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MongoDB에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 MongoDB 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
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EP. 232 Building production ready RAG apps with Together AI and MongoDB
Manage episode 436654577 series 2637189
MongoDB에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 MongoDB 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
In this episode, Shane McAllister is joined by Hassan El Mghari, Developer Relations at Together.AI.
Hassan will go through how to build a production ready RAG app using the PDFToChat.com app that has over 20k users and show us how it works, how he built it, and how he scaled it.
261 에피소드
Manage episode 436654577 series 2637189
MongoDB에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 MongoDB 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
In this episode, Shane McAllister is joined by Hassan El Mghari, Developer Relations at Together.AI.
Hassan will go through how to build a production ready RAG app using the PDFToChat.com app that has over 20k users and show us how it works, how he built it, and how he scaled it.
261 에피소드
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The MongoDB Podcast
1 EP. 256 Wrapping Up Local London: Key Takeaways and Future Insights from MongoDB 9:29
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9:29Join us as we conclude our exciting day at Local London! In this final segment, we reflect on the highlights of the event, including key announcements, insightful discussions, and the innovative features showcased throughout the day. Our hosts share their thoughts on the importance of developer productivity, the impact of AI on various industries, and the future of MongoDB's offerings. Whether you missed the event or want to recap the key moments, this episode is packed with valuable insights and a look ahead at what's next for MongoDB.…
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The MongoDB Podcast
1 EP. 255 Transforming the Insurance Industry with MongoDB: Insights on AI and Data Modernization 10:46
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10:46In this episode, we sit down with industry experts to discuss how MongoDB is revolutionizing the insurance sector through data modernization and AI integration. Discover how MongoDB's document model simplifies data processing, enhances developer productivity, and reduces friction in application development. Learn about the exciting advancements in vector search and unstructured data handling that are set to transform customer experiences in insurance. Whether you're in the industry or just curious about the future of data management, this episode is packed with valuable insights and practical applications.…
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The MongoDB Podcast
1 EP. 254 Enhancing Developer Experience with Atlas CLI and Docker Support 11:24
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11:24In this episode, we explore the exciting advancements in MongoDB's Atlas CLI and Docker support with a leading expert in developer tools. Discover how these features streamline local development, enabling faster feedback loops and efficient testing environments. Learn about the integration with existing Docker tools, the benefits of running MongoDB locally, and the future enhancements on the horizon. Whether you're a developer looking to optimize your workflow or just curious about the latest in MongoDB, this episode is packed with valuable insights to elevate your development experience.…
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The MongoDB Podcast
1 EP. 253 Understanding Queryable Encryption: Enhancing Data Security in MongoDB 10:56
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10:56In this episode, we dive into the world of queryable encryption with our security specialist. Discover how this innovative feature protects sensitive data while allowing for secure querying without exposing any information. Learn about its applications in industries like banking, healthcare, and government, and how it ensures that even in the event of a data breach, your crown jewels remain safe. We also discuss the recent advancements, including range queries and future enhancements like full-text search. Whether you're a developer or a security professional, this episode provides valuable insights into securing your data with MongoDB.…
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The MongoDB Podcast
1 EP. 252 Mastering Data Modeling in MongoDB: Insights from a Strategy Expert 11:35
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11:35Join us for an insightful discussion with a MongoDB expert as we delve into the intricacies of data modeling and design reviews. With over a decade of experience, our guest shares valuable strategies for optimizing data models, avoiding common pitfalls, and ensuring successful implementations. Learn about the importance of aligning your data structure with application needs and discover practical design patterns that can enhance your MongoDB projects. Whether you're new to MongoDB or looking to refine your skills, this episode is packed with actionable insights to elevate your data modeling game.…
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The MongoDB Podcast
1 EP. 251 Discovering the Power of Atlas Search: Insights from a MongoDB Community Champion 10:55
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10:55Join us in this engaging conversation with a MongoDB Community Champion as we explore the transformative capabilities of Atlas Search. With nearly a decade of experience using MongoDB at scale, our guest shares insights on managing billions of documents and achieving impressive performance benchmarks. Learn how Atlas Search simplifies data management by eliminating complex pipelines and enhancing efficiency. Whether you're a developer or a data enthusiast, this episode highlights the benefits of leveraging MongoDB's latest features for your projects. Don't miss out on these valuable insights!…
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The MongoDB Podcast
1 EP. 250 The Future of Time Series Data: Game-Changing Improvements You Need to Know! 12:31
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12:31Are you ready to revolutionize your approach to time series data? In this episode, we unveil the groundbreaking advancements in MongoDB's time series capabilities that are set to transform how developers manage and analyze high-volume data. Discover how the latest features enhance performance, streamline data ingestion, and simplify querying like never before. Whether you're a seasoned developer or just starting out, this episode is packed with insights that can elevate your projects to the next level. Don't miss out on the future of data management!…
