Data Engineering Resources

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 Nuthalapati

CORE

· 25,470 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

· 21,854 Views · 3 Likes

Seamless RDS to DynamoDB Migration: Unlocking Scalability With the Dual Write Strategy

This article provides a detailed overview of the Incremental Migration with the Dual Write strategy, including the necessary steps, considerations, and best practices.

December 26, 2024

by Deepti Marrivada

· 5,008 Views · 2 Likes

AWS Performance Tuning: Why EC2 Autoscaling Isn’t a Silver Bullet

Deep dive into why Autoscaling isn’t a silver bullet and how engineers can augment it for better performance and cost efficiency.

December 25, 2024

by John Akkarakaran Jose

· 14,800 Views · 5 Likes

Bitmaps in Dragonfly: Compact Data With Powerful Analytics

Explore key commands, master bit-level operations, and dive into real-world use cases like user retention and feature flags.

December 25, 2024

by Joe Zhou

· 4,437 Views · 1 Like

Addressing the Problem of Drift Detection and Drift Cause Analysis

This article discusses a scenario where runtime environments deviate from their IaC-defined states, and drifts can have long-term implications.

December 25, 2024

by Omry Hay

· 5,468 Views · 3 Likes

How OpenAI’s Downtime Incident Teaches Us to Build More Resilient Systems

OpenAI's downtime incident reveals critical lessons in building resilient systems, improving testing, and preventing future failures in distributed environments.

December 25, 2024

by Vasanthi Govindaraj

· 8,395 Views · 2 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

· 4,657 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

· 22,692 Views · 3 Likes

10+ Essential Visualization Libraries for Svelte Apps in 2024

An overview of top data visualization frameworks and libraries to help Svelte developers integrate charts, node-based diagrams, and project planning tools.

December 24, 2024

by Hanna Kowalska

· 3,403 Views

Exploring Binary Quantization in Vector Databases

Binary quantization in vector databases enhances efficiency, improves performance, and optimizes data storage for advanced information retrieval and analysis.

December 24, 2024

by Martin Summer

· 3,224 Views

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

· 24,114 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

· 5,423 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

· 2,933 Views · 1 Like

Monitor Spring Boot Web Application Performance Using Micrometer and InfluxDB

By leveraging Spring Boot Actuator, Micrometer with InfluxDB, and Grafana, you can gain crucial insights into your application’s performance.

December 24, 2024

by Suyash Joshi

· 4,550 Views · 3 Likes

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

· 2,896 Views · 2 Likes

Point-In-Time Recovery (PITR) in PostgreSQL

PITR in PostgreSQL enables restoring databases to a specific moment, leveraging improved WAL compression, failover slot synchronization, and faster recovery speeds.

December 23, 2024

by Dr. Ibrar Ahmed

· 5,041 Views · 7 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

· 2,064 Views · 2 Likes

Data Privacy and Security: A Developer's Guide to Handling Sensitive Data With DuckDB

Master sensitive data handling with DuckDB in this guide to implementing data privacy techniques such as PII masking (includes practical Python code examples).

December 23, 2024

by Anil Kumar Moka

· 11,874 Views · 1 Like

Java 21 Features: A Detailed Look at the Most Important Changes in the New LTS Release

Let’s analyze the most important Java 21 features, check out how they work in practice, and try to predict their significance for the future of this technology.

December 23, 2024

by Arkadiusz Rosloniec

· 16,124 Views · 15 Likes

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