platform that simplifies deploying open-source large language models (LLMs). With integrations like OpenAI's Compatible Endpoints and Transformers...
Ajeet Raina
5 min read

Understanding Large language Models: A Comprehensive Guide – Part 1

Discover the fascinating world of Large Language Models (LLMs) and their impact on human knowledge and creativity. Learn how these AI...
Adesoji Alu
4 min read

How to Deploy MLFlow on Kubernetes

MLFlow is a platform that simplifies the end-to-end machine learning lifecycle, aiding in experiment tracking, reproducibility, and deployment. Deploying MLFlow on...
Abraham Dahunsi
2 min read

Securing Your OpenAI API Keys: Best Practices and Considerations

Discover how to secure your OpenAI API keys for your Kubernetes Recommender System and prevent potential threats with these best practices...
Ajeet Raina
2 min read

OpenAI’s Next Level Sora: Advancements in Text-to-Video Generation

OpenAI’s generative video creation tool, Sora, produces HD videos instantly from text prompts. Learn the capabilities of this game-changing text-to-video tool....
Fahad Khan
4 min read

The Importance and Use Cases of GPT AI: Transformer Architecture and Versatility

Discover the power of GPT AI - a revolutionary model by OpenAI for natural language processing. Learn about its transformer architecture...
Adesoji Alu
7 min read

Why are LLMs Important?

Discover the technical components that power Large Language Models (LLMs) and understand how they revolutionize human-computer interactions and language processing.
Adesoji Alu
6 min read

Leveraging GenAI for Long-Term Investment in Tech Platforms

Discover how Generative AI is revolutionizing tech investments by offering predictive insights and risk assessments. Learn more about its advantages and...
Karan Singh
3 min read
Create an image in the style of a Ghibli-inspired anime oil painting, depicting DevOps sitting in a data center.

The Impact of Containerization on Investment in AI Technologies

Imagine a world in which containerization and AI harmonize harmoniously to transform company operations and investment. This article explores how these...
Avinash Bendigeri
2 min read

Here Is How AI Has Changed The Way We Trade

Discover how artificial intelligence (AI) is revolutionizing trading strategies, market efficiency, and risk management in the world of finance. Explore more...
Karan Singh
3 min read

Large Language Models: A New Frontier for Tech Investors

Imagine a technological advancement that would transform entire sectors through language comprehension. Enter Large Language Models (LLMs), an emerging technology with...
Avinash Bendigeri
2 min read

How Kubernetes Can Help AI/ML?

Artificial Intelligence (AI) and Machine Learning (ML) have the potential to revolutionize various sectors, from healthcare to finance, and from transportation...
Abraham Dahunsi
3 min read

AI-Powered DevOps: Revolutionizing Collaboration and Efficiency

Discover the transformative power of AI in DevOps! Learn how artificial intelligence is revolutionizing the software development lifecycle and supercharging the...
Avinash Bendigeri
1 min read

How Generative AI is used in DevOps

Discover how Generative AI is revolutionizing DevOps by automating tasks, enhancing code generation, streamlining deployments, improving collaboration, and proactively identifying issues.
Avinash Bendigeri
3 min read

6 Ways AI Improves Company Productivity

Discover how Artificial Intelligence (AI) is transforming companies' productivity through automation, communication enhancement, self-learning culture, role-expansion, and data-driven efficiency. Optimizing processes...
Avinash Bendigeri
2 min read

How is GenAI different from ChatGPT?

Discover the differences between GenAI and ChatGPT in the world of generative AI! Learn how these technologies excel in various applications...
Arsheen Kour
2 min read

Why does AI need GPU?

Artificial intelligence and machine learning are amazing technologies that can do incredible things like understand human speech, recognize faces in photos,...
Avinash Bendigeri
3 min read

Kubernetes and AI: 3 Open Source Tools Powered by OpenAI

As per the recent Cloud-Native AI report generated by CNCF during the KubeCon + CloudNativeCon Europe conference, AI is empowering operators and developers...
Ajeet Raina
11 min read

AI-Powered Investing: Enhancing Decision-Making and Returns

Artificial Intelligence (AI) is transforming the landscape of investing, offering powerful tools to enhance decision-making and improve returns. AI-powered algorithms can...
Karan Singh
2 min read

Why Ollama is Crucial for Docker GenAI Stack?

