In this video Associate Developer Advocate, Anaiya Raisinghani, will take you through how to use the PyMongoArrow library and MongoDB Atlas Vector Search to semantically search through luxury fashion items.
✅ A MongoDB Atlas account → <a href="https://www.mongodb.com/cloud/atlas/register" target="_blank" rel="noreferrer">https://www.mongodb.com/cloud/atlas/register</a>
✅ MongoDB Atlas cluster → <a href="https://www.mongodb.com/resources/products/fundamentals/clusters" target="_blank" rel="noreferrer">https://www.mongodb.com/resources/products/fundamentals/clusters</a>
✅ Dataset from Kaggle → <a href="https://www.kaggle.com/datasets/justinpakzad/net-a-portermr-porter-fashion-dataset?select=net-a-porter.csv" target="_blank" rel="noreferrer">https://www.kaggle.com/datasets/justinpakzad/net-a-portermr-porter-fashion-dataset?select=net-a-porter.csv</a>
✅ OpenAI API key → <a href="https://help.openai.com/en/articles/4936850-where-do-i-find-my-openai-api-key" target="_blank" rel="noreferrer">https://help.openai.com/en/articles/4936850-where-do-i-find-my-openai-api-key</a>

Using Atlas Vector Search and PyMongoArrow to Semantically Search Through Luxury Fashion Items

✅ Sign-up for a free cluster at →  <a href="https://mdb.link/YRW6W986jz4-register" target="_blank" rel="noreferrer">https://mdb.link/YRW6W986jz4-register</a>
✅ Get help on our Community Forums → <a href="https://mdb.link/YRW6W986jz4-forums" target="_blank" rel="noreferrer">https://mdb.link/YRW6W986jz4-forums</a>
-
Join Jesse Hall as he talks with Igor Alekseev from AWS about the latest in AI technology and AWS's innovative solutions. Igor, a partner solutions architect at AWS, delves into the details of Bedrock and its new capabilities, including automated embedding generation and integration with MongoDB. Learn about the practical applications of these technologies, the importance of model optimization, and the future of AI in this informative discussion. Whether you're a developer or a tech enthusiast, this episode provides valuable insights into the evolving world of AI.

Unlocking AI Potential with AWS

✅ Sign-up for a free cluster at →  <a href="https://mdb.link/7DbdoLFMPVs-register" target="_blank" rel="noreferrer">https://mdb.link/7DbdoLFMPVs-register</a>
✅ Get help on our Community Forums → <a href="https://mdb.link/7DbdoLFMPVs-forums" target="_blank" rel="noreferrer">https://mdb.link/7DbdoLFMPVs-forums</a>
-
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!

Innovating with LlamaIndex: Unstructured Data, AI and MongoDB

✅ Sign-up for a free cluster at → <a href="https://mdb.link/YZNcELz3GZ8-register" target="_blank" rel="noreferrer">https://mdb.link/YZNcELz3GZ8-register</a>
✅ Get help on our Community Forums → <a href="https://mdb.link/YZNcELz3GZ8-forums" target="_blank" rel="noreferrer">https://mdb.link/YZNcELz3GZ8-forums</a>
✅ GitHub - <a href="https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/agents/hr_agentic_chatbot_with_langgraph_claude.ipynb" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/GenAI-Showcase/blob/main/notebooks/agents/hr_agentic_chatbot_with_langgraph_claude.ipynb</a>
-
The "AI Show" livestream. A casual stream with the viewers building a simple AI pipeline using MongoDB. No prep needed, use an existing notebook / code base.

