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Activities & events
| Title & Speakers | Event |
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Serverless GenAI: building scalable RAG apps with Azure Cosmos DB | BRK193
2024-11-25 · 12:50
Bhaskar Bhatt
,
James Codella
,
James Codella, PhD
– Principal Product Manager
@ Azure Cosmos DB
,
Zhe Li
– Principal Software Engineering Manager
@ Azure Cosmos DB
,
Zhe Li
,
Bhaskar Bhatt
– Global Product Lead
@ EY
In this session, we’ll explore advanced strategies for scalable serverless RAG applications using Azure Cosmos DB and DiskANN. Topics include architecture simplification, data synchronization, scalability challenges, and multi-tenancy. We’ll discuss the latest developments in vector search, full-text search, and hybrid search in Azure Cosmos DB, showcasing real-world use cases from our customers like EY. Learn how to get started easily with LangChain and Semantic Kernel. 𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀: * Bhaskar Bhatt * James Codella * Zhe Li 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com BRK193 | English (US) | Data MSIgnite |
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Fuel AI innovation with Azure Databases | BRK188
2024-11-20 · 13:53
James Codella
,
Charles Feddersen
,
Shireesh Thota
– Corporate Vice President, Azure Databases
@ Microsoft
,
Arun Ulagaratchagan
,
Bob Ward
,
Aditi Gupta
,
Shireesh Thota
,
Arun Ulag
– Corporate Vice President, Azure Data
@ Microsoft
Data is the fuel for innovation, driving the development of transformative applications and artificial intelligence (AI). This session will explore how harnessing the power of data across the Azure databases portfolio can lead to groundbreaking advancements that enhance operational efficiency, deliver personalized user experiences, and revolutionize the way we interact with technology. 𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀: * Shireesh Thota * Arun Ulagaratchagan * James Codella * Charles Feddersen * Aditi Gupta * Bob Ward 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This is one of many sessions from the Microsoft Ignite 2024 event. View even more sessions on-demand and learn about Microsoft Ignite at https://ignite.microsoft.com BRK188 | English (US) | Data MSIgnite |
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Scalable RAG apps with Azure Cosmos DB for NoSQL
2024-09-04 · 21:00
Join us to learn about building scalable RAG applications using Azure Cosmos DB for NoSQL! Learn foundational concepts, generate embeddings with Azure OpenAI, process, store, and search over document data in Azure Cosmos DB leveraging vector similarity search using DiskANN, a vector indexing method that enable fast and cost-efficient vector search at any scale! Presented by James Codella, Product Manager for Cosmos DB ** Part of RAGHack, a free global hackathon to develop RAG applications. Join at https://aka.ms/raghack ** 📌 Check out the RAGHack 2024 series here! Pre-requisites: - Read the official rules and join the hack at https://aka.ms/raghack. No Purchase Necessary. Must be 18+ to enter. Contest ends 9/16/24.
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Scalable RAG apps with Azure Cosmos DB for NoSQL
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Scalable RAG apps with Azure Cosmos DB for NoSQL
2024-09-04 · 21:00
Join us to learn about building scalable RAG applications using Azure Cosmos DB for NoSQL! Learn foundational concepts, generate embeddings with Azure OpenAI, process, store, and search over document data in Azure Cosmos DB leveraging vector similarity search using DiskANN, a vector indexing method that enable fast and cost-efficient vector search at any scale! Presented by James Codella, Product Manager for Cosmos DB ** Part of RAGHack, a free global hackathon to develop RAG applications. Join at https://aka.ms/raghack ** 📌 Check out the RAGHack 2024 series here! Pre-requisites: - Read the official rules and join the hack at https://aka.ms/raghack. No Purchase Necessary. Must be 18+ to enter. Contest ends 9/16/24.
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Scalable RAG apps with Azure Cosmos DB for NoSQL
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Building Generative AI apps with your data in Azure Cosmos DB
2024-08-21 · 20:00
James Codella
– Principal Product Manager
@ Azure CosmosDB
For today’s Gen-AI apps, fast performance, instant scalability, and cost-effectiveness are more critical than ever. This session will delve into the importance of these factors when building RAG pattern apps while maintaining low costs. We will explore the capabilities of Azure Cosmos DB and its new vector database capabilities using DiskANN, a technology developed by Microsoft Research. With DiskANN, users can achieve low latency, high-recall vector search at any scale. Combined with Azure Cosmos DB’s unique scale-out architecture and instant autoscale, it provides enormous value with a cost profile unmatched by any vector database in the market today. This allows for the development of large-scale applications that are not only powerful and reliable but also economical. Join us and discover how to architect high accuracy, low latency, and cost-effective RAG pattern applications at any scale using Azure Cosmos DB and DiskANN. Regardless of your role, this session will provide valuable insights into bringing this new generation of applications to your business. |
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One Size Fits All - On AI, Platforms & Cloud Native.
