Name: Python, MongoDB, and AI
Start: 2024-07-17T18:30:00+12:00
End: 2024-07-17T20:30:00+12:00

The newly opened New Zealand office staff and overseas colleagues will be introducing the **MongoDB** *NoSQL database* and how to access it from *Python*, plus their more recent moves into the *AI* field.

**Session 1: Introduction to MongoDB**
*MongoDB* document database *basics*, covering *core concepts* and *high-level functionalities* for developers. Your opportunity to get started with *MongoDB* in comfort.
○ Challenges of modern applications
○ What is *MongoDB*?
○ Flexible Document Model
○ Deployment options of *MongoDB*
○ Tools for developing in *Python*

*Hazelle Sevilla* is a Senior Solutions Architect at *MongoDB* with expertise in solutions architecture, consulting, integration development, and software engineering. She brings a diverse skill set from her progressive roles in database, analytics, advertising technology, and enterprise integration solutions.

**Session 2: Leveraging MongoDB and the Document Model in the GenAI**
**Revolution**
How *MongoDB Atlas Vector Search* is used to build AI applications using *Python* and libraries such as *Pandas*, Pydantic, and *PyMongo*.

How *MongoDB* fits in a *GenAI* world
○ The Document Model and Its Importance
○ Why AI Applications Need Memory
○ What is RAG?
○ The Role of *MongoDB* in RAG
○ The Memory Provider
Implementation of a RAG pipeline with *MongoDB*
○ Data Loading and Modeling with *Pydantic*
○ Embedding Data for Vector Search
○ Data Ingestion into *MongoDB* Database
○ Creating and Managing Vector Search Indexes
○ Implementing RAG with *MongoDB*
○ Handling User Queries

*Richmond Alake* is an AI Stack Engineer with an academic background in computer vision, robotics and machine learning, worked in software development and machine learning roles since 2016. He has also taught online AI/ML/Data courses and has written over 200 technical articles with over 1 million views. Richmond is passionate about the utilisation of technology to solve real world problems.

These topics will **more** than fill the meeting (especially if you ask lots of questions). **Punctuality** essential! There will be a *door-prize*. *Python New Zealand* [Code of Conduct](https://python.nz/about/code-of-conduct/) applies.

Python New Zealand - Auckland

Python Software Foundation Meetup Pro Network

Technology

Python

New Technology

Programming Languages

Computer Programming

Python Web Development

Open Source Python

Data Science using Python

Python, MongoDB, and AI

AI Algorithms

NoSQL

Database Backends

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Python New Zealand - Auckland

Python, MongoDB, and AI

Python New Zealand - Auckland

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