EP. 249 Insights on Vector Search and Quantization for Developers and AI Enthusiasts

The MongoDB Podcast

Player FM - Internet Radio Done Right

30 subscribers

הוסף לפני five שנים

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.

Higgle: The B2B Sales Club

1
Why You Need to Grow Your Customer’s Decision Confidence with Brent Adamson and Karl Schmidt 36:25

לפני 11 weeks36:25

הפעל מאוחר יותר

רשימות

לייק

אהבתי

36:25

Are you ready to discover why building customer self-confidence is more crucial than ever in today's B2B sales landscape? Brent Adamson and Karl Schmidt join us today, the duo behind the upcoming book "The Framemaking Sale." These sales experts unravel the critical yet often overlooked aspect of buyer confidence. They shift the focus from traditional supplier-centric models to the empowering idea that true confidence comes from within the customers themselves. This perspective not only transforms how we view B2B sales, but also highlights the importance of nurturing decision confidence. Throughout our conversation, Brent and Karl introduce their innovative concept of framemaking, a strategy that aligns sales solutions with client priorities. This approach goes beyond typical sales tactics by fostering genuine, lasting relationships with clients, even when they choose competitors. Their ideas promise to shake up conventional sales methods. Topics covered during this episode include: Why buyer confidence should be supplier-agnostic and focus on customers' decision making abilities. How Brent and Karl met each other at Corporate Executive Board (now part of Gartner). Why nurturing customer decision confidence is crucial in B2B. How framemaking aligns sales solutions with client priorities to overcome decision complexity. Why the book emphasizes customer confidence over supplier trust for effective decision making. The impact of decision complexity, information overload, and outcome uncertainty. Why understanding clients' businesses deeply helps navigate obstacles and maintain deal momentum. How salespeople can anticipate and overcome potential deal barriers. Why gaining customer confidence involves addressing emotional and rational decision aspects. Listen now to learn how to revolutionize your B2B sales approach with innovative framemaking techniques that build lasting customer relationships. Brent on LinkedIn: https://www.linkedin.com/in/brentadamson Karl on LinkedIn: https://www.linkedin.com/in/karl-schmidt-q…

לפני שנה 10:47

MP3•בית הפרקים

In 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.

272 פרקים

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

EP. 249 Insights on Vector Search and Quantization for Developers and AI Enthusiasts

The MongoDB Podcast

30 subscribers

published לפני שנה

שתפו

MP3•בית הפרקים

272 פרקים

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

Alle afleveringen

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

לפני 27 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 7 weeks43:01

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 8 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 10 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.…

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

לפני 11 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…

1
EP. 262 Solving Unstructured Data Challenges with AI & Vector Search 56:30

לפני 12 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…

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

לפני 14 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 15 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.…

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

לפני 16 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…

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

לפני 18 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!…

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

לפני 19 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.…

1
EP. 256 Wrapping Up Local London: Key Takeaways and Future Insights from MongoDB 9:29

לפני 28 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.…

1
EP. 255 Transforming the Insurance Industry with MongoDB: Insights on AI and Data Modernization 10:46

לפני 28 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 31 weeks10:47

10:47

The MongoDB Podcast

1
EP. 248 Stream Processing Simplified: Joe Niemiec on MongoDB's Latest Innovations 10:26

לפני 32 weeks10:26

10:26

Join 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!…

The MongoDB Podcast

1
EP. 247 App Modernization Made Easy: Sanjay on MongoDB's Relational Migrate Tool 10:38

לפני 32 weeks10:38

10:38

In 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!…

The MongoDB Podcast

1
EP. 246 Exploring MongoDB Backups: Insights from Evin Roesle at MongoDB Local London 11:54

לפני 33 weeks11:54

11:54

In 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!…

The MongoDB Podcast

1
EP. 245 Unlocking Developer Education: Eliza Spang on MongoDB University | Free Courses & Learning Badges 6:12

לפני 33 weeks6:12

6:12

In 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!…

The MongoDB Podcast

1
EP. 244 From Freelancing to MongoDB Champion: Nenad's Journey in Software Development 9:27

לפני 34 weeks9:27

9:27

In 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.…

The MongoDB Podcast

1
EP. 243 Enhancing Developer Experience with AWS and MongoDB: Insights from Igor Alekseev 14:56

לפני 34 weeks14:56

14:56

In 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.…

The MongoDB Podcast

1
EP. 242 Unlocking Developer Productivity: MongoDB's Intelligent Plugin & VSCode Copilot Extension 6:17

לפני 35 weeks6:17

6:17

In 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!…

The MongoDB Podcast

1
EP. 241 Unlocking the Power of Vector Search: Transforming Data into Insights 6:17

לפני 35 weeks6:17

6:17

Join us for an engaging conversation about the transformative potential of vector search in data management! In this video, we delve into the innovative features of Superlinked, a platform that simplifies the integration of machine learning into various applications. Discover: The importance of vector search in utilizing unstructured data effectively. Practical applications in fields like e-commerce and finance. How the collaboration between Superlinked and MongoDB enhances data querying and personalized recommendations. Strategies for managing complex data without needing extensive machine learning expertise. We’ll explore the future of machine learning infrastructure and how you can leverage it for your projects.…

The MongoDB Podcast

1
EP. 240 Transforming Healthcare with MongoDB: An Interview with Tayfun Esenkaya from Accenture 11:38

לפני 36 weeks11:38

11:38

Join us for an insightful interview with Tayfun Esenkaya, an Enterprise Architect at Accenture, as he discusses how their innovative healthcare solutions leverage MongoDB. Learn about the Neuro Dynamics and Brain Gym projects, the challenges they faced, and how MongoDB's vector search is transforming their products. Whether you're a developer, a tech enthusiast, or someone interested in healthcare technology, this interview is packed with valuable insights.…

The MongoDB Podcast

1
EP. 239 Revolutionizing Knowledge Management with MongoDB: Saravana Kumar 10:23

לפני 36 weeks10:23

10:23

In this episode, we sit down with Saravana Kumar, to explore how their platform is revolutionizing knowledge management using MongoDB. Saravana shares the journey of Document360, the challenges they faced, and how MongoDB's vector search is a game-changer for their product. Tune in to learn about the technology stack behind Document360, the impact of AI, and real-world use cases that highlight the platform's success.…

The MongoDB Podcast

1
EP. 238 Advancing Developer Tools and Multi-Cluster Kubernetes: Insights from MongoDB Experts 10:45

לפני 37 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.…

ברוכים הבאים אל Player FM!

Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.