2024-08-21 · 19:30
Ramiro Berelleza
– CEO & Co-Founder
@ Okteto
Your AI team doesn't need a platform, but a paved ramp sure can help! In this session, Ramiro will discuss the risks of premature platformatization, why Kubernetes is the best tool for AI Infrastructure, and how remote development environments are especially useful when it comes to building paved roads for AI development. |
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DOWN with Shift Left: Why You Should be Shifting DOWN into the Platform
2024-08-21 · 19:00
Scott Rosenberg
– Lead Architect, CTO Office
@ TeraSky
In this talk, Scott will rant about why shift left needs to ship out and introduce shifting down (the new and better version of shift left). He'll discuss how we can empower our platforms (which everyone is already building anyway!) to make decisions developers shouldn’t have to make. By shifting the complexity to our intelligent platform with its nifty gadgets and gizmos - we can offload & automate all the things - such as security scanning policies (defined by security engineers!), generation of manifests, building and rebasing images (built by DevOps!), leverage policy languages and security prioritization frameworks like VEX to make our decisions and much more. |
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Justifying the Need for Platform Engineering: Building the Case for Transformation
2024-08-21 · 18:30
Stefana Muller
– SVP Cloud Infrastructure & Operations
@ Own
This talk provides a guide to justifying the transition to Platform Engineering within your organization. We will explore the key benefits, such as enhanced developer productivity, streamlined operations, and increased scalability, and compare these to traditional DevOps practices. Attendees will learn how to build a compelling business case, using metrics and real-world examples to highlight improvements in delivery speed, system reliability, and resource utilization. The talk will also cover strategies for aligning this transition with organizational goals and securing stakeholder buy-in. |
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.NET Conf: Focus on AI
2024-08-20 · 16:00
.NET Conf: Focus on AI is a free, one-day livestream event that features speakers from the community and Microsoft teams working on integrating AI into .NET applications. Learn how to build intelligent applications with .NET using the latest AI libraries and tools, enhance existing applications with AI features, and see real-world examples of AI in action. Tune into focus.dotnetconf.net on August 20, 2024. Ask questions live and learn how to make your .NET applications smarter. | Session | Speaker | | :------------------------- |:------------------------- | | Keynote - State of .NET + AI | Scott Hanselman, Maria Naggaga and guests | | Get started incorporating AI into your .NET applications and services | Stephen Toub | | Better together: .NET Aspire and Semantic Kernel | Steve Sanderson and Matthew Bolanos | | Build interactive AI-powered web apps with Blazor and .NET | Daniel Roth | | Navigating the world of AI models in .NET: From local development to the cloud | Bruno Capuano | | OpenAI and Azure OpenAI: A .NET SDK convergence story | Matt Soucoup and Roger Pincombe | | Agents: Patterns and practices for automating business workflows | Kosta Petan and XiaoYun Zhang | | RAG on your data with .NET, AI and Azure SQL | Davide Mauri | | Building Generative AI apps with your data in Azure Cosmos DB | James Codella | | Integrating Semantic Search Capabilities with .NET and Azure: Milvus Vector Database | Tim Spann | | H&R Block: Lessons learnt from applying Generative AI to apps with .NET and Azure | Vin Kamat | | Add Generative AI capabilities to your .NET Web app for Azure App Service | Gaurav Seth | | Observing AI applications from dev to production with .NET Aspire | Anthony Shaw | | Infuse AI in your Windows apps with Windows Copilot Runtime and .NET | Nikola Metulev | | Build your own copilot with Teams AI library and .NET | Ayca Bas and John Miller | | RAG with AI Search and .NET | Matt Gotteiner | |
.NET Conf: Focus on AI
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Mark Brown
,
Robert Finlayson
,
Maria Pallante
,
James Codella
,
Anitha Adusumilli
,
Estefani Arroyo
,
Andrew Liu
,
Marko Hotti
,
Kirill Gavrylyuk
,
Rodrigo Souza
,
Jason Fogaty
From Chat GPT to the NBA to Mercedes-Benz, Azure Cosmos DB is enabling intelligent apps that change the way we live and work. Join us to learn from KPMG about how they built a generative AI-based assistant, and Bond Brand Loyalty on how they scale data to meet global customer demand, with Azure Cosmos DB. We'll explore capabilities like vector search and how to implement RAG pattern, along with improved elasticity, and greater scale. To learn more, please check out these resources: * https://aka.ms/Ignite23CollectionsBRK226H * https://info.microsoft.com/ww-landing-contact-me-for-events-m365-in-person-events.html?LCID=en-us&ls=407628-contactme-formfill * https://aka.ms/azure-ignite2023-dataaiblog 𝗦𝗽𝗲𝗮𝗸𝗲𝗿𝘀: * James Codella * Kirill Gavrylyuk * Maria Pallante * Mark Brown * Robert Finlayson * Anitha Adusumilli * Estefani Arroyo * Andrew Liu * Marko Hotti * Rodrigo Souza * Jason Fogaty 𝗦𝗲𝘀𝘀𝗶𝗼𝗻 𝗜𝗻𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻: This video is one of many sessions delivered for the Microsoft Ignite 2023 event. View sessions on-demand and learn more about Microsoft Ignite at https://ignite.microsoft.com BRK226HG | English (US) | Data MSIgnite |
Microsoft Ignite 2023 |