EP. 220 Innovating with LlamaIndex: Unstructured Data, AI and MongoDB

The MongoDB Podcast

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תוכן מסופק על ידי MongoDB. כל תוכן הפודקאסטים כולל פרקים, גרפיקה ותיאורי פודקאסטים מועלים ומסופקים ישירות על ידי MongoDB או שותף פלטפורמת הפודקאסט שלהם. אם אתה מאמין שמישהו משתמש ביצירה שלך המוגנת בזכויות יוצרים ללא רשותך, אתה יכול לעקוב אחר התהליך המתואר כאן https://he.player.fm/legal.

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1
Sweetgreen's CEO explains why his salads are so expensive 1:12:26

לפני 9 ימים1:12:26

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1:12:26

On today's episode, co-hosts Yasmin Gagne and Josh Christensen discuss the latest news in the world of business and innovation, including Apple’s newest product announcements at WWDC, Warner Bros. Discovery’s split back into two companies, and the U.S. and China meeting in London to discuss trade talks. Next, since its inception in 2008, NPR's Tiny Desk Concerts have become a staple on YouTube with over 11 million subscribers. Josh and Yaz speak with Fast Company associate editor David Salazar about the lasting influence, favorite acts, and future programming of Tiny Desk Concerts. Finally, Yaz and Josh interview Sweetgreen CEO Jonathan Neman about the company's new menu items, advancements in culinary technology like Infinite Kitchens, and the removal of seed oils from their food preparation process. For more of the latest business and innovation news, go to https://www.fastcompany.com/news To read David Salazar’s piece on NPR’s Tiny Desk concerts: https://www.fastcompany.com/91337277/npr-tiny-desk-concert-artist-impact…

לפני שנה 8:12

MP3•בית הפרקים

In this episode, Jesse, Anaiya, and Mike engage in a riveting discussion with Jerry Liu, the CEO of LlamaIndex.

Dive into the world of unstructured data and learn how LlamaIndex is revolutionizing the way developers build applications over their data. Discover the integration with MongoDB and the challenges faced when transitioning from prototype to production.

Jerry shares insights into the future of AI, chatbots, and autonomous task assistants. Don't miss out on the latest updates and innovations in data management and AI development!

272 פרקים

#Tech #MongoDB #Atlas #Bson #Database #Digital #Engineering #Innovation #Realm #Software #Softwaredevelopment #Technology #Podcasting Education #JSON #NoSQL

EP. 220 Innovating with LlamaIndex: Unstructured Data, AI and MongoDB

The MongoDB Podcast

30 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

In this episode, Jesse, Anaiya, and Mike engage in a riveting discussion with Jerry Liu, the CEO of LlamaIndex.

Jerry shares insights into the future of AI, chatbots, and autonomous task assistants. Don't miss out on the latest updates and innovations in data management and AI development!

272 פרקים

#Tech #MongoDB #Atlas #Bson #Database #Digital #Engineering #Innovation #Realm #Software #Softwaredevelopment #Technology #Podcasting Education #JSON #NoSQL

Все серии

1
EP. 267 Full Stack AI: Building with MongoDB, Deno, and Next.js 1:00:54

לפני 9 ימים1:00:54

1:00:54

Is building the backend for your AI application slowing you down? In this episode of the MongoDB Podcast, host Jesse Hall sits down with Srikar and Jimmy, the creators of Daemo AI, a revolutionary tool designed to eliminate the tedious "plumbing" of backend development. Discover how Daemo AI is building upon deprecated MongoDB features like Realm App Services, creating a more powerful and flexible solution for developers. We dive deep into their tech stack, including Next.js, Deno, and Express , and explore why they chose MongoDB for its speed and flexibility in AI applications. Plus, you'll see a live demo of Daemo's new SDK and CLI , learn how it can generate data migrations and dummy data on the fly , and get a real answer to the big question: Is AI going to take your job? In This Episode, You Will Learn: What Daemo AI is and how it accelerates development. * How to build AI agents and integrate them with frameworks like LangChain. Why MongoDB is the ideal database for rapid-growth startups and AI. The future of developer jobs in the age of AI.…

