AI/ML Resources

How To Use LLMs: Summarize Long Documents

This article gives a step-by-step solution to summarizing really long documents using Generative AI and Large Language Models.

May 6, 2024

by Roger Oriol

· 1,743 Views · 2 Likes

Explainable AI: Interpreting BERT Model

Learn how explainable AI techniques like Integrated Gradients can be used to make a deep learning NLP model interpretable.

May 6, 2024

by Sai Sharanya Nalla

· 3,895 Views · 5 Likes

Vector Databases for Generative AI Applications

This post details a recent talk from a session at GIDS 2024 and provides a deeper look into the fundamentals of vector databases for Generative AI applications.

May 6, 2024

by Abhishek Gupta

CORE

· 3,058 Views · 2 Likes

Microsoft Reveals Phi-3: First in a New Wave of SLMs

Phi-3, Microsoft's innovative small language model, boosts efficiency, affordability, and performance with quicker deployment.

May 3, 2024

by Dileep Kumar Pandiya

· 3,714 Views · 1 Like

Securing the Generative AI Frontier: Specialized Tools and Frameworks for AI Firewall

In this article, you will learn about specialized tools and frameworks for prompt inspection and protection or AI firewalls.

May 3, 2024

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 3,999 Views · 4 Likes

Preventing Account Takeover Through Open and Centralized Compromised Credential Index

Account Takeover frauds cause billions of dollars to people and companies. An open security standard could prevent this across software applications.

May 2, 2024

by Chetan Honnenahalli

· 1,892 Views · 2 Likes

Optimizing Azure DevOps Pipelines With AI and Continuous Integration

This article helps in leveraging AI to help detect issues, optimize workflows, and deliver high-quality software efficiently.

May 2, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 7,561 Views · 3 Likes

Understanding Gen AI: RAG Implementation

RAG is a technique to use existing LLMs to generate contextual responses with proprietary data, without the need to retrain the LLMs, offering a cost-effective solution.

May 2, 2024

by Ganesh Kumar Murugesan

· 3,650 Views · 2 Likes

The Evolution of Platform Extensibility

From API to AI, this article attempts to capture the state of extensibility and charts a course for what the future might hold.

April 30, 2024

by Ashwin Ganesh Krishnamurthy

· 1,641 Views · 1 Like

Exploration of Azure OpenAI

Follow an overview of Azure Open AI and its significance in the field of artificial intelligence, learning how to build intelligent applications.

April 30, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 2,649 Views · 3 Likes

AI-Driven Development: Maximizing Efficiency With GitHub Copilot and Seamless Chat Collaboration in Visual Studio IDE

GitHub Copilot AI assistant speeds up development by providing automatic code completions, suggestions, and many more that enhance developer's productivity.

April 30, 2024

by Naga Santhosh Reddy Vootukuri

CORE

· 2,624 Views · 3 Likes

AI Is BS Spelled AI

What is AI? In this opinion piece, follow along with the discussion of whether artificial intelligence or virtual assistance is the end goal.

April 29, 2024

by Greg Hall

· 1,186 Views · 1 Like

Implementing RSA From Scratch in Python (Part 2)

In Part 2 of this Python series, explore a discussion about Random Prime Numbers and the Fibonacci Number Calculation when implementing RSA from scratch.

April 29, 2024

by Traven West

· 1,376 Views · 1 Like

Develop XR With Oracle, Ep 7: Teleport Live 3D Objects From Ray-Bans to Magic Leap, Quest, Vision Pro, and 3D Printers

Share live 3D objects captured with Ray-Bans with XR (AR, VR, or MR) and/or 3D printers with a similar experience as what exists today for 2D pictures/printers.

April 29, 2024

by Paul Parkinson

· 4,125 Views · 2 Likes

How To Use Retrieval Augmented Generation (RAG) for Go Applications

In this article, learn how to implement RAG (using LangChain and PostgreSQL) to improve the accuracy and relevance of LLM outputs.

April 29, 2024

by Abhishek Gupta

CORE

· 3,533 Views · 2 Likes

New All-Flash Solutions To Streamline Data Management for AI and High-Volume Workloads

Quantum's all-flash solutions simplify data management for AI and high-volume workloads, offering high-performance storage and seamless integration.

April 29, 2024

by Tom Smith

CORE

· 2,076 Views · 1 Like

Turbocharge Innovation With Automated API Generation: Leveraging Automated API Generation for a Competitive Advantage

Amplify the potential of generative AI and low- and no-code platforms in API generation by highlighting their roles in fostering innovation and expediting time to market.

April 28, 2024

by Pratik Prakash

CORE

· 4,144 Views · 4 Likes

Diffusion and Denoising: Explaining Text-To-Image Generative AI

Denoising diffusion models are trained to pull patterns out of noise, to generate a desirable image. This article illustrates the different ways to use diffusion.

April 26, 2024

by Kevin Vu

· 1,587 Views · 1 Like

Revolutionizing Business Intelligence: The Role of Explainable AI and Empowering Non-Technical Users

Explore the future of Business Intelligence (BI) with insights on explainable AI, empowering non-technical users, and the evolving role of data teams.

April 26, 2024

by Tom Smith

CORE

· 1,917 Views · 1 Like

Enhancing Web Scraping With Large Language Models: A Modern Approach

Explore the integration of Large Language Models (LLMs) with web scraping and the use of LLMs to efficiently transform complex HTML into structured JSON.

April 25, 2024

by Nacho Corcuera

· 7,507 Views · 3 Likes

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