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Title & Speakers	Event
Gen AI and RAG (Retrieval-Augmented Generation) with Azure 2025-02-26 · 18:00 AGENDA 18.00 – 18:20 Meet & Greet Sponsored and Hosted by iO Associates (Tech & Digital recruitment specialists), we bring you an evening of Data and AI. 18:20 - 19:10 Unlocking the Potential of Retrieval-Augmented Generation (RAG) with Advanced Patterns by Tori Tompkins Retrieval-Augmented Generation (RAG) is revolutionizing the capabilities of Generative AI by addressing critical limitations such as knowledge cut-offs, hallucinations, and lack of domain specificity. By integrating external knowledge sources with LLMs, RAG ensures outputs are more accurate, dynamic, and contextually relevant than ever before. In this session, we’ll begin with why RAG is essential for building scalable, trustworthy AI systems and before diving into advanced patterns like Modular RAG for adaptable designs, Graph RAG for structured data handling, and Voice RAG for audio-driven retrieval. Additionally, we’ll explore Corrective RAG, Branched RAG, and RAG-Fusion to tackle complex, multi-modal challenges. Whether you’re new to RAG or looking to refine your approach, this session will equip you with the tools and strategies to harness the full power of RAG workflows. 19:10 - 19:40 Pizza, Drinks and Networking - thanks iO! 19:40 - 20:30 Turning RAG into something production worthy by Chris Durow In this session, we will explore how to seamlessly integrate Azure OpenAI, AI Search, and Cosmos DB into a single, efficient Azure Function. Azure OpenAI provides cutting-edge language models that can be utilized for a wide range of AI-driven tasks. AI Search enhances search capabilities with AI-powered indexing and querying. Cosmos DB offers a globally distributed, highly scalable database service. By wrapping these powerful Azure services into an Azure Function, we can create a robust, serverless solution that leverages the strengths of each component. Attendees will gain insights into the architectural design and implementation strategies necessary for integrating these services. We will delve into practical examples and use cases, showcasing how to build and deploy an Azure Function that harnesses the combined power of Azure OpenAI, AI Search, and Cosmos DB. This session aims to provide a comprehensive understanding of how to create scalable, efficient, and intelligent applications using Azure's advanced cloud services. 20:30 on - networking/pub -------------- About iO Associates - https://www.ioassociates.co.uk/ As Tech & Digital recruitment specialists, it has always been a key part of the ethos at iO Associates to give back to the communities in which we serve. iO Associates are therefore keen supporters and organisers of meetup groups right across the UK, providing opportunities for knowledge sharing and building connections. ---- Photos We ask that you do NOT take photos at this meetup. We will invite people to be included in a group photo/s during the event. Speakers will let you know if it's okay to photograph their presentation (excluding other attendees). You may see organisers taking photos during the talks. These will be of speakers, if they have agreed to this, and will not include faces of attendees.	Gen AI and RAG (Retrieval-Augmented Generation) with Azure
Building GenAI applications using MongoDB and Microsoft Azure 2024-10-09 · 22:00 ******* You must register here: https://www.mongodb.com/community/events/form/t/297066?rsvpStatus=false&ref=forums to secure your spot ****** Join us for an exciting MongoDB User Group (MUG) event where we’ll dive into the latest technologies and trends in Gen AI, LLMs, and MongoDB’s collaboration with Microsoft Azure. Participants will have the opportunity to receive MongoDB Swag : comprising of MongoDB Stickers, Socks, and a T-shirt. Sessions Session 1: The Microsoft Gen AI session will explore the cutting-edge advancements in Generative AI, focusing on large language models (LLMs) and Retrieval-Augmented Generation (RAG). This session will highlight how these technologies integrate with MongoDB Atlas, particularly through its powerful features designed to work seamlessly with Microsoft Azure. Attendees will gain insights into the latest innovations, including how MongoDB and Azure combine to enhance scalability, data processing, and AI-powered applications. Led by Deven Wagle from Microsoft, this session promises to showcase the most up-to-date tools and solutions for modern AI-driven development. Session 2: The “MongoDB + Microsoft Azure ‘Better Together’ Partnership Intro” session will highlight the strategic collaboration between MongoDB and Microsoft Azure. This partnership aims to deliver enhanced capabilities by combining MongoDB’s flexible, scalable database solutions with Azure’s robust cloud infrastructure. Session 3:** A quick demo on VS Code Extension and Github Co-pilot to showcase some of the best tools to increase productivity and development.	Building GenAI applications using MongoDB and Microsoft Azure

AGENDA 18.00 – 18:20 Meet & Greet

Sponsored and Hosted by iO Associates (Tech & Digital recruitment specialists), we bring you an evening of Data and AI.

