AI/ML Resources

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

· 3,757 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

· 9,378 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

· 1,776 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

· 1,461 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

· 8,830 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

· 1,543 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

· 46,778 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

· 3,539 Views · 1 Like

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

· 2,510 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

· 4,662 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

· 3,959 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

· 6,559 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

· 14,020 Views · 2 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

· 5,897 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

· 3,136 Views · 1 Like

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

· 3,443 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 Ramakrishnan Neelakandan

· 4,758 Views · 3 Likes

Is Computer Vision Difficult To Use?

Computer vision is a type of artificial intelligence that helps the computer to see the world, make interpretations, and analyze the visual world.

March 14, 2024

by Amrutha TESR

· 2,416 Views · 1 Like

Cohesity Simplifies Data Management and Security for Developers

Simplified data management and security for developers with a converged, AI-powered platform streamlines workflows and unlocks insights.

March 14, 2024

by Tom Smith

CORE

· 4,915 Views · 1 Like

Bridging the Gap: The Limits of AI Guardrails in Addressing Human Bias

Generative AI's power and bias highlight the need for technological guardrails alongside broader efforts to confront the enduring challenge of human bias.

March 14, 2024

by Navveen Balani

· 3,027 Views · 2 Likes

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