1
EP. 266 How MongoDB Scales Atlas & Reduces Cost 43:01

לפני 30 ימים43:01

43:01

🔴 LIVE: How MongoDB Atlas Is Redefining Elasticity for Cost-Optimized PerformanceWelcome to this special episode where we explore the cutting-edge elasticity features in MongoDB Atlas—designed to help organizations optimize costs without sacrificing performance.Whether you're a software engineer, DevOps lead, or IT decision-maker, this conversation will show you how to scale smarter, faster, and more reliably.…

1
EP. 265 AI for Happier Teams: L10's Real-Time Feedback Revolution 1:16:46

לפני 5 weeks1:16:46

1:16:46

Is waiting months for employee feedback a thing of the past? Dive into the future of work with Shane McAllister and L10 founders, Zyrian Chung and Keith Chan . Discover how their AI-powered platform collects daily insights to transform workplace culture, empower managers, and address issues like silent quitting before they escalate. Learn how real-time feedback and AI can create more engaged and productive teams, and get a peek into the tech (including MongoDB) that makes it possible. Stop guessing, start understanding your team today! TAGs: #EmployeeEngagement, #AIinHR, #WorkplaceCulture, #FutureofWork, #EmployeeFeedback, #RealTimeInsights, #TeamManagement, #Leadership, #HRTechnology, #MongoDB, # L10, #ZyrianChung, #KeithChan, # SilentQuitting, #EmployeeMorale, #TeamProductivity, #PerformanceManagement, #AITools, #EmployeeSurveys, #PeopleAnalytics…

1
EP. 264 Beyond the Database: Mastering Multi-Cloud Data, AI Automation & Integration (feat. Peter Ngai, SnapLogic) 58:31

לפני 7 weeks58:31

58:31

✨ Heads up! This episode features a demonstration of the SnapLogic UI and its AI Agent Creator towards the end. For the full visual experience, check out the video version on the Spotify app! ✨ (Episode Summary) Tired of tangled data spread across multiple clouds, on-premise systems, and the edge? In this episode, MongoDB's Shane McAllister sits down with Peter Ngai, Principal Architect at SnapLogic, to explore the future of data integration and management in today's complex tech landscape. Dive into the challenges and solutions surrounding modern data architecture , including: Navigating the complexities of multi-cloud and hybrid cloud environments. The secrets to building flexible, resilient data ecosystems that avoid vendor lock-in. Strategies for seamless data integration and connecting disparate applications using low-code/no-code platforms like SnapLogic. Meeting critical data compliance , security, and sovereignty demands (think GDPR, HIPAA, etc.). How AI is revolutionizing data automation and providing faster access to insights (featuring SnapLogic's Agent Creator). The powerful synergy between SnapLogic and MongoDB , leveraging MongoDB both internally and for customer integrations. Real-world applications, from IoT data processing to simplifying enterprise workflows. Whether you're an IT leader, data engineer, business analyst, or simply curious about cloud strategy , iPaaS solutions , AI in business , or simplifying your data stack , Peter offers invaluable insights into making data connectivity a driver, not a barrier, for innovation. - Keywords: Data Integration, Multi-Cloud, Hybrid Cloud, Edge Computing, SnapLogic, MongoDB, AI, Artificial Intelligence, Data Automation, iPaaS, Low-Code, No-Code, Data Architecture, Data Management, Cloud Data, Enterprise Data, API Integration, Data Compliance, Data Sovereignty, Data Security, Business Automation, ETL, ELT, Tech Stack Simplification, Peter Ngai, Shane McAllister.…

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EP. 263 Building Agents with Natural Language with guest 1:11:04

