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A high-level, interpreted programming language and it is used for general purpose. Python is one of the most popular languages for data-intensive tasks and data science because of its rich library support for statistics, machine learning, and AI-related tasks.

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Tutorial

How to Choose the Best Embedding Model for Your LLM Application

In this tutorial, we will see why embeddings are important for RAG, and how to choose the best embedding model for your RAG application.
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AtlasPythonAI

Nov 07, 2024
Tutorial

Simplify Semantic Search With LangChain and MongoDB

Dive into semantic search with our tutorial on integrating LangChain and MongoDB. Simplify loading, transforming, embedding, and storing data.
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Oct 28, 2024
Tutorial

How to Use Cohere's Quantized Vectors to Build Cost-effective AI Apps With MongoDB

Learn how to build cost-effective AI apps using Cohere's quantized vectors and MongoDB Atlas. This tutorial covers vector quantization techniques, efficient embedding storage, and optimized vector search operations. Discover how to leverage BSON encoding and int8 quantization to significantly reduce storage requirements while maintaining search accuracy. Ideal for developers looking to scale their AI applications and optimize performance in production environments.
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Oct 03, 2024
Tutorial

Optimizing for Relevance Using MongoDB Atlas and LlamaIndex

In this tutorial, we will learn how to perform full-text, vector, and hybrid searches using MongoDB’s LlamaIndex integration and explore ways to tune them to optimize for relevance.
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Oct 02, 2024
Tutorial

Smart Filtering: A Guide to Generating Pre-filters for Semantic Search

Dive into what smart filtering is, how it works, and why it's essential for building better search experiences. Use metadata and vector search to deliver search results that truly match your intent.
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Oct 02, 2024
Tutorial

Sip, Swig, and Search With Playwright, OpenAI, and MongoDB Atlas Search

In this tutorial, let’s figure out the best fall Utah “dirty” sodas from the soda chain Swig using Playwright, structured OpenAI outputs, and MongoDB’s Atlas Search.
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Oct 01, 2024
Tutorial

Build a Cocktail API with Beanie and MongoDB

This new Beanie ODM is very good.
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Oct 01, 2024
Tutorial

Getting Started With MongoDB and AWS CodeWhisperer

Get AWS CodeWhisperer running in VS Code. It also works with IDEs like IntelliJ IDEA, AWS Cloud9, AWS Lambda console, JupyterLab, & SageMaker Studio.
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Sep 26, 2024
Tutorial

Getting Started With MongoDB and Amazon Q Developer generative AI–powered coding assistant

Get working on your MongoDB Project swiftly with Amazon Q Developer
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Sep 25, 2024
Tutorial

How to Implement Databricks Workflows and Atlas Vector Search for Enhanced Ecommerce Search Accuracy

Learn how to implement Databricks Workflows and Atlas Vector Search for your Ecommerce accuracy.
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Sep 18, 2024