Building AI Agents with Memory

✅ Sign-up for a free cluster at →  <a href="https://mdb.link/r0peebXCSLE-register" target="_blank" rel="noreferrer">https://mdb.link/r0peebXCSLE-register</a>
✅ Get help on our Community Forums → <a href="https://mdb.link/r0peebXCSLE-forums" target="_blank" rel="noreferrer">https://mdb.link/r0peebXCSLE-forums</a>
-
Welcome back to MongoDB Local New York City 2024! Join us as we delve into the realm of retail AI revolution. In this interview series, discover how leading retailers are leveraging the power of artificial intelligence to transform customer experiences.
Prashant Juttukonda from MongoDB and Stephen Gatchell from BigID share valuable insights into the innovative ways retailers are utilizing AI technologies to personalize customer interactions across multiple platforms. From understanding customer behavior to data management challenges, explore the forefront of AI adoption in the retail industry. Gain expert perspectives on bridging data silos, enhancing security compliance, and unlocking the full potential of AI-driven insights.

Revolutionizing Retail: Enhancing Customer Experiences using AI with BigID

✅ Sign-up for a free cluster at → <a href="https://mdb.link/GnObR9tEjus-register" target="_blank" rel="noreferrer">https://mdb.link/GnObR9tEjus-register</a>
✅ Get help on our Community Forums → <a href="https://mdb.link/GnObR9tEjus-forums" target="_blank" rel="noreferrer">https://mdb.link/GnObR9tEjus-forums</a>
-
Join us with this conversation with Abirami Sukumaran.
Abirami has over 17 years of industry experience in application development and leadership in the areas of databases, data management, and analytics, with a few patents filed in the data management area. She is a lead developer advocate at Google specializing in Google Cloud databases and data to AI services, focusing on developer experience and product excellence.

Smart Dining with Conversational Restaurant Assistant: Google Cloud Vertex AI and MongoDB Atlas

✅ Sign-up for a free cluster at →  <a href="https://mdb.link/zk8agJnOShg-register" target="_blank" rel="noreferrer">https://mdb.link/zk8agJnOShg-register</a>
✅ Get help on our Community Forums → <a href="https://mdb.link/zk8agJnOShg-forums" target="_blank" rel="noreferrer">https://mdb.link/zk8agJnOShg-forums</a> 
-
Joining Michael Lynn is Steve Jones, Executive Vice President of Data-Driven Business at Capgemini AI, a global leader in consulting, technology services, and digital transformation. Together, they explore the latest trends and innovations shaping the landscape of AI and data. Steve provides invaluable insights into the evolving role of AI in business operations. Discover how Capgemini's groundbreaking projects in AI, like their 2017 Gen I AI endeavor in drug research, are paving the way for future applications. In this episode Steve shares his vision of software development's future, emphasizing the shift towards constructing systems based on operational reality rather than mere technical prowess. Tune in for an enlightening discussion on the transformative power of AI and its profound impact on the future of business.

#DataDriven #AI  #GenAI

The Future of Data-Driven Business with Capgemini

In this episode, we explore the intricacies of deploying high-performance Retrieval Augmented Generation (RAG) systems in production environments with Ian Cairns, co-founder, and Jeremy Silva, engineer at Freeplay. Learn how Freeplay’s innovative platform, in collaboration with MongoDB, simplifies the complex process of experimenting, testing, and tuning RAG features for large-scale applications. Discover the critical role of effective retrieval strategies, optimal generation models, and continuous system optimization. Whether you’re a developer, product manager, or part of a software team, this episode offers valuable insights into enhancing your LLM applications using MongoDB and Freeplay. Tune in to understand the challenges, solutions, and best practices for achieving reliable and scalable RAG systems.
-
✅ MongoDB and Freeplay Overview
 - <a href="https://mdb.link/BHK0VbbMPg" target="_blank" rel="noreferrer">https://mdb.link/BHK0VbbMPg</a>
✅ Freeplay website - <a href="https://freeplay.ai/" target="_blank" rel="noreferrer">https://freeplay.ai/</a>

Unlocking the Power of Retrieval Augmented Generation: A Deep Dive with Freeplay and MongoDB

Welcome to The Index! We’re sharing all the latest and greatest from Developer Center, the MongoDB Podcast, our recent travels, and beyond.

➡️ View The Index in our Community Forums: <a href="https://mdb.link/xZYhGHSUyEM-index" target="_blank" rel="noreferrer">https://mdb.link/xZYhGHSUyEM-index</a> ⬅️

Be sure to give this video a thumbs up and subscribe to our channel, too!