לפני 8 weeks1:11:04

1:11:04

**(Note: Spotify listeners can also watch the screen sharing video accompanying the audio. Other podcast platforms offer the audio-only version.)** In this episode of MongoDB Podcast Live, host Shane McAllister is joined by Sachin Hejip from Dataworkz. Sachin will showcase “Dataworkz Agent Builder” which is built with MongoDB Atlas Vector Search, and demonstrate how it can use Natural Language to create Agents and in turn, automate and simplify the creation of Agentic RAG applications. Sachin will demo the MongoDB Leafy Portal Chatbot Agent, which combines operational data with unstructured data for personalised customer experience and support, built using Dataworkz and MongoDB. Struggling with millions of unstructured documents, legacy records, or scattered data formats? Discover how AI, Large Language Models (LLMs), and MongoDB are revolutionizing data management in this episode of the MongoDB Podcast.Join host Shane McAllister and the team as they delve into tackling complex data challenges using cutting-edge technology. Learn how MongoDB Atlas Vector Search enables powerful semantic search and Retrieval Augmented Generation (RAG) applications, transforming chaotic information into valuable insights. Explore integrations with popular frameworks like Langchain and Llama Index.Find out how to efficiently process and make sense of your unstructured data, potentially saving significant costs and unlocking new possibilities.Ready to dive deeper? #MongoDB #AI #LLM #LargeLanguageModels #VectorSearch #AtlasVectorSearch #UnstructuredData #Podcast #DataManagement #Dataworkz #Observability #Developer #BigData #RAG…

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EP. 262 Solving Unstructured Data Challenges with AI & Vector Search 56:30

לפני 9 weeks56:30

56:30

**(Note: Spotify listeners can also watch the screen sharing video accompanying the audio. Other podcast platforms offer the audio-only version.)** Struggling with millions of unstructured documents, legacy records, or scattered data formats? Discover how AI, Large Language Models (LLMs), and MongoDB are revolutionizing data management in this episode of the MongoDB Podcast.Join host Shane McAllister and the team as they delve into tackling complex data challenges using cutting-edge technology. Learn how MongoDB Atlas Vector Search enables powerful semantic search and Retrieval Augmented Generation (RAG) applications, transforming chaotic information into valuable insights. Explore integrations with popular frameworks like Langchain and Llama Index.Find out how to efficiently process and make sense of your unstructured data, potentially saving significant costs and unlocking new possibilities.Ready to dive deeper?#MongoDB #AI #LLM #LargeLanguageModels #VectorSearch #AtlasVectorSearch #UnstructuredData #Podcast #DataManagement #RAG #SemanticSearch #Langchain #LlamaIndex #Developer #BigData…

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EP.261 Building Next-Gen AI E-Commerce with Storecraft & MongoDB | Live Code Demo 1:00:22

לפני 12 weeks1:00:22

1:00:22

MongoDB staff developer advocate Jesse Hall teams up with Storecraft creator Tomer Shalev to dissect how this open-source commerce platform leverages MongoDB for scalable, AI-driven workflows. Watch them live-code integrations (vector search, dynamic pricing, email automation) and explore real-world use cases—from custom discount logic to OpenAI-powered product recommendations. Perfect for developers building modular, future-proof commerce solutions.…

1
EP.260 Vector Search Secrets Revealed! - AI-Powered Image Search with MongoDB - Live Demo 57:33

לפני 12 weeks57:33

57:33

Ever wondered how companies like Amazon or Pinterest deliver lightning-fast image search? Dive into this episode of MongoDB Podcast Live with Shane McAllister and Nenad , a MongoDB Champion, as they unravel the magic of semantic image search powered by MongoDB Atlas Vector Search ! 🔍 What You’ll Learn : Why semantic search is a game-changer for AI-driven applications (spoiler: it’s all about meaning , not just keywords!). How to transform images into vectors (embeddings) and store them alongside your data —no clunky ETL pipelines required! A live demo showcasing real-time image search on a 40,000+ product dataset (spoiler #2: it’s blazing fast and shockingly simple to build!). Pro tips on choosing embedding models, optimizing indexes, and avoiding common pitfalls. Why MongoDB’s unified data model crushes traditional databases for AI/ML workloads. 👥 For Developers & Data Engineers : Whether you’re a JavaScript, AI enthusiast, or just tired of JOINs, this episode is your roadmap to building smarter, faster apps . Plus, learn why companies like Toyota and Verizon trust MongoDB for mission-critical AI workloads.…

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EP. 259 AI-Powered Customer Insights: Boosting Lifetime Value with MongoDB & Generative AI 1:02:21

