AI/ML Resources

Agentic Workflows for Unlocking User Engagement Insights

Learn how to generate actionable insights by having agentic workflows deployed on your user engagement data with the help of CrewAI.

February 19, 2025

by Pavan Vemuri

CORE

· 4,278 Views · 10 Likes

The Recursive Prerequisite [Comic]

Interviewing for a new developer job? You may want to brush up on your knowledge of Quicksort (and recruiting).

February 19, 2025

by Daniel Stori

CORE

· 4,477 Views · 4 Likes

Building Intelligent Microservices With Go and AWS AI Services

The development of intelligent applications has seen exponential growth since the convergence of Microservices architecture and cloud-based AI services.

February 18, 2025

by Sairamakrishna BuchiReddy Karri

· 5,122 Views · 2 Likes

Dive Into Tokenization, Attention, and Key-Value Caching

This article covers how key-value caching works and how it helps optimize large language models. It includes a text generation process to make it easy to understand.

February 18, 2025

by Kailash Thiyagarajan

· 5,563 Views · 1 Like

Creating an Agentic RAG for Text-to-SQL Applications

Agentic RAG simplifies text-to-SQL by modularizing tasks into tools like query transformation, hybrid search, and re-ranking, ensuring accuracy and scalability.

February 18, 2025

by Arjun Bali

· 10,740 Views

The Delegated Chain of Thought Architecture

The D-CoT architecture decouples reasoning from execution in LLM by centralizing reasoning in a "modulith" and delegating execution tasks to specialized modules.

February 18, 2025

by Pier-Jean MALANDRINO

CORE

· 4,850 Views · 4 Likes

Generate Unit Tests With AI Using Ollama and Spring Boot

Run Ollama LLM locally with Spring Boot to generate unit tests for Java. Ensure data privacy, easy setup, and seamless integration with Spring AI.

February 18, 2025

by Amol Gote

CORE

· 8,658 Views · 4 Likes

Multimodal RAG With Colpali, Milvus, and VLMs

Build a multimodal RAG app with ColPali, Milvus, and a visual language model to enable Q&A on PDFs using text and visual data indexed for efficient search.

February 18, 2025

by Saumitra Srivastav

· 2,054 Views · 3 Likes

Search: From Basic Document Retrieval to Answer Generation

Exploring the evolution of document retrieval systems from traditional text-matching and frequency-based methods to advanced ingestion and retrieval strategies.

February 18, 2025

by Meghana Puvvadi

· 3,043 Views · 1 Like

The Slides of Hands-On Agile 2025

The virtual Hands-on Agile 2025 conference held last month discussed embracing the shift to context-based agility, from leadership to strategy to AI.

February 17, 2025

by Stefan Wolpers

CORE

· 5,898 Views · 1 Like

Scaling ML Models Efficiently With Shared Neural Networks

A shared encoder architecture to decouple customer-specific fine-tuned models from the shared encoder to deploy at scale.

February 17, 2025

by Meghana Puvvadi

· 3,318 Views · 7 Likes

Have LLMs Solved the Search Problem?

LLMs, while strong in content generation, need techniques like semantic chunking and vector embeddings to address the search problem in complex data environments.

February 17, 2025

by Avi Dubey

· 3,433 Views · 1 Like

ETL Generation Using GenAI

Learn about how GenAI automates ETL pipelines, generates code, adapts to schema changes, and improves data processes with speed, efficiency, and precision.

February 14, 2025

by Ramesh Daddala

· 6,608 Views · 2 Likes

Unlocking Local AI: Build RAG Apps Without Cloud or API Keys

In this tutorial, we will use Chipper, an open-source framework that simplifies building local RAG applications without cloud dependencies or API keys.

February 14, 2025

by Santhosh Vijayabaskar

CORE

· 6,445 Views · 3 Likes

AI Summarization: Extractive and Abstractive Techniques

Learn how to create an AI-powered summarization tool using Hugging Face and OpenAI, combining extractive and abstractive methods for concise, accurate results.

February 13, 2025

by Vaibhavi Tiwari

· 4,374 Views · 1 Like

Cloud Security Is a Data Problem

As cloud data evolves, we need to learn how data integration, AI, and machine learning help mitigate risks in complex cloud environments and prevent breaches.

February 12, 2025

by Ryan Henrich

· 4,506 Views · 1 Like

Upcoming DZone Events

This article highlights DZone’s upcoming events, which offer insights into key industry trends and opportunities for professionals to learn, discuss, and grow.

Updated February 12, 2025

by Alanna Lovejoy

· 9,525 Views · 4 Likes

Chat Completion Models vs OpenAI Assistants API

In this article, you will learn the key differences between chat completion (like those provided via the Chat Completions endpoint) and OpenAI's Assistants API.

February 11, 2025

by Mohammed Talib

· 6,307 Views · 1 Like

SQL as the Backbone of Big Data and AI Powerhouses

SQL powers Big Data and AI with tools like BigQuery, remaining a cornerstone of data-driven innovation through its simplicity and adaptability.

February 11, 2025

by Medha Gupta

· 3,748 Views · 1 Like

An In-Depth Guide to Threads in OpenAI Assistants API

Learn how to use OpenAI's Assistants API to manage threads and messages — create, list, retrieve, modify, delete — plus handle files, metadata, and more.

February 10, 2025

by Mohammed Talib

· 11,480 Views · 4 Likes

The Latest AI/ML Topics