#MongoDB
#TheIndex
#Tech

The Index: World Tour, RDBMS Schemas, & Terraform

Register for Atlas Vector Search - <a href="https://mdb.link/BHm7WyOht6g-register" target="_blank" rel="noreferrer">https://mdb.link/BHm7WyOht6g-register</a>
Hugging Face - <a href="https://huggingface.co/MongoDB" target="_blank" rel="noreferrer">https://huggingface.co/MongoDB</a>
-
Chatbots, RAG, recommendation engines and semantic search on multimodel media is a significant portion of AI engineers day to day challenges. Come and learn how our demos on HuggingFace bring you step by step closer to a scalable working application as Pavel Duchovny joins Shane McAllister to explore this exciting space and discuss the possibilities.

AI Development with HuggingFace & MongoDB

✅ Register for Atlas - <a href="https://mdb.link/xgqrVhUoey4-register" target="_blank" rel="noreferrer">https://mdb.link/xgqrVhUoey4-register</a>
✅ Vector Search - <a href="https://mdb.link/xgqrVhUoey4-vector" target="_blank" rel="noreferrer">https://mdb.link/xgqrVhUoey4-vector</a>
-
In this episode, Shane Mc Allister is joined by David Min and Rustem Feyzkhanov to explore a range of approaches for deploying pretrained LLM models to AWS cloud using SageMaker JumpStart, SageMaker SDK and AWS Copilot. In addition, we'll showcase how to leverage Retrieval Augmented Generation (RAG) with MongoDB Atlas, Vector Search, and Amazon Bedrock. To bring these concepts to life, we'll swiftly showcase demos illustrating the deployment process for a generative AI model using SageMaker JumpStart and AWS Copilot and how to enable natural language queries to extract more value and insights from your data.

AWS and Generative AI - Services, Deployments and RAG with Bedrock

This in-depth tutorial will take you through how to create a MongoDB Atlas cluster, how to create a Neurelo account, how to connect your Atlas cluster to your Neurelo project, how to explore Neurelo's API playground and we will finish off by creating complex queries using Neurelo's AI Assist feature. 

Join us for a full and fun tutorial discovering the fun intersection between these two platforms!

For more information on everything discussed in this video, please check out the linked resources below:

Resources: 
MongoDB Atlas documentation: <a href="https://mdb.link/zzEbvxScKHc-atlas" target="_blank" rel="noreferrer">https://mdb.link/zzEbvxScKHc-atlas</a>
MongoDB Developer Forum: <a href="https://mdb.link/zzEbvxScKHc-forums" target="_blank" rel="noreferrer">https://mdb.link/zzEbvxScKHc-forums</a>

Neurelo Resources: 
Neurelo documentation: <a href="https://docs.neurelo.com/" target="_blank" rel="noreferrer">https://docs.neurelo.com/</a>
Neurelo videos: <a href="https://docs.neurelo.com/" target="_blank" rel="noreferrer">https://docs.neurelo.com/</a>how-to-videos
Neurelo API help: <a href="https://docs.neurelo.com/" target="_blank" rel="noreferrer">https://docs.neurelo.com/</a>neurelo-api-reference-rest

Neurelo and MongoDB: Getting Started and Fun Extras

✅ Register to Atlas - <a href="https://mdblink.com/x6PZ91F1RPc-register" target="_blank" rel="noreferrer">https://mdblink.com/x6PZ91F1RPc-register</a>
-
We’ll discover how GenAI works under covers. There are a lot of patterns which can
leverage the power of LLMs and other foundation models. But most of us rarely think
how things really work under the hood. The current architecture of so called Transformers is based
on the well-known neural networks, invented many years ago. In this talk we’ll uncover the basic
architectures, concepts and solutions of both good old neural networks and modern transformer architectures
which are the foundation of Large Language Models. Understanding how things work lets us better utilize the potential of GenAI!

Exploring GenAI - it’s not magic!

