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Tutorial
Reinventing Multi-modal Search With MongoDB and Anyscale
In this comprehensive guide, we explore a solution to modernize legacy search systems using Anyscale and MongoDB. The guide covers building a scalable multi-modal data indexing pipeline, implementing a hybrid search backend, and creating a user-friendly interface. The solution leverages MongoDB Atlas Vector Search and Anyscale’s AI compute platform to enhance search capabilities across text and image data..jpg&w=3840&q=75)
Sep 18, 2024 | 20 min read
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Tutorial
Reinventing Multi-modal Search With MongoDB and Anyscale
In this comprehensive guide, we explore a solution to modernize legacy search systems using Anyscale and MongoDB. The guide covers building a scalable multi-modal data indexing pipeline, implementing a hybrid search backend, and creating a user-friendly interface. The solution leverages MongoDB Atlas Vector Search and Anyscale’s AI compute platform to enhance search capabilities across text and image data.Sep 18, 2024
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MS
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Video
Building AI Services with FastAPI & Bedrock
✅ MongoDB Atlas account → https://mdb.link/KL8CAm6Eoks-register ✅ Get help on our Community Forums → https://mdb.link/KL8CAm6Eoks-forums ✅ Writen article → https://mdb.link/KL8CAm6Eoks-article - We'll go through a FARM (FastAPI, React & MongoDB) stack application that I built that does multi-modal search to find images using MongoDB's vector search indexes. I'll talk about some of the tricky things in the implementation, and how to work with Bedrock from asyncio applications.Aug 15, 2024
Quickstart
Getting Started With MongoDB and FastAPI
In this quick start, we will create a CRUD (Create, Read, Update, Delete) app showing how you can integrate MongoDB with your FastAPI projects.
Jul 12, 2024
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Video
Fundamentals of Building a FARM Stack App in 5 min
❗ Here's the correct link - https://mongodb-celeb-search.com/ ✅ Sign-up for a free cluster at → https://mdb.link/LldmlWM1amg-register ✅ Get help on our Community Forums → https://mdb.link/LldmlWM1amg-forums - Join Associate Developer Advocate Anaiya Raisinghani as she talks about the fundamentals of building a FARM stack application in this quick 5 minute lightning talk. ✅ For more information on MongoDB’s FARM stack check out this article on our Developer Center → https://mdb.link/LldmlWM1amg-article - Subscribe to MongoDB YouTube→ https://mdb.link/subscribe #farm #react #fastapi #python #mongodb #developersMay 23, 2024
Article
8 Best Practices for Building FastAPI and MongoDB Applications
FastAPI seamlessly integrates with MongoDB through the Motor library, enabling asynchronous database interactions.
Apr 23, 2024
Article
Introducing FARM Stack - FastAPI, React, and MongoDB
Introducing FARM Stack - FastAPI, React, and MongoDBApr 02, 2024
Video
Going FARMing with Python & FastAPI!
✅ Sign-up for a free cluster at → https://mdb.link/65jdbqw8XHE-register ✅ Get help on our Community Forums → https://mdb.link/65jdbqw8XHE-forums - Every week you can watch Mark as he builds out a Data Access Layer in Python. The experimental docbridge library is an attempt to build a Pythonic framework that takes into account the various patterns that are used when designing document models with MongoDB. There are quite a few features in the docbridge library now! Let's build something with it, demonstrating some of the data modeling patterns it helps to abstract, and we can talk about how well it works with FastAPI and maybe some changes to make it even better. 📚 RESOURCES 📚 Best Practices for FastAPI & MongoDB → https://mdb.link/best-practices-fastapi-65jdbqw8XHE Six Principles of Resilient Evolvability → https://mdb.link/65jdbqw8XHE-blog Building with Patterns → https://mdb.link/65jdbqw8XHE-patterns Docbridge GitHub Repo → https://github.com/mongodb-developer/docbridge 💬 Connect with Mark: LinkedIn: https://www.linkedin.com/in/judy2k/ ------ ✅ Subscribe to our channel → https://mdb.link/subscribe
Mar 27, 2024
Video
Going Async with Python!
✅ Sign-up for a free cluster at - https://mdb.link/0_mMQrP9RCM-register ✅ Get help on our Community Forums - https://mdb.link/0_mMQrP9RCM-community - Every week you can watch Mark as he builds out a Data Access Layer in Python. The experimental docbridge library is an attempt to build a Pythonic framework that takes into account the various patterns that are used when designing document models with MongoDB. Docbridge was built using PyMongo, but now I want to use it with FastAPI, so it needs to be ported or adapted to work as an async library. We'll go deep into the complexities of async libraries and generators, and talk about good practices for updating the data in your MongoDB database. - 📚 RESOURCES 📚 ✅ Six Principles of Resilient Evolvability - https://mdb.link/0_mMQrP9RCM-principles ✅ Building with Patterns - https://mdb.link/0_mMQrP9RCM-summary ✅ Docbridge GitHub Repo - https://github.com/mongodb-developer/docbridge ------ Connect with Mark: LinkedIn: https://www.linkedin.com/in/judy2k/ ✅ Subscribe to our channel - https://mdb.link/subscribe
Mar 27, 2024
Video
Code With Mark: Let's go FARMing!
✅ Sign-up for a free cluster at → https://mdb.link/_hmOnVurboQ-register ✅ Get help on our Community Forums → https://mdb.link/_hmOnVurboQ-forums - Every week you can watch Mark as he builds out a Data Access Layer in Python. This library, called docbridge, is an attempt to build a Pythonic framework that takes into account the various patterns that are used when designing document models with MongoDB. FastAPI is becoming a go-to framework for Python developers building APIs and applications with MongoDB. I've built a blocking data access library, but FastAPI is built on asyncio! That means that the code needs to be rewritten to work as both blocking and async. Let's go deep under the covers of coroutines and asynchronous iterators, and find out what's going on! - RESOURCES ✅ Full Stack FastAPI App Generator → https://mdb.link/_hmOnVurboQ-generator ✅ The Six Principles for Building Flexible Data Applications → https://mdb.link/_hmOnVurboQ-principles ✅ Building with Patterns → https://mdb.link/_hmOnVurboQ-patterns ✅ Docbridge GitHub Repo → https://mdb.link/_hmOnVurboQ-docbridge Connect with Mark: LinkedIn: https://www.linkedin.com/in/judy2k/ ------ ✅ Subscribe to our channel → https://mdb.link/subscribe
Mar 08, 2024