Data Resources

The Ultimate Guide to Evaluate RAG System Components: What You Need to Know

The RAG system contains two core components: the retriever and the generator. This article introduces how to evaluate these two components.

August 29, 2024

by Usama Jamil

· 3,335 Views · 4 Likes

Java Concurrency: Visibility and Synchronized

In this post, gain insight into variable visibility between two threads and what happens when we change a variable that is shared.

August 28, 2024

by Emmanouil Gkatziouras

CORE

· 9,874 Views · 6 Likes

Why Replace External Database Caches?

Although external caches are a great companion for reducing latencies, they often introduce more problems than benefits. Learn more in this post.

August 28, 2024

by Felipe Mendes

· 5,808 Views · 3 Likes

Effortless Concurrency: Leveraging the Actor Model in Financial Transaction Systems

Learn challenges of financial transaction systems and implement robust mechanisms to handle concurrency effectively to ensure system integrity and reliability.

August 28, 2024

by Nikita Melnikov

· 32,342 Views · 6 Likes

Enhancing Accuracy in AI-Driven Mobile Applications: Tackling Hallucinations in Large Language Models

LLMs often hallucinate, leading to inaccurate responses. Contextualization and integrating knowledge bases can significantly reduce these errors.

August 27, 2024

by Nakul Pandey

· 3,436 Views · 1 Like

Are You Tired of Fragile Tests? Meet data-testid

Explore the data-testid attribute, which is specifically designed for testing purposes, and offers numerous advantages, particularly from a QA perspective.

August 27, 2024

by Shivam Bharadwaj

· 4,260 Views · 3 Likes

Beyond the Obvious: Uncovering the Hidden Challenges in Cybersecurity

Explore often-overlooked cybersecurity challenges, from the human element to AI risks, as revealed by industry experts at Black Hat 2024.

August 27, 2024

by Tom Smith

CORE

· 5,437 Views · 1 Like

Telemetry Pipelines Workshop: Integrating Fluent Bit With OpenTelemetry, Part 1

Take a look at integrating Fluent Bit with OpenTelemetry for use cases where this connectivity in your telemetry data infrastructure is essential.

August 27, 2024

by Eric D. Schabell

CORE

· 5,931 Views · 4 Likes

Debugging Low Cache Hit Ratio

Explore debug scenarios where we can’t utilize cached data and need to read from the physical drive, why it's important, what to look for, and helpful tools.

August 27, 2024

by Adam Furmanek

CORE

· 2,783 Views · 3 Likes

Maximizing Enterprise Data: Unleashing the Productive Power of AI With the Right Approach

Learn how organizations can unlock the full potential of their AI initiatives by considering critical elements such as infrastructure, cost, and more.

August 26, 2024

by Pan Singh Dhoni

· 5,375 Views · 1 Like

Methodcentipede

See an example of an antipattern that can lead to difficulties in maintaining and testing code and approaches that allow you to structure your work in a preventative way.

August 26, 2024

by Anton Belyaev

· 9,290 Views · 3 Likes

Anomaly Detection: The Dark Horse of Fraud Detection

Anomaly detection, though less accurate, is a valuable tool for identifying unknown fraud patterns that the supervised models are not trained to detect.

August 26, 2024

by Sumit Makashir

· 4,452 Views · 2 Likes

Better Search Results Through Intelligent Chunking and Metadata Integration

Chunking is an important, but underrated, aspect of LLM-based content retrieval, and effective management of It will yield world-class results.

August 26, 2024

by Pavan Vemuri

CORE

· 6,145 Views · 8 Likes

A Hands-On Guide to OpenTelemetry: Exploring Telemetry Data With Jaeger

This article continues the journey by learning how to effectively use visualized instrumentation telemetry data in Jaeger on your observability journey.

August 23, 2024

by Eric D. Schabell

CORE

· 5,811 Views · 3 Likes

Architectural Patterns for Enterprise Generative AI Apps: DSFT, RAG, RAFT, and GraphRAG

Explore the architectural patterns available to build GenAI solutions plus enterprise-level strategies to choose the right framework for the right use case.

August 23, 2024

by Suvoraj Biswas

· 7,213 Views · 2 Likes

The Role of Data Governance in Data Strategy: Part 3

Following our look into the enhancement of data in an org, explore Data Subject Access Rights (DSAR) and their correlation to individual rights in real-time.

August 23, 2024

by Satish Gaddipati

· 5,099 Views · 3 Likes

Parent Document Retrieval (PDR): Useful Technique in RAG

PDR allows RAG to respond accurately and nuanced to complex queries. Explore more in this step-by-step implementation using LangChain, OpenAI, and more.

August 22, 2024

by Intiaz Shaik

· 10,848 Views · 2 Likes

Kotlin Coroutines and OpenTelemetry Tracing

Explore the underlying workings of OpenTelemetry and analyze the workings of @WithSpan in general as well as within the context of Kotlin Coroutines.

August 22, 2024

by Nicolas Fränkel

· 7,771 Views · 5 Likes

Improving Snowflake Performance by Mastering the Query Profile

Take an in-depth look at how Snowflake executes queries and maximize Query performance using these advanced techniques.

August 21, 2024

by John Ryan

· 7,360 Views · 2 Likes

Data Pipeline Techniques in Action

Take a deep dive into the architectural concepts of data pipelines along with a hands-on tutorial for implementation, demonstrating the concepts in action.

August 21, 2024

by Sohil Shah

· 7,212 Views · 2 Likes

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