לפני 13 weeks1:02:21

1:02:21

🔥 How can AI transform customer retention and drive revenue growth? In this episode of The MongoDB Podcast , join host Shane McAllister and Samir Agarwal , Chief Product Technology Officer at Agmeta, as they dive into the future of AI-driven customer insights. Discover how Agmeta leverages MongoDB Atlas Vector Search and cutting-edge AI tools to predict churn, personalize customer experiences, and unlock hidden value in customer interactions. 🔹 Key Takeaways: Why traditional customer surveys fail—and how AI extracts real-time insights from calls, chats, and transcripts. The role of sentiment analysis and vector search in identifying high-risk churn candidates. How generative AI creates actionable recommendations to retain customers and boost upsell opportunities. Real-world demo: See AI transform unstructured data into a visual dashboard for instant decision-making. Why MongoDB’s flexibility makes it the go-to database for AI/ML workflows. 🔹 Perfect For: Developers and data engineers building AI-powered customer solutions. Product leaders focused on retention, lifetime value, and reducing churn. Startups exploring AI/ML tools (shoutout to the MongoDB Startup Program !). 👉 Subscribe for more episodes on AI, databases, and scaling tech stacks! TAGS: #AI #CustomerInsights #MongoDB #AtlasVectorSearch #ReduceChurn #GenerativeAI #CustomerLifetimeValue, #SentimentAnalysis #StartupProgram #Agmeta…

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EP. 258 Harnessing AI for Revenue Optimization: The Mops AI Journey with MongoDB 1:07:32

לפני 15 weeks1:07:32

1:07:32

Welcome to MongoDB Podcast with host Shay McAlister! In this engaging episode, we dive into the transformative realm of AI in revenue operations, featuring our special guest, Fabio, Senior Software Development Engineer at MongoDB. Discover how AI is revolutionizing rev ops through Mops AI, a tool born from innovative hackathons. Fabio shares insights on leveraging MongoDB's own tools and advanced technologies like OpenAI and Atlas Vector Search to optimize tedious processes and enhance data utilization. Perfect for developers, AI enthusiasts, and tech innovators, this episode offers deep dives into practical AI applications, internal tool creation, and the future of generative AI in optimizing business processes. Tune in for a compelling look at how AI-powered innovation is shaping the way we handle data and drive revenue!…

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EP. 257 Optimizing MongoDB: Deep Dive into Database Performance, Reliability, and Cost Efficiency with Observability Tools 1:06:07

לפני 16 weeks1:06:07

1:06:07

In this episode of MongoDB TV, join Shane McAllister along with MongoDB experts Sabina Friden and Frank Sun as they explore the powerful observability suite within MongoDB Atlas. Discover how these tools can help you optimize database performance, reduce costs, and ensure reliability for your applications. From customizable alerts and query insights to performance advisors and seamless integrations with enterprise tools like Datadog and Prometheus, this episode covers it all. Whether you're a developer, database administrator, or just getting started with MongoDB, learn how to leverage these observability tools to gain deep insights into your database operations and improve your application's efficiency. Tune in for a live demo showcasing how MongoDB's observability suite can transform your database management experience. Perfect for anyone looking to enhance their MongoDB skills and take their database performance to the next level.…

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EP. 256 Wrapping Up Local London: Key Takeaways and Future Insights from MongoDB 9:29

לפני 25 weeks9:29

9:29

Join 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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EP. 255 Transforming the Insurance Industry with MongoDB: Insights on AI and Data Modernization 10:46

לפני 26 weeks10:46

10:46

In 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.…

לפני 34 weeks10:45

10:45

In this episode of the MongoDB Podcast, live from .local London, Shane McAllister and Luce Carter explore the latest advancements in MongoDB's developer tools and their new support for multi-cluster Kubernetes. They discuss how MongoDB integrates Kubernetes’ scalability and resiliency, developer tools like GitHub Copilot, generative AI in MongoDB Charts, and IntelliJ's integration. Learn how these tools empower developers to build better, faster applications with ease. Plus, insights into the future of cloud-native applications and automation.…

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EP. 220 Innovating with LlamaIndex: Unstructured Data, AI and MongoDB

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EP. 220 Innovating with LlamaIndex: Unstructured Data, AI and MongoDB