🌐 Get Started with MongoDB Application Modernization and Developer Tools 💻

Topic 1: Application Modernization

MongoDB Relational Migrator: 🔄

• Migrate to MongoDB with confidence
• Analyzes relational schema
• Recommends mapping to new MongoDB schema
• Consolidates tables into fewer collections (documents and arrays)
• Generates new code or updates existing code to MongoDB data model
• Converts SQL queries, triggers, stored procedures to MongoDB Query API syntax
• Creates snapshot or continuous sync jobs based on new schema mapping

AI-powered SQL Query Converter Tool: 🤖

• Convert existing SQL queries, stored procedures, and triggers to work with MongoDB
• Supports JavaScript, Java, or C#

MongoDB Compass: 🔍

• Generate queries using natural language to get executable MongoDB Query API syntax

MongoDB Atlas Charts: 📈

• Data visualization tool for real-time business insights
• Works directly with JSON data, supporting the document model
• Create iframes to quickly embed charts and deliver insights to users

Atlas Charts with AI: 🧠

• Visualization with generative AI
• Use natural language prompts to build dashboards and visualize data

Topic 2: MongoDB tool

MongoDB Compass (GUI): 🔍

• Visualize your MongoDB schema
• Monitor real-time performance metrics
• Seamlessly query your data

MongoDB Cluster-to-Cluster Sync: 🌐

• Continuously synchronize data between MongoDB clusters
• Effortlessly migrate data to the cloud

MongoDB Relational Migrator: 🗄️

• Simplify the process of migrating and transforming data from relational databases to MongoDB
• Streamline your database modernization efforts

MongoDB Command Line Database: 💻

• Leverage a collection of command-line tools for working with your MongoDB deployment
• Automate tasks and streamline your MongoDB management

MongoDB CLI for Cloud Manager: 🧠

• Designed for Cloud Manager and Ops Manager
• Test, script, and execute actions on your MongoDB infrastructure

Topic 3: Python Packages

Python Packages: 🔧

• pymongo: Interact with MongoDB databases effortlessly
• pymupdf: Harness the power of PDF data extraction
• datasets: Leverage the vast collection of datasets on Hugging Face Hub

pymongo: 🗄️

• MongoDB SDK for Python
• Seamless integration between Python and MongoDB

pymupdf: 📄

• Extract text, images, and metadata from PDF files
• Unlock the insights hidden within your PDF documents

datasets: 🤖

• Access a wide range of datasets available on the Hugging Face Hub
• Explore and utilize pre-built datasets for your projects

Useful link for studying MongoDB

https://www.mongodb.com/solutions/use-cases
https://www.mongodb.com/solutions/industries
https://www.mongodb.com/solutions/industries/financial-services
https://www.mongodb.com/resources/solutions/use-cases/use-case-guidance-where-to-use-mongodb
https://www.mongodb.com/lp/resources/products/fundamentals/mongodb-architecture-guide

Reference

https://www.mongodb.com/blog/post/building-modern-applications-faster-new-capabilities-mongodb-local-nyc-2024
Building Modern Applications Faster: New Capabilities at MongoDB.local NYC 2024

https://www.mongodb.com/blog/post/introducing-ai-powered-natural-language-mode-atlas-charts
Introducing AI-Powered Natural Language Mode in Atlas Charts

https://www.mongodb.com/products/platform/atlas-charts
Charts. Visualize real-time application data.

https://www.mongodb.com/products/tools/relational-migrator
Relational Migrator. Migrate to MongoDB with confidence.

https://www.mongodb.com/blog/post/ai-powered-sql-query-converter-tool-now-available-relational-migrator
AI-powered SQL Query Converter Tool is Now Available in Relational Migrator

https://www.mongodb.com/developer/products/atlas/agent-fireworksai-mongodb-langchain/
Building an AI Agent With Memory Using MongoDB, Fireworks AI, and LangChain

https://www.mongodb.com/library/relational-migration/ai-powered-sql-query-converter-tool-relational-migrator?lb-mode=overlay
Relational Migrator

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Editor

Danny Chan, specialty of FSI and Serverless

Kenny Chan, specialty of FSI and Machine Learning