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What is RAG? Retrieval-Augmented Generation for AI

Retrieval-augmented generation (RAG) is an AI framework and powerful approach in NLP (Natural Language Processing) where generative AI models are enhanced with external knowledge sources and retrieval-based mechanisms. These appended pieces of outside knowledge provide the model with accurate, up-to-date information that supplements the LLM’s existing internal representation of information. As the name suggests, RAG models have a retrieval component and a generation component.

Exploring The Benefits Of Elysium Analytics's Open Data Model

"Powered by Snowflake" host Phoebe He sits down with Satish Abburi, Founder and CTO of Elysium Analytics, to discuss his company's modern log analytics platform, which seamlessly offers scalable search, security, and observability solutions powered by open-source tools and the Snowflake Data Platform. For more information about Elysium Analytics, go to: To connect with Satish Abburi, go to.

Lean Team, Big Data: SalesRabbit's Path to Success

In today's fast-paced digital world, an efficient data stack is the key to staying ahead. Let's unravel the journey of SalesRabbit through its data landscape, in which they achieve remarkable results with a lean team and unlock the potential of their multi-tenant databases. Giovanna, Analytics Engineer of SalesRabbit and Daniel, CRO of Hevo Data guide us through their experience, from understanding their unique data requirements to selecting the perfect toolset tailored to their needs, budget, and goals.

ETL Testing: Processes, Types, and Best Practices

ETL testing is a set of procedures used to evaluate and validate the data integration process in a data warehouse environment. In other words, it’s a way to verify that the data from your source systems is extracted, transformed, and loaded into the target storage as required by your business rules. ETL (Extract, Transform, Load) is how data integration tools and BI platforms primarily turn data into actionable insights.

What Happens When Everyone is on the Same Version of an App

Discover how Continuous Integration/Continuous Deployment (CICD) and quality assurance (QA) bolster cybersecurity in the Software Development Life Cycle (SDLC). Join us on this episode of Test Case Scenario as we uncover strategies to enhance defenses against cyber threats with special guest, Karen Laiacona Frazier, Senior Director QA at Unqork. Learn how CICD and QA play crucial roles in fortifying software security, ensuring robust protection throughout development.

Dashboard design: 5 essential tips and considerations for 2024

A beautiful dashboard requires careful consideration for the audience throughout its design. Here are 5 essential considerations and tips for better looking dashboards. For many people, it can be hard to interpret data if it isn’t presented in a simplified way. They get cognitive overload, intimidated by what’s on screen, or misinterpret what you intend to communicate. Often, they may not use dashboards for their work altogether.