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The MongoDB Podcast
1 EP. 249 Insights on Vector Search and Quantization for Developers and AI Enthusiasts 10:47
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10:47In this episode of the MongoDB Podcast, we dive deep into the exciting advancements in vector search technology. Join us as we discuss the recent launch of quantization capabilities and how they can significantly reduce costs while enhancing performance. Discover the implications for developers and customers alike, and learn about the future of AI integration within MongoDB. Whether you're a seasoned developer or just starting out, this episode is packed with valuable insights to help you leverage the benefits of vector search in your applications.…
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The MongoDB Podcast
1 EP. 248 Stream Processing Simplified: Joe Niemiec on MongoDB's Latest Innovations 10:26
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10:26Join us for an insightful conversation with Joe Niemiec, Senior Product Manager for Streaming at MongoDB, recorded live at MongoDB Local London. In this video, Joe explains the fundamentals of stream processing and how it empowers developers to run continuous aggregation queries on real-time data. Discover practical use cases, including monitoring oil well pumps and smart grid applications, that showcase the power of stream processing in various industries. Joe also discusses the latest enhancements, such as expanded regional support, VPC peering for secure connections, and improved Kafka integration. Whether you're new to MongoDB or looking to enhance your data processing capabilities, this video is packed with valuable information to help you get started with stream processing!…
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The MongoDB Podcast
1 EP. 247 App Modernization Made Easy: Sanjay on MongoDB's Relational Migrate Tool 10:38
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10:38In this insightful discussion, Sanjay, a Services Delivery Enablement Engineer at MongoDB, shares the exciting features of the Relational Migrate tool, designed to simplify app modernization for developers. Recorded live at MongoDB Local London, Sanjay explains how this powerful tool helps users transition from relational databases to MongoDB by analyzing existing schemas and generating optimized MongoDB structures. Learn about the iterative process of migration, the importance of understanding document models, and how AI-powered features streamline the conversion of queries and stored procedures. With real-world examples like Bendigo Bank, discover how Relational Migrate is breaking down barriers and accelerating the migration process for organizations. Don't miss this opportunity to enhance your understanding of app modernization with MongoDB!…
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The MongoDB Podcast
1 EP. 246 Exploring MongoDB Backups: Insights from Evin Roesle at MongoDB Local London 11:54
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11:54In this engaging discussion, Evin Roesle, Lead Product Manager at MongoDB, shares valuable insights about the importance of backups and the latest features of Ops Manager. Recorded live at MongoDB Local London, Evin discusses the newly announced Ops Manager 8.0, which enhances backup automation and management for both on-premise and cloud deployments. Learn about the critical aspects developers need to consider regarding backups in MongoDB Atlas, including point-in-time recovery, scheduling, and compliance policies. Whether you're a developer or an IT professional, this video provides essential knowledge to help you safeguard your data effectively. Don't miss out on these expert tips!…
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The MongoDB Podcast
1 EP. 245 Unlocking Developer Education: Eliza Spang on MongoDB University | Free Courses & Learning Badges 6:12
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6:12In this insightful video, Eliza Spang, Staff Product Manager for Developer Education at MongoDB, shares everything you need to know about MongoDB University. Discover how this free online learning platform empowers developers of all skill levels with a diverse range of courses, hands-on labs, and innovative learning badges. Eliza discusses the exciting new features, including the docs chat bot that enhances the learning experience. Whether you're just starting your journey or looking to advance your skills, this video is a must-watch for anyone interested in MongoDB and developer education. Don't miss out on the opportunity to elevate your knowledge and career!…
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The MongoDB Podcast
1 EP. 244 From Freelancing to MongoDB Champion: Nenad's Journey in Software Development 9:27
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9:27In this episode, we sit down with Nenad, a Senior Software Engineer and MongoDB Champion, who shares his inspiring journey from freelancing to becoming a key contributor in the MongoDB community. Nenad discusses his experiences with MongoDB, highlighting how its flexible schema and seamless integration with JavaScript have transformed his approach to software development.…
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The MongoDB Podcast
1 EP. 243 Enhancing Developer Experience with AWS and MongoDB: Insights from Igor Alekseev 14:56
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14:56In this episode, we catch up with Igor, Principal Partner Solutions Architect from AWS, as he shares insights on the collaboration between AWS and MongoDB. With a focus on enhancing developer experiences, we discuss the latest advancements in Amazon Q Developer, AI-driven migration and modernization tools, and the integration of MongoDB Atlas with AWS services.…
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The MongoDB Podcast
1 EP. 242 Unlocking Developer Productivity: MongoDB's Intelligent Plugin & VSCode Copilot Extension 6:17
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6:17In this episode, we dive into the exciting announcements from MongoDB's recent keynote, featuring Gaurav, a Senior Product Manager specializing in developer tools. Discover how the new Intelligent Plugin and VSCode Copilot Extension are set to revolutionize the way developers interact with MongoDB. Join us as we explore the future of development with MongoDB and how these tools can significantly improve your workflow. Don’t miss out on the opportunity to sign up for the Intelligent Plugin private preview and learn how to get started with the VSCode Copilot Extension today!…
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