18:20 - 19:10 Unlocking the Potential of Retrieval-Augmented Generation (RAG) with Advanced Patterns by Tori Tompkins

Retrieval-Augmented Generation (RAG) is revolutionizing the capabilities of Generative AI by addressing critical limitations such as knowledge cut-offs, hallucinations, and lack of domain specificity. By integrating external knowledge sources with LLMs, RAG ensures outputs are more accurate, dynamic, and contextually relevant than ever before.

In this session, we’ll begin with why RAG is essential for building scalable, trustworthy AI systems and before diving into advanced patterns like Modular RAG for adaptable designs, Graph RAG for structured data handling, and Voice RAG for audio-driven retrieval. Additionally, we’ll explore Corrective RAG, Branched RAG, and RAG-Fusion to tackle complex, multi-modal challenges. Whether you’re new to RAG or looking to refine your approach, this session will equip you with the tools and strategies to harness the full power of RAG workflows.

19:10 - 19:40 Pizza, Drinks and Networking - thanks iO!

19:40 - 20:30 Turning RAG into something production worthy by Chris Durow

In this session, we will explore how to seamlessly integrate Azure OpenAI, AI Search, and Cosmos DB into a single, efficient Azure Function. Azure OpenAI provides cutting-edge language models that can be utilized for a wide range of AI-driven tasks. AI Search enhances search capabilities with AI-powered indexing and querying. Cosmos DB offers a globally distributed, highly scalable database service. By wrapping these powerful Azure services into an Azure Function, we can create a robust, serverless solution that leverages the strengths of each component.

Attendees will gain insights into the architectural design and implementation strategies necessary for integrating these services. We will delve into practical examples and use cases, showcasing how to build and deploy an Azure Function that harnesses the combined power of Azure OpenAI, AI Search, and Cosmos DB. This session aims to provide a comprehensive understanding of how to create scalable, efficient, and intelligent applications using Azure's advanced cloud services.

20:30 on - networking/pub

-------------- About iO Associates - https://www.ioassociates.co.uk/ As Tech & Digital recruitment specialists, it has always been a key part of the ethos at iO Associates to give back to the communities in which we serve. iO Associates are therefore keen supporters and organisers of meetup groups right across the UK, providing opportunities for knowledge sharing and building connections. ---- Photos We ask that you do NOT take photos at this meetup. We will invite people to be included in a group photo/s during the event. Speakers will let you know if it's okay to photograph their presentation (excluding other attendees). You may see organisers taking photos during the talks. These will be of speakers, if they have agreed to this, and will not include faces of attendees.

*********

You must register here: https://www.mongodb.com/community/events/form/t/297066?rsvpStatus=false&ref=forums to secure your spot

**********

Join us for an exciting MongoDB User Group (MUG) event where we’ll dive into the latest technologies and trends in Gen AI, LLMs, and MongoDB’s collaboration with Microsoft Azure. Participants will have the opportunity to receive MongoDB Swag : comprising of MongoDB Stickers, Socks, and a T-shirt.

Sessions

Session 1: The Microsoft Gen AI session will explore the cutting-edge advancements in Generative AI, focusing on large language models (LLMs) and Retrieval-Augmented Generation (RAG). This session will highlight how these technologies integrate with MongoDB Atlas, particularly through its powerful features designed to work seamlessly with Microsoft Azure. Attendees will gain insights into the latest innovations, including how MongoDB and Azure combine to enhance scalability, data processing, and AI-powered applications. Led by Deven Wagle from Microsoft, this session promises to showcase the most up-to-date tools and solutions for modern AI-driven development.
Session 2: The “MongoDB + Microsoft Azure ‘Better Together’ Partnership Intro” session will highlight the strategic collaboration between MongoDB and Microsoft Azure. This partnership aims to deliver enhanced capabilities by combining MongoDB’s flexible, scalable database solutions with Azure’s robust cloud infrastructure.
Session 3: A quick demo on VS Code Extension and Github Co-pilot to showcase some of the best tools to increase productivity and development.

Activities & events

Sessions