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Video
Python Chat with Anaiya Raisinghani
Anaiya Raisinghani is a Developer Advocate at MongoDB, and she's been building some awesome things with Python and a cool serverless platform called Neurelo. We're going to have a wide-ranging chat about what she knows and loves about MongoDB and the kinds of things she likes to build. There's going to be some demos and Python code walkthroughs. It's going to be a whole load of fun. - Check out Anaiya's articles on Neurelo: Neurelo and MongoDB: Getting Started and Fun Extras - https://mdb.link/vtEtu9-v5ZM-getting-started Building a Restaurant Locator Using Atlas, Neurelo, and AWS Lambda - https://mdb.link/vtEtu9-v5ZM-neurelo-AWSMar 15, 2024 | 0 min
Quickstart
Getting Started with MongoDB and FastAPI
Getting started with MongoDB and FastAPIMar 11, 2024 | 7 min read
Aaron Bassett (+1)
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/subscribeMar 08, 2024 | 59 min
Tutorial
RAG Series Part 1: How to Choose the Right Embedding Model for Your Application
In this tutorial, we will see why embeddings are important for RAG, and how to choose the right embedding model for your RAG application.Mar 08, 2024 | 16 min read
Apoorva Joshi
Article
Audio Find - Atlas Vector Search for Audio
This in-depth article explores the innovative creation of a music catalog system that leverages the power of MongoDB Atlas's vector search and a Python service for sound embedding. Discover how sound embeddings are generated using the Panns-inference model via S3 hosted files, and how similar songs are identified, creating a dynamic and personalized audio discovery experience.Mar 08, 2024 | 11 min read
Ran Shir (+1)
Tutorial
Leveraging MongoDB Atlas Vector Search with LangChain
Discover the integration of MongoDB Atlas Vector Search with LangChain, explored in Python in this insightful article. It highlights how advanced semantic search capabilities and high-dimensional embeddings revolutionize data retrieval. Understand the use of MongoDB Atlas' $vectorSearch operator and how Python enhances the functionality of LangChain in building AI-driven applications. This guide offers a comprehensive overview for harnessing these cutting-edge tools in data analysis and AI-driven search processes.Mar 08, 2024 | 6 min read
Arek Borucki
Tutorial
Building a Restaurant Locator Using Atlas, Neurelo, and AWS Lambda
Follow along with this in-depth tutorial covering the integration of MongoDB Atlas, Neurelo, and AWS Lambda to build a restaurant locator.Mar 08, 2024 | 8 min read
Anaiya Raisinghani (+1)
Tutorial
How to Build a RAG System Using Claude 3 Opus And MongoDB
This guide details creating a Retrieval-Augmented Generation (RAG) system using Anthropic's Claude 3 models and MongoDB. It covers environment setup, data preparation, and chatbot implementation as a tech analyst. Key steps include database creation, vector search index setup, data ingestion, and query handling with Claude 3 models, emphasizing accurate, context-aware responses.Mar 07, 2024 | 16 min read
Richmond Alake
Tutorial
Upgrade Fearlessly with the MongoDB Stable API
With the Stable API, you can upgrade to the latest MongoDB releases without introducing backward-breaking app changes. Learn what it is and how to use it.Mar 05, 2024 | 5 min read
A. Jesse Jiryu Davis