✅ Learn More: <a href="<a href="https://mdb.link/audio-search" target="_blank" rel="noreferrer">https://mdb.link/audio-search</a>" target="_blank" rel="noreferrer"><a href="https://mdb.link/audio-search" target="_blank" rel="noreferrer">https://mdb.link/audio-search</a></a>
✅ Register for Free: <a href="<a href="https://mdb.link/register-RHzMQr5_VRc" target="_blank" rel="noreferrer">https://mdb.link/register-RHzMQr5_VRc</a>" target="_blank" rel="noreferrer"><a href="https://mdb.link/register-RHzMQr5_VRc" target="_blank" rel="noreferrer">https://mdb.link/register-RHzMQr5_VRc</a></a>
-
In this episode of the MongoDB Podcast Live, Michael Lynn teams up with Pavel Duchovny, from MongoDB's Developer Relations, to dive deep into the intersection of AI, music, and data. They're set to explore "Sync Scout," a project that works at the intersection of AI applications, music search and recommendation. This cutting-edge technology leverages MongoDB's powerful capabilities to transform the way music is associated with scenes and images, offering a glimpse into the future of personalized soundtracks.
-
✅ Learn More: <a href="<a href="https://mdb.link/audio-search" target="_blank" rel="noreferrer">https://mdb.link/audio-search</a>" target="_blank" rel="noreferrer"><a href="https://mdb.link/audio-search" target="_blank" rel="noreferrer">https://mdb.link/audio-search</a></a> (Article by Pavel Duchovny and Ran Shir)
✅ Register for Free: <a href="<a href="https://mdb.link/register-RHzMQr5_VRc" target="_blank" rel="noreferrer">https://mdb.link/register-RHzMQr5_VRc</a>" target="_blank" rel="noreferrer"><a href="https://mdb.link/register-RHzMQr5_VRc" target="_blank" rel="noreferrer">https://mdb.link/register-RHzMQr5_VRc</a></a>

Harmonizing AI and Atlas Vector Search

✅ Register for Atlas - <a href="https://mdb.link/NWdqFA5PTXI-register" target="_blank" rel="noreferrer">https://mdb.link/NWdqFA5PTXI-register</a>
✅ Article Part 1 -  <a href="https://mdb.link/NWdqFA5PTXI-part1" target="_blank" rel="noreferrer">https://mdb.link/NWdqFA5PTXI-part1</a>
✅ Article Part 2 - <a href="https://mdb.link/NWdqFA5PTXI-part2" target="_blank" rel="noreferrer">https://mdb.link/NWdqFA5PTXI-part2</a> 
-
Have you heard about machine learning, models, and AI but don't quite know where to start? Do you want to search your data semantically? Are you interested in using vector search in your application? Then you’ve come to the right place! This livestream will introduce you to MongoDB Atlas Vector Search and Amazon SageMaker, and how to use both together to semantically search your data.

Build Your Own Vector Search with MongoDB Atlas and Amazon SageMaker

✅ Learn More About MongoDB and Gradient → <a href="https://mdb.link/gradient" target="_blank" rel="noreferrer">https://mdb.link/gradient</a>
✅ Register for Atlas → <a href="https://mdb.link//register-VCFUpTmd5YQ" target="_blank" rel="noreferrer">https://mdb.link//register-VCFUpTmd5YQ</a>
✅ Get help on our Community Forums → <a href="https://mdb.link/community-VCFUpTmd5YQ" target="_blank" rel="noreferrer">https://mdb.link/community-VCFUpTmd5YQ</a>

Join us as we delve into the innovative world of AI with Gradient and MongoDB Atlas. We'll discuss how Gradient's Accelerator Blocks, combined with MongoDB Atlas's capabilities, are simplifying and enhancing AI development. Learn about the integration of these technologies and their impact on various industries, particularly finance and healthcare.

Key Themes:
* Introduction to Gradient's Accelerator Blocks
* Integration with MongoDB Atlas and its Benefits
* Impact on AI Development Speed and Cost-Efficiency
* Applications in Finance and Healthcare

AI

Videos

All AI Videos