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Video
Experience the Beanie ODM: Build Robust Data Models in Python
✅ Try MongoDB 8.0 → https://mdb.link/5XhDQQcWQm4 ✅ Sign-up for a free cluster → https://mdb.link/5XhDQQcWQm4-try - Episode description: Join oman Right, the creator of the Beanie ODM, and Shubham Ranjan, Product Manager at MongoDB, as they discuss all things Beanie and Python! In this episode, we will explore how Beanie uses Pythons async capabilities to simplify MongoDB data modeling and querying. Roman and Shubham will walk through defining schemas, executing advanced queries and aggregations, and integrating Beanie into various Python frameworks. We'll wrap up with a LIVE Q&A, so come get your questions answered from the experts. - ✅ Beanie GitHub → https://github.com/BeanieODM/beanie ✅ Beanie Docs → https://beanie-odm.dev/ ✅ Build a Cocktail API with Beanie and MongoDB → https://mdb.link/5XhDQQcWQm4-read - oman Right LinkedIn: https://www.linkedin.com/in/roman-right/ Shubham Ranjan LinkedIn: https://www.linkedin.com/in/shran/
Jul 29, 2025
Video
Modern AIOps - What does it take to build reliable AI products
✅ Try MongoDB 8.0 → https://mdb.link/8dnmsD9UvcY ✅ Sign-up for a free cluster → https://mdb.link/8dnmsD9UvcY-try ✅ Subscribe to MongoDB YouTube → https://mdb.link/subscribe - In this Podcast, Shane McAllister is joined by Karthik Kalyanaraman Cofounder & CTO of Langtrace AI to discuss how engineering teams building reliable AI products are doing things differently from the rest. We will also deep dive into what the modern AIOps stack looks like for high performing AI engineering teams. Do join us!
Jul 22, 2025
Video
Keeping Up With The Vibe Coders
✅ Try MongoDB 8.0 → https://mdb.link/25Sg1o0vcGY ✅ Sign-up for a free cluster → https://mdb.link/25Sg1o0vcGY-try ✅ Subscribe to MongoDB YouTube → https://mdb.link/subscribe - In a world where AI can write your code (at least some of the time) software development and data careers need rethinking. How you work and how you learn are changing. Do you vibe code everything and hope for the best? Spend your evenings and weekends poring over the latest tools and frameworks? Watch this stream for better answers! In this session, Richie Cotton, a Senior Data Evangelist at DataCamp, chats to Shane McAllister about modern developer workflows, the changing relationship between engineering teams and data teams, and how to stay up to date when skills go out of date so quickly. - Richie helps individuals and organizations get better at using data and AI. He's been a data scientist since before it was called data science, and has written two books and created many DataCamp courses on the subject. He is a host of the DataFramed podcast, and runs DataCamp's webinar program.
Jun 23, 2025
Video
How to Build an App with Semantic Search: Django, MongoDB Atlas & Voyage AI Tutorial
Read the written tutorial: https://dev.to/mongodb/grab-a-pint-with-django-mongodb-backend-voyage-ai-and-langchain-170n Watch the Django MongoDB Backend Quickstart tutorial: https://youtu.be/laXann1O0cg Sign-up for a free cluster → https://mdb.link/5s5ngllTB8E-register Access the Kaggle dataset here: https://www.kaggle.com/datasets/anaiya/guinnesswinebarsdublin Subscribe to MongoDB YouTube→ https://mdb.link/subscribe Looking for the best places to grab a drink in Dublin? Stop searching and start building! With the power of the Django-MongoDB-Backend Python package and AI, you can find the exact drink you're looking for. Build your own intelligent Dublin pub finder! This tutorial shows you how to combine Django, MongoDB, Voyage AI, and LangChain to create an AI-powered app with semantic search. Learn to set up your backend, embed data, and implement smart search functionality to help anyone discover the perfect pub in Dublin. Dive into the exciting world where Python, databases, and AI converge! Chapters: 0:00 Introduction to the Dublin Pub Finder 0:28 What is Django MongoDB Backend? 1:07 Understanding LangChain & MongoDB Integration 1:58 Why Voyage AI for Embeddings? 