AI/ML Resources

Supercharge Your Coding Workflow With Ollama, LangChain, and RAG

Learn how to build a retrieval-augmented generation (RAG) code assistant using Ollama and LangChain to optimize your coding workflow.

December 30, 2024

by Santhosh Vijayabaskar

CORE

· 7,351 Views · 6 Likes

Getting Started With Snowflake Snowpark ML: A Step-by-Step Guide

This guide discusses setting up the Snowpark ML library, configuring your environment, and implementing a basic ML use case.

December 30, 2024

by Sevinthi Kali Sankar Nagarajan

· 4,088 Views · 2 Likes

Implementing CRUD Operations With NLP Using Microsoft.Extensions.AI

Learn how to implement CRUD operations using NLP in a .NET Web API application with the Microsoft.Extensions.AI library for a light management system.

December 30, 2024

by Baraneetharan Ramasamy

· 3,639 Views · 1 Like

AI in 2024: Year in Review and Predictions for 2025

The past year has been transformative for artificial intelligence. Let's review the major developments of 2024 and explore what the future might hold in 2025.

December 30, 2024

by Roger Oriol

· 2,625 Views

5 AI Trends That Will Define Software Development in 2025

In this article, we’ll explore the top AI trends that will shape software development in 2025: Agentic AI, Multimodal AI, Democratization of AI, and more.

December 27, 2024

by Sameer Danave

· 6,378 Views

Creating Your First GenAI RAG App: Sony TV Manual Example

For novices, this tutorial demonstrates how to chunk PDF manuals, embed them with OpenAI, retrieve relevant text via FAISS, and produce GPT-based answers using RAG.

December 27, 2024

by Shreyam Dutta Gupta

· 3,564 Views · 3 Likes

Advancing Enterprise AI Solutions With Agentic RAG

Agentic RAG revolutionizes enterprise AI solutions by combining RAG with autonomous AI agents, enabling smarter, more proactive, and task-oriented AI applications.

December 27, 2024

by Suri (thammuio)

CORE

· 26,087 Views · 3 Likes

Building Intelligent Multi-Agent Conversational Systems Using the AutoGen Framework

Learn how to build scalable multi-agent conversational AI systems easily using the AutoGen framework with modular and extensible features.

December 26, 2024

by Aravind Nuthalapati

CORE

· 23,395 Views · 3 Likes

The Future of Data Lies in Transformer Models vs. Big Data Transformations

Last year witnessed the explosive rise of large models, generating global enthusiasm and making AI seem like a solution to all problems.

December 25, 2024

by William Guo

· 5,328 Views · 1 Like

Creating Scalable, Compliant Cloud Data Pipelines in SaaS through AI Integration

Cloud-based AI data pipelines provide SaaS companies with scalable, cost-effective solutions for real-time insights and efficient data management.

December 24, 2024

by Venkata Gummadi

· 23,892 Views · 3 Likes

Implementing Ethical AI: Practical Techniques for Aligning AI Agents With Human Values

Ethical AI empowers alignment with human values through Reinforcement Learning from Human Feedback, external data, and transparency practices.

December 24, 2024

by Aravind Nuthalapati

CORE

· 37,869 Views · 4 Likes

From Prompt to Running Microservice: ServiceBricks Step-By-Step

Using ServiceBricks and this step-by-step guide, create modular microservices from scratch with artificial intelligence, source code generation, and a prompt.

December 24, 2024

by Danny Logsdon

· 6,001 Views · 4 Likes

Managing Software Engineering Teams of Artificial Intelligence Developers

Learn the importance of focusing on continuous learning by observing the latest AI development best practices and integrating them with the engineering team.

December 24, 2024

by Sandeep Kaipu

· 3,741 Views · 1 Like

Natural Language Processing (NLP) for Voice-Controlled Frontend Applications: Architectures, Advancements, and Future Direction

Learn NLP methodologies for voice-controlled front-end applications and the latest developments in speech recognition, natural language understanding, and more.

December 23, 2024

by Maulik Suchak

· 3,833 Views · 2 Likes

RAG From a Beginner to Advanced: Introduction [Video]

By integrating RAG, we can overcome many limitations of traditional LLMs, providing more accurate, up-to-date, and domain-specific answers.

December 23, 2024

by Mohammed Talib

· 2,386 Views · 2 Likes

The Art of Prompt Engineering in Incident Response

Explore the foundations, benefits, and best practices for mastering prompt engineering in Incident Response.

December 23, 2024

by Dimple Gajra

· 5,436 Views · 2 Likes

The Next Big Thing: How Generative AI Is Reshaping DevOps in the Cloud

Generative AI is transforming DevOps in the cloud, driving innovation, automating workflows, and enhancing efficiency for teams navigating modern cloud environments.

December 20, 2024

by Marija Naumovska

CORE

· 6,142 Views · 5 Likes

Idea to Running: One Minute

Natural Language prompts create an instant running system — app, API, and database — leveraging GenAI with declarative business rules. Free, in the cloud.

December 20, 2024

by Val Huber

CORE

· 4,822 Views · 4 Likes

Exploring the New Boolean Data Type in Oracle 23c AI

Oracle 23c AI introduces native support for the boolean data type, enabling straightforward representation of true, false, and null values in SQL and PL/SQL.

December 19, 2024

by arvind toorpu

CORE

· 5,238 Views · 2 Likes

Redefining Ethical Web Scraping in the Wake of the Generative AI Boom

The article explains the essence of ethical web data collection, best practices, key challenges, and discussions that the AI boom has sparked in recent years.

December 19, 2024

by Karolis Didziulis

· 4,708 Views · 1 Like

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