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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....
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AIFastApiVector SearchPythonAtlas

Sep 18, 2024 | 20 min read
KK
MS
Kamil Kaczmarek (+1)
Video

Building AI Services with FastAPI & Bedrock

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Aug 15, 2024 | 58 min
Video

Fundamentals of Building a FARM Stack App in 5 min

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May 23, 2024 | 3 min
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Tutorial

Build a Cocktail API with Beanie and MongoDB

This new Beanie ODM is very good.
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Oct 01, 2024
Mark Smith
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.
MongoDB thumbnail image

Sep 18, 2024
KK
MS
Kamil Kaczmarek (+1)
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.
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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.
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Jul 12, 2024
Aaron Bassett (+1)
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 #developers
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May 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.
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Apr 23, 2024
Mark Smith
Article

Introducing FARM Stack - FastAPI, React, and MongoDB

Introducing FARM Stack - FastAPI, React, and MongoDB
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Apr 02, 2024
Aaron Bassett
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
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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
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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
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Mar 08, 2024