2:30 Project Prerequisites 3:25 Demo: Our Intelligent Pub Finder in Action 4:18 Data Collection & Preparation (Google Places API) 5:39 Setting up Django MongoDB Backend 7:24 Defining Django Models (models.py) 8:55 Generating Embeddings with Voyage AI 10:19 Importing Data to MongoDB Atlas 11:46 Creating Your Atlas Vector Search Index 13:10 Integrating LangChain for Semantic Search 14:48 Building the Django Application (views.py & URLs) 16:00 Crafting the User Interface (HTML/CSS) 17:15 Running the Application 17:35 Conclusion & Key Takeaways This video is not affiliated with, endorsed by, or sponsored by Python. The use of any trademark is solely for informational and identification purposes, so that we may provide clear and accurate descriptions. All opinions and critiques provided in this video are those of the creator and do not reflect the views of Python or its affiliates. Visit Mongodb.com → https://mdb.link/MongoDB Read the MongoDB Blog → https://mdb.link/Blog Read the Developer Blog → https://mdb.link/developerblog
Jun 23, 2025
Video
What is Parent Document Retrieval in RAG? | Retrieval Techniques in LLM Applications
What is parent document retrieval and why is it beneficial in the context of large language models (LLMs)? When splitting documents for LLM applications, there are often conflicting considerations. Parent document retrieval can be the solution.
Jun 18, 2025
Video
Getting AI to Production: A Practical Guide
✅ Try MongoDB 8.0 → https://mdb.link/YClVonWKPEc ✅ Sign-up for a free cluster → https://mdb.link/YClVonWKPEc-try ✅ Subscribe to MongoDB YouTube → https://mdb.link/subscribe - In this episode, Yaron Haviv the CTO of Iguazio (a McKinsey company) and book author shares insights from his work with many large businesses on their challenges for operationalizing and scaling AI projects, with practical advices and critical insights. We explore new inovvations in the space including GenAI and LLMs, the pivotal role of the data layer, including seamless integration with platforms like MongoDB, to build a solid foundation. Tune in to learn the essential strategies for navigating production scaling considerations and taking your AI initiatives from prototype to enterprise reality.
Jun 16, 2025
Video
How to Bring Relational Data into MongoDB | Migration Challenges and Considerations #database
Wondering how to bring your relational data into MongoDB? This Short breaks down the migration process! From identifying modules to migrate to understanding modern schemas and transforming your application code, we cover it all. Plus, discover the Relational Migrator, a tool built to boost your migration productivity! #MongoDBTutorial #DataTransformation #NoSQLMigration #TechExplained
Jun 10, 2025
Video
Database Permissions 101: From Fine-Grained Policies to RAG Security
✅ Try MongoDB 8.0 → https://mdb.link/BmJ3nLj_1mc ✅ Sign-up for a free cluster → https://mdb.link/BmJ3nLj_1mc-try - Join us for a practical session on database permissions, why they matter, how to set them up right, and what to watch out for. We’ll discuss real-world examples, from simple read/write rules to handling filtering, performance, and multi-tenant setups. - ✅ https://www.permit.io/blog/implement-multi-tenancy-rbac-in-mongodb ✅ https://www.permit.io/blog/why-data-filtering-matters-for-database-authorization - Bio: Gabriel is an engineering executive with extensive experience in security and developer platforms. Over the years, I have worked as a technical leader and principal engineer at large corporations such as Cisco and Palo Alto Networks, and a few startups. For the last couple of years, Gabriel has mainly focused on fine-grained authorization. As the VP of developer relations at Permit.io, he advocates for and creates content around security and permissions, guiding engineers in this journey. In the spare time, Gabriel is an avid writer, kitchen enthusiast, and adventurous traveler. - Linkedin: https://www.linkedin.com/in/gemanor/ Twitter: https://twitter.com/gemanor 🎙️ New to streaming or looking to level up? Check out StreamYard and get $10 discount! 😍 https://streamyard.com/pal/d/6416777344450560
