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Danny Chan for MongoDB Builders

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🌐 Get Started with MongoDB Application Modernization and Developer Tools πŸ’»

Topic 1: Application Modernization


MongoDB Relational Migrator: πŸ”„

  • 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: πŸ€–

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


MongoDB Compass: πŸ”

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


MongoDB Atlas Charts: πŸ“ˆ

  • 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): πŸ”

  • 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: πŸ—„οΈ

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


MongoDB Command Line Database: πŸ’»

  • 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: πŸ”§

  • 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: πŸ—„οΈ

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


pymupdf: πŸ“„

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


datasets: πŸ€–

  • 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


Editor

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Danny Chan, specialty of FSI and Serverless

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Kenny Chan, specialty of FSI and Machine Learning

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