Piti Champeethong
MongoDB, Senior Consulting Engineer
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I am a Senior Consulting Engineer who loves sharing MongoDB and Microsoft technologies like Azure. I am a community speaker at the Thailand MongoDB User Group and .Net Thailand community.
Awards
Data Model: Your Way to Success with MongoDB Developer Tools
In the session, I will explain how to model data in MongoDB using MongoDB developer tools such as Atlas CLI, Compass, and MongoDB for VS Code extension. Finally, the audience will learn how to identify the MongoDB design pattern based on the application access pattern.
Building a RAG System with Azure OpenAI, Hugging Face, and MongoDB Atlas
Building a Retrieval-Augmented Generation (RAG) system with Azure OpenAI, Hugging Face, and MongoDB involves creating an advanced AI model that enhances natural language processing tasks by integrating external knowledge sources. This system leverages Azure OpenAI for its powerful language models, Hugging Face for an extensive library of pre-trained models and NLP tools, and MongoDB Atlas for storing and managing the large datasets used as the knowledge base. The RAG approach combines the strengths of generative models (like those from OpenAI) with the ability to query and retrieve relevant information from a database (stored in MongoDB) during the generation process, leading to more informed and contextually accurate outputs. This setup is handy for applications requiring deep understanding and generation of human-like text, such as chatbots, search engines, and content creation tools.
Develop GitHub Dev Containers for MongoDB CSFLE using .NET
I will demonstrate how to create Dev Containers on GitHub Codespaces for MongoDB CRUD .NET template that can encrypt all MongoDB documents using Client Side Field Level Encryption (CSFLE) by Azure Key Vault.
Publish an Azure container apps with Microsoft Azure and Azure Pipelines
I want to demonstrate how easy it is to deploy Azure container apps using Azure Pipelines and make it the standard.
Build Semantic Search Application with Azure OpenAI service and MongoDB Atlas Search
Go through the demo on how to set up the Azure OpenAI service and integrate it with Langchain and MongoDB Atlas Vector Search. You can see how to do a semantic search application for beginner-level AI implementers.
Updating the software on self-hosted agents using Azure Pipeline.
I will demonstrate how to update software from Chocolatey on self-hosted agents using Azure Pipeline with cron job.
Securing MongoDB in Azure with Vault Plus: enhanced encryption techniques
The presentation offers a step-by-step guide on integrating HCP Vault Plus with Azure Functions to enhance data security in MongoDB Atlas. It begins by explaining the setup process, detailing how to configure HCP Vault Plus within Azure Functions. The focus then shifts to implementing encryption methods for safeguarding data stored in MongoDB Atlas, ensuring sensitive information is protected. Additionally, the presentation demonstrates how users can efficiently query data using an encrypted field, highlighting that data can be accessed and used without decryption, thus maintaining security while ensuring ease of access and use.
Build your own RAG application with MongoDB Chatbot Framework
Developing a Retrieval Augmented Generation (RAG) application with MongoDB Chatbot Framework combines advanced database management with intelligent chatbot capabilities, facilitating sophisticated data retrieval and generation for enhanced user interactions and actionable insights.
JavaScript Bangkok 2.0.0 Sessionize Event
Azure Back to School 2024 Sessionize Event
Azure Back to School 2022 Sessionize Event
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