Discover how Ollama server enables Mac users to efficiently run Docker GenAI stacks with large language models, offering speed, privacy, and...
Ajeet Raina
3 min read

The Role of AI in Custom Software Development

Discover how Artificial Intelligence is transforming the world of custom software development. Learn how AI is enhancing operational efficiency and addressing...
Avinash Bendigeri
3 min read

Latest Community-Curated Tutorials, Sample Apps, Events, and Videos | Collabnix Community Updates

Discover the latest community-curated tutorials, sample apps, events, and videos in the Collabnix Community. Submit your own content for inclusion in...
Ajeet Raina
2 min read

Kubetools Day Bengaluru: A Unique Show-n-Tell Event for Docker, Kubernetes, and AI Enthusiasts

Are you a tech enthusiast with a deep passion for Docker, Kubernetes, and the cutting-edge tools revolutionizing the AI ecosystem? Do...
Karan Singh
1 min read

Docker GenAI Stack on Windows using Docker Desktop

The Docker GenAI Stack repository, with nearly 2000 GitHub stars, is gaining traction among the data science community. It simplifies the...
Ajeet Raina
6 min read

Understanding the Relationship Between Machine Learning (ML), Deep Learning (DL), and Generative AI (GenAI)

Discover the intersection of Machine Learning (ML), Deep Learning (DL), and Generative AI (GenAI). Learn how GenAI leverages the strengths of...
Avinash Bendigeri
1 min read

How to Install and Run Ollama with Docker: A Beginner’s Guide

Let’s create our own local ChatGPT. In the rapidly evolving landscape of natural language processing, Ollama stands out as a game-changer,...
Ajeet Raina
3 min read

6 Ways to Adopt AI into Your Business

Join Our Slack Community The concept of intelligent machines has captivated human imagination for centuries. While Greek myths depicted mechanical men...
Karan Singh
3 min read

Cloud and DevOps 2.0 x Docker Community Meetup

Join us for an exciting in-person meetup at Bengaluru as we bring everyone together to participate, collaborate, and share their knowledge...
Ajeet Raina
1 min read

Understanding LLM Hallucination: Implications and Solutions for Large Language Models

Discover the world of large language models (LLMs) and their intriguing phenomenon of hallucination in artificial intelligence. Explore more in this...
Avinash Bendigeri
8 min read

Top 5 Machine Learning Tools For Kubernetes

Join Our Slack Community Kubernetes is a platform that enables you to automate the process of deploying, scaling, and managing applications...
Abraham Dahunsi
11 min read

Foundation Vs Generative AI Model Demystified

In the realm of artificial intelligence, the terms "foundation AI model" and "generative AI model" are often used interchangeably, leading to...
Ajeet Raina
1 min read

Using AI To Fund Your Startup

Anyone would agree that the world has made more progress with artificial intelligence (AI) in the past year than in the...
Karan Singh
3 min read

Top 5 Generative AI Challenges and Possible Solutions

Generative AI (GenAI) is a rapidly advancing field with the potential to revolutionize various industries and aspects of our lives. However,...
Avinash Bendigeri
2 min read

What are Large Language Models: Popularity, Use Cases, and Case Studies

Unveiling LLMs: A Glimpse into Their Popularity, Versatile Use Cases, and Real-World Case Studies
Avinash Bendigeri
2 min read

Generative AI: What It Is, Applications, and Impact

Generative AI is a type of artificial intelligence that can create new and original content, chat responses, designs, synthetic data, or...
Avinash Bendigeri
2 min read

Legal Tech AI: How AI revolutionized the Practice of Law

As technologies rapidly evolve and seep into all domains of our lives, even the traditionally analog industries such as law are...
Avinash Bendigeri
2 min read

Using Kubernetes and Slurm Together

Slurm is a job scheduler that is commonly used for managing high-performance computing (HPC) workloads. Kubernetes is a container orchestration platform...
Karan Singh
3 min read

How to Containerise a Large Language Model(LLM) App with Serge and Docker

Large language models (LLMs) are a type of artificial intelligence (AI) that are trained on massive datasets of text and code....
Adesoji Alu
4 min read

How to use Stable Diffusion to create AI-generated images

The convergence of Artificial Intelligence (AI) and art has birthed captivating new horizons in creative expression. Among the innovative techniques, Stable...
Karan Singh
2 min read

Using AI in Software Development for a Competitive Advantage

In today’s rapidly evolving technological landscape, software development plays a pivotal role in shaping businesses’ success. Companies strive to deliver innovative,...
Avinash Bendigeri
2 min read

Adapting to the AI Revolution: How Writers for Hire Embrace DevOps Challenges

The AI revolution is making waves in virtually every field, including DevOps. The DevOps landscape is becoming more complex with each...
Karan Singh
2 min read

Effective Strategies for Integrating AI and ML into Mobile App Development

Discover how to successfully incorporate AI and ML into your mobile app development strategy with these effective tips and techniques. Boost...
Avinash Bendigeri
4 min read
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