Create Web Applications with Google new UI Framework Mesop
Google Mesop: Is it that Easy to Create User Interface for AI Apps| simplify ai| web programming| #ai #google #webdevlopment #python
Important Link:
Website link:
https://google.github.io/mesop/
Google Collab :
https://colab.research.google.com/git...
Code:
Updated soon
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Description :
Hey everyone, welcome to this amazing channel! Today, we are going to dive deep into the new web UI framework by Google. You'll get all the updates and a demo in a short time. Let's start the video.
Google has just open-sourced their internal package for building beautiful web UIs in pure Python, called Mesop. It's similar to Streamlit or Gradio, allowing you to create responsive web apps without JavaScript, CSS, or HTML. Used internally by various Google teams, Mesop helps rapidly prototype different apps.
We’ll learn how to get started with Mesop and build our own UI using its ready-to-use components. Mesop offers state management, making it a strong competitor to Streamlit. You can also create multi-page UI applications and deploy them into production environments.
Key Components and Features:
Components: Ready-to-use native UI components for your applications. You can also define your own UI components using Python functions.
State Management: Cleaner and more efficient compared to other frameworks.
Multi-page UI: Ability to build and deploy multi-page applications.
Tutorial Overview:
Google Colab Setup: Install the Mesop package and explore built-in UI components.
Creating a Simple App: Learn how to create a "Hello World" app using Mesop.
Building a Chat App: Use pre-built chat components to create a simple chat application.
Demo Gallery: Explore various demos and use them as a starting point for your projects.
Running Locally: Create a virtual environment, install Mesop, and run a chat app locally using the Gemini Flash model.
Code Review and Demo:
Setup: Install Google Generative AI package, configure API keys, and import necessary components.
UI Creation: Define pages, set security policies, and create main functions.
Chat Function: Use the chat component, define a transform function, and stream responses from Gemini.
Running the App:
Run the Mesop command followed by the file name (misop.py). Navigate to the local host address and add /chat to see your chat UI.
Links and Code:
Website link:
https://google.github.io/mesop/
Google Collab :
https://colab.research.google.com/git...
Code:
Updated soon
Hashtags:
#GoogleMesop #WebUIFramework #PythonDevelopment #StreamlitAlternative #AIModels #ChatbotDevelopment #PythonUI #OpenSourceProject #GoogleAI #TechTutorial#Mesop: Google's New Python based UI Framework for Building Web Application