Data Resources

How to Improve RAG Quality by Storing Knowledge Graphs in Vector Databases

This tutorial provides an in-depth look at how to improve standard LLM and vector database RAG quality with knowledge graphs.

September 30, 2024

by Tim Spann

CORE

· 3,853 Views · 7 Likes

Transformers: Age of Attention

Explore this simple explanation of the Transformer model from the revolutionary paper "Attention is All You Need," the basis of models like BERT and GPT.

September 30, 2024

by Bhavdeep Sethi

· 32,804 Views · 2 Likes

Stream Processing in the Serverless World

Learn how real-time data processing enables businesses to gain actionable insights without the overhead of managing infrastructure.

September 30, 2024

by Rajesh Pandey

· 3,834 Views · 2 Likes

Leveraging IBM WatsonX Data With Milvus to Build an Intelligent Slack Bot for Knowledge Retrieval

This tutorial covers populating the database with IBM WatsonX Data or open-source Milvus and connecting the bot to Slack to answer queries in real-time.

September 27, 2024

by Pradeep Gopalgowda

· 3,776 Views · 4 Likes

Advanced Strategies for Building Modern Data Pipelines

Modern data pipelines streamline the flow of data by making it faster and easier to collect and use them. Here is a better way to understand and create one.

September 26, 2024

by Fawaz Ghali, PhD

CORE

· 3,800 Views · 1 Like

Integrating Data Engineering Into Artificial Intelligence

Importance of tight coupling between data engineering and artificial intelligence for data engineers and data scientists and best practices.

September 26, 2024

by Akshay Agarwal

· 2,690 Views · 3 Likes

Java for AI

Explore how the Java programming language can be used for AI development, along with supporting libraries and tools.

September 26, 2024

by SURESH SRIRANGAM

· 14,534 Views · 11 Likes

Angular RxJS Unleashed: Supercharge Your App With Reactive Operators

Master RxJS operators in Angular to efficiently manage data streams, handle errors, and enhance reactive programming in your apps.

September 26, 2024

by Raju Dandigam

· 3,829 Views · 4 Likes

Using Flink, Kafka, and NiFi for Real-Time Airport Arrivals and Departures

Learn to build a streaming application using the best of NiFi, Kafka, and Flink for event-driven apps. OpenSky networks rest feeds provide all the data.

September 26, 2024

by Timothy Spann

· 3,498 Views · 4 Likes

Backpressure in Distributed Systems

Learn more about backpressure, a technique in distributed systems to prevent overload and cascading failures by controlling the flow of requests.

September 26, 2024

by Rajesh Pandey

· 4,101 Views · 2 Likes

Automating Data Pipelines With Snowflake: Leveraging DBT and Airflow Orchestration Frameworks for ETL/ELT Processes

This article explores the automation of data pipelines using Snowflake, dbt, and Airflow, detailing best practices for efficient data processing and orchestration.

September 25, 2024

by Harshavardhan Yedla

· 3,557 Views · 2 Likes

How to Convert Files to Thumbnail Images in Java

This article explores the benefits of and solutions for programmatically generating thumbnail images for documents passing through our file processing systems.

September 25, 2024

by Brian O'Neill

CORE

· 5,090 Views · 3 Likes

Simplifying Multi-Cloud Observability With Open Source

As cloud workloads become increasingly sophisticated, adopting an open-source and vendor-agnostic approach is key to streamlining organizational operations.

September 25, 2024

by Siri Varma Vegiraju

· 3,998 Views · 2 Likes

Oracle NoSQL Database: A Comprehensive Guide for Developers

In this guide to the Oracle NoSQL database, learn more about what it is, explore developer-friendly tools, how to get started, common challenges, and more.

September 24, 2024

by Otavio Santana

CORE

· 5,914 Views · 1 Like

Java Bean Validation: Applying Constraints Programmatically

Learn how to configure a Java bean validator in order to apply constraints programmatically within a Spring application.

September 24, 2024

by Maksim Kren

· 6,098 Views · 2 Likes

Efficient Transformer Attention for GenAI

Explore this overview of recent research focused on building efficient transformer models by reducing the computational complexity of self-attention.

September 24, 2024

by Anurag Paul

· 2,593 Views · 2 Likes

Practical Generators in Go 1.23 for Database Pagination

Learn techniques that have broad applications across various domains, helping to optimize system resource usage and improve overall application responsiveness.

September 24, 2024

by Nikita Melnikov

· 25,034 Views · 1 Like

What Is a Data Pipeline?

In this post, we examine data pipelines, explore their benefits, compare them to other data processes, and discuss various implementation methods.

Updated September 24, 2024

by Garrett Alley

· 50,132 Views · 18 Likes

Supporting Offline Mode: Key Strategies and Benefits for iOS Mobile Apps

Supporting offline mode in mobile apps enhances user experience by enabling use without an internet connection through data caching, synchronization, and more.

September 23, 2024

by Namaswi Chandarana

· 2,004 Views · 1 Like

Build Vector Embeddings for Video via Python Notebook and OpenAI CLIP

Delve into AI's capabilities to analyze video data and how vector embeddings, created with Python and OpenAI CLIP, can help interpret and analyze video content.

September 23, 2024

by Akmal Chaudhri

CORE

· 1,986 Views · 2 Likes

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