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EP. 262 Solving Unstructured Data Challenges with AI & Vector Search
Manage episode 477375163 series 2637189
**(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
270 episodes
Manage episode 477375163 series 2637189
**(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
270 episodes
All episodes
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1 EP. 265 AI for Happier Teams: L10's Real-Time Feedback Revolution 1:16:46

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

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

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

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

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

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

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

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

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

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

1 EP. 254 Enhancing Developer Experience with Atlas CLI and Docker Support 11:24

1 EP. 253 Understanding Queryable Encryption: Enhancing Data Security in MongoDB 10:56

1 EP. 252 Mastering Data Modeling in MongoDB: Insights from a Strategy Expert 11:35

1 EP. 251 Discovering the Power of Atlas Search: Insights from a MongoDB Community Champion 10:55

1 EP. 250 The Future of Time Series Data: Game-Changing Improvements You Need to Know! 12:31

1 EP. 249 Insights on Vector Search and Quantization for Developers and AI Enthusiasts 10:47

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

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

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

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

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

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

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

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

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

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

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

1 EP. 237 The Future of MongoDB: Performance, Security, and Scalability for Developers 10:33

1 EP. 236 Unveiling MongoDB 8.0 - Performance, Scalability, and Security 14:26

1 EP. 235 An Interview With Beanie's Roman Right 32:19

1 EP. 234 How to Choose the RIGHT Vector Database? 40:14

1 EP. 233 Intelligent Retail Pricing with MongoDB and Vertex AI 13:21

1 EP. 232 Building production ready RAG apps with Together AI and MongoDB 26:30

1 EP. 231 Tech Internships: The MongoDB Intern Program 52:48

1 EP. 230 Driving Innovation with MongoDB and Google Cloud 6:31

1 EP. 229 Enhancing Developer Productivity with AI-Powered Tools 10:36

1 EP. 228 Unlocking the Power of Atlas Edge Server 9:00

1 EP. 227 HP’s Innovative Use of MongoDB in Cloud Services 11:58


1 EP. 225 Entity Framework Core & MongoDB: A New Era in Data Management 11:04

1 EP. 224 Exploring the Future of Streaming Data with Kenny Gorman 10:07

1 EP. 223 Insights from MongoDB.local NYC with RedMonk 10:42

1 EP. 222 Vector Search and Data Modeling with MongoDB 11:37

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