AI/ML Resources

New Tools and Platforms To Accelerate Generative AI Development

NVIDIA unveils Blackwell GPU, NIM microservices, Omniverse APIs, and partnerships simplify generative AI development for enterprise, robotics, and quantum computing.

March 21, 2024

by Tom Smith

CORE

· 3,401 Views · 1 Like

Implement RAG Using Weaviate, LangChain4j, and LocalAI

In this blog, you will learn how to implement Retrieval Augmented Generation (RAG) using Weaviate, LangChain4j and LocalAI.

March 21, 2024

by Gunter Rotsaert

CORE

· 4,238 Views · 3 Likes

PostgresML: Streamlining AI Model Deployment With PostgreSQL Integration

By embracing PostgresML, organizations can tap into the power of AI-driven insights and gain a competitive edge in today's data-centric landscape.

March 20, 2024

by Pankaj Zanke

· 10,993 Views · 2 Likes

Graphs and Language

This comprehensive blog is a written transcription of Louis Guitton's talk at a recent conference, where he shared his insights around knowledge on Graph RAG and LLMs.

March 20, 2024

by Louis Guitton

· 2,267 Views · 1 Like

98% GPU Utilization Achieved in 1K GPU-Scale AI Training Using Distributed Cache

In this article, learn how JuiceFS achieved over 98% GPU utilization in 1,000 GPU-scale AI training using distributed cache.

March 19, 2024

by Edric Mo

· 1,807 Views · 1 Like

The Power of AI: Building a Robust Data Ecosystem for Enterprise Success

The article emphasizes the importance of building a comprehensive data ecosystem for enterprises, covering key principles, critical components, and value drivers for success.

March 19, 2024

by Siddharth Rajagopal

· 10,100 Views · 3 Likes

AI Revolution Journey With Qwen, RAG, and LangChain

This article provides an insightful exploration of the AI Revolution journey, delving into the concepts of Qwen, Retrieval-Augmented Generation (RAG), and LangChain.

March 19, 2024

by Farruh Kushnazarov

· 1,921 Views · 1 Like

Extracting Keywords From Text Using Natural Language Processing

With this article, I would like to help you broaden your understanding of NLP and show how spaCy can be your powerful ally in effective keyword extraction.

March 19, 2024

by Akshay Jain

· 47,958 Views · 104 Likes

ChatGPT Code Smell [Comic]

What is that smell? In this latest comic from Daniel Stori, discover the result of ChatGPT-generated code.

March 19, 2024

by Daniel Stori

CORE

· 4,489 Views · 2 Likes

Harmonizing AI: Crafting Personalized Song Suggestions

Diving into machine learning, I developed "EmotiTuneOT," a system recommending songs based on users' emotions, using DeepLake and LangChain.

March 19, 2024

by Nacho Corcuera

· 3,183 Views · 1 Like

Rethinking DevOps in 2024: Adapting to a New Era of Technology

Emerging technologies, evolving methodologies, and changing business needs are redefining what it means to implement DevOps practices effectively.

March 18, 2024

by Ankush Madaan

· 5,104 Views · 1 Like

LangChain, Python, and Heroku

In this tutorial, learn how to build and deploy LLM-based applications with ease using LangChain, Python, and Heroku for streamlined development and deployment.

March 18, 2024

by Alvin Lee

CORE

· 4,942 Views · 3 Likes

Crafting a Custom Sports Activity Service With OpenAI and Node.js

Development journey of a Node.js application with OpenAI integration, craft a tailored sports activity service that dynamically adapts to unique fitness indicators.

March 18, 2024

by Anton Kalik

· 7,156 Views · 1 Like

AI-Driven API and Microservice Architecture Design for Cloud

Incorporating AI into API and microservice architecture design for the Cloud can bring numerous benefits. Here are some key aspects.

March 18, 2024

by Nilesh Charankar

· 17,485 Views · 3 Likes

Building a Sustainable Data Ecosystem

Generative AI brings innovation, but it also brings challenges in privacy, fairness, and accountability in data sharing.

March 15, 2024

by Chidumga Izuzu

· 6,616 Views · 6 Likes

Understanding Softmax Activation Function for AI/ML Engineers

The article explains the softmax function's role in turning neural network outputs into probabilities for classification in machine learning.

March 15, 2024

by Pavan Belagatti

CORE

· 4,145 Views · 7 Likes

Optimizing Model Training: Strategies and Challenges in Artificial Intelligence

When you train a model, you send data through the network multiple times. Think of it like wanting to become the best basketball player.

March 15, 2024

by Mirza Naeem

· 4,251 Views · 1 Like

Building Safe AI: A Comprehensive Guide to Bias Mitigation, Inclusive Datasets, and Ethical Considerations

Data quality is key for fair AI. Biased or incomplete datasets lead to AI models that make unfair or inaccurate decisions, harming individuals and eroding trust.

March 14, 2024

by Ram N

· 5,806 Views · 3 Likes