Jun 09, 2025
Video
The OpenAI Agents SDK for TypeScript is Missing Something—And That’s Ok
Try MongoDB 8.0 → https://mdb.link/s3X2N5AoVd8-try Sign-up for a free cluster → https://mdb.link/s3X2N5AoVd8-register 📚 Resources: OpenAI Agents SDK with MongoDB Template: https://github.com/mongodb-developer/GenAI-Showcase/tree/main/apps/openai-agents-sdk OpenAI Agents SDK Docs: https://openai.github.io/openai-agents-js/ Subscribe to MongoDB YouTube→ https://mdb.link/subscribe Learn how to build powerful AI agents using the new OpenAI Agents SDK for TypeScript with MongoDB as a memory provider. In this tutorial, I'll show you how to create context-aware agents that remember conversations and improve over time. Unlock the power of AI agents in TypeScript! Explore the new OpenAI Agents SDK for TypeScript, a powerful tool that brings robust AI capabilities directly to your JavaScript/TypeScript applications. Discover its core features like agent loops, handoffs, guardrails, and function tools. Learn about the crucial missing piece: memory persistence. We'll show you how to integrate MongoDB as a memory provider to give your AI agents conversational context, remember past interactions, recognize returning users, and even track performance. This enables you to build more intelligent applications, from customer support to personalized educational tools. 🔥 What You'll Learn: How to use the OpenAI Agents SDK for TypeScript Implementing MongoDB as a memory system for AI agents Building agents that maintain conversation context Creating personalized AI assistants that learn from interactions TypeScript-first development with strong typing support ⚡ Key Features Covered: Agent loops and conversation management Function tools with automatic schema generation Handoffs between multiple specialized agents Built-in tracing and debugging tools Real-time agent capabilities 💡 Perfect For: TypeScript/JavaScript developers AI application builders MongoDB developers Anyone building chatbots or AI assistants 🛠 Tech Stack: OpenAI Agents SDK for TypeScript MongoDB for conversation memory Node.js backend integration TypeScript for type safety 0:00 Introduction to OpenAI Agents SDK for TypeScript 0:54 Core Features of the SDK 2:06 The Missing Key Feature 2:40 MongoDB as a Memory Provider 3:02 Implementing Memory in Code 3:27 Why TypeScript Developers Will Love This 3:54 Real-World Agent Applications & Template This video is not affiliated with, endorsed by, or sponsored by OpenAI. The use of any trademark is solely for informational and identification purposes, so that we may provide clear and accurate descriptions. All opinions and critiques provided in this video are those of the creator and do not reflect the views of OpenAI or its affiliates. Visit Mongodb.com → https://mdb.link/MongoDB Read the MongoDB Blog → https://mdb.link/Blog Read the Developer Blog → https://mdb.link/developerblog
Jun 05, 2025
Video
Ship MCP‑Ready Tools for AI Agents in Minutes with BuildShip + MongoDB
✅ Try MongoDB 8.0 → https://mdb.link/mof0nJ8WYaM ✅ Sign-up for a free cluster → https://mdb.link/mof0nJ8WYaM-try - AI agents are only as capable as the tools they wield. In this hands‑on workshop, you’ll use BuildShip’s vibe‑coding canvas to spin up a production‑ready MCP server that securely integrates MongoDB data, Stripe customer profiles, and your Claude desktop agent. Watch a practical demo that shows how product managers and support teams can launch internal AI‑powered tools and resolve customer issues in seconds. - ✅ Subscribe to MongoDB YouTube → https://mdb.link/subscribe - Harini Janakiraman is cofounder and CEO of BuildShip, a platform for building AI workflows & tools for agents, visually with natural language. Previously, she was VP of Engineering at BlackRock, building large‑scale data products, and Head of Technology at a global early‑stage VC, guiding founders from zero to one. - LinkedIn - https://www.linkedin.com/in/harinijanakiraman/ X - https://x.com/HariniLabs
Jun 04, 2025