Data Engineering Resources

Powering LLMs With Apache Camel and LangChain4j

Learn how to use Apache Camel with LangChain4j to provide LLMs with the ability to call tools, enhancing your integration workflows.

January 23, 2025

by Miguel Delgadillo

· 5,179 Views · 3 Likes

Understanding HyperLogLog for Estimating Cardinality

Learn about the probabilistic algorithm designed to estimate the cardinality of a dataset with both high accuracy and low memory usage.

January 23, 2025

by Bhala Ranganathan

CORE

· 5,607 Views · 2 Likes

Fresh Data for AI With Spring AI Function Calls

Learn to integrate AI function calls using Spring AI for APIs like OpenLibrary, with JSON and text responses, and display results in Angular Material Tree.

January 22, 2025

by Sven Loesekann

· 5,965 Views · 5 Likes

Context Is King: How LLMs Are Going to Change Code Generation in Modern IDEs

Your AI code completion tools that just don’t grasp your project? Today’s modern IDEs are integrating advanced LLMs that truly comprehend your codebase.

January 22, 2025

by balaji thadagam kandavel

· 6,302 Views · 2 Likes

Enhancing System Resilience: Effective Caching Strategies for Distributed Systems

Caching boosts performance in distributed systems but can fail. Mitigate risks with intermediate caches and smart caching strategies. Always design for cache failure.

January 22, 2025

by Rajesh Kumar Pandey

· 5,097 Views · 3 Likes

Serverless AI Inference

Serverless platforms abstract out the complexities involved in the deployment of machine learning models, handle compute demand and help reduce infrastructure costs.

January 22, 2025

by Bhala Ranganathan

CORE

· 7,001 Views · 2 Likes

Hybrid Search Using Postgres DB

This article explains how to implement hybrid search (lexical and semantic) in a single PostgresDB using full-text-search and pgvector.

January 22, 2025

by Suraj Dharmapuram

· 7,150 Views · 6 Likes

Automate Serverless Deployments With Ansible and OCI

In this article, learn to automate serverless deployments with Ansible and OCI Functions to simplify workflows, scale apps, and reduce operational complexities.

January 22, 2025

by Binoj Melath Nalinakshan Nair

CORE

· 4,192 Views · 8 Likes

Build Your Own GitHub-Like Tool With React in One Hour

Learn how to build a GitHub-like web app using React and SCSS in just one hour with features, code structure, API integration, and setup steps to get you started quickly.

January 21, 2025

by Maulik Suchak

· 6,772 Views · 1 Like

5 Key Steps for a Successful Cloud Migration Strategy

Applying the right strategy is essential when moving a company from on-premises to the cloud or from one cloud to another.

January 21, 2025

by Srinivas Chippagiri

CORE

· 18,716 Views · 1 Like

Choose a Database With Hybrid Vector Search for AI Apps

Semantic and traditional search capabilities are needed for AI applications. In this article, we look at the features that LLM/RAG applications need to succeed.

January 21, 2025

by John Lafleur

· 3,425 Views · 2 Likes

Azure Web Apps: Seamless Deployments With Deployment Slots

This article will show you how to swap deployment slots to deploy a tested app to production and roll back to a previous version when unexpected issues arise.

January 21, 2025

by Sanjeev Kumar

· 6,533 Views · 3 Likes

Structured Logging in Spring Boot 3.4 for Improved Logs

Comparison of structured logging with traditional logging, its uses, and advancements in Spring Framework 6.2 and Spring Boot 3.4.

January 21, 2025

by Karthik Kamarapu

· 7,898 Views · 6 Likes

OPC-UA and MQTT: A Guide to Protocols, Python Implementations

Explore two essential IoT protocols: OPC-UA for secure and structured industrial device communication and MQTT, a lightweight, real-time protocol for telemetry.

January 21, 2025

by Nikhil Makhija

· 6,027 Views · 2 Likes

AWS CloudTrail Insights for AWS Glue

AWS CloudTrail Insights can detect unusual API activity in your AWS environment. This feature helps spot anomalies and fix potential issues more easily.

January 20, 2025

by Sajith Narayanan

· 11,186 Views · 1 Like

Seamless Transition from Elasticsearch to OpenSearch

A step-by-step guide for migrating from Elasticsearch to OpenSearch, ensuring compatibility, performance, and cost-efficiency.

January 20, 2025

by Nilesh Jain

· 7,060 Views · 3 Likes

Real-Time Data Streaming With AI

Real-time data streaming combined with AI transforms traditional analytics by enabling instant insights, scalability, and improved decision-making.

January 20, 2025

by Suri (thammuio)

CORE

· 16,991 Views · 3 Likes

Create a Custom Logger to Log Response Details With Playwright Java

This tutorial teaches how to create a custom logger for login response details using the Playwright Java framework for API testing.

January 20, 2025

by Faisal Khatri

CORE

· 8,121 Views · 5 Likes

How to Edit a PowerPoint PPTX Document in Java

Learn how PowerPoint PPTX files are structured and discover popular open-source and web-API solutions for programmatically editing PPTX content in Java.

January 20, 2025

by Brian O'Neill

CORE

· 7,030 Views · 3 Likes

Evolution of Recommendation Systems: From Legacy Rules Engines to Machine Learning

Legacy rules engines offer predictable automation but lack scalability and personalization; ML revolutionized this by enabling adaptive, data-driven decisions.

January 20, 2025

by Rambabu Bandam

· 9,272 Views · 2 Likes

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