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Build machine learning apps in Python
Create web interfaces for your ML models in minutes. Deploy anywhere,
share with anyone.
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defhello():
print("Hi")
return42
Click Me
051015
A
B
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···
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◢◢
0100
Accept terms
123
defhello():
print("Hi")
return42
Hi! How can I help?
Hello!
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Option A
Hi! How can I help?
Hello!
👋
Goodsentimentbad
Option 1Option 2
📁Documents
📄file.txt
📁Images
⋮⋮Item 1
⋮⋮Item 2
⋮⋮Item 3
▶
0:15
FaceEar
Option A
Everything you need to build
Gradio handles the frontend so you can focus on building. From prototypes
to production-ready web apps.
Lightning Fast Setup
One command to install. A few lines of Python to launch. No
Javascript, CSS, or frontend experience required.
$ pip install gradio
Successfully installed gradio
$ python app.py
Running on http://127.0.0.1:7860
40+ Components
Input and output for any data type: Images, Audio, Video, 3D,
Dataframes, and more.
AudioImageChatVideoPlotJSON+ many more
Permanent Hosting
Deploy to Hugging Face Spaces for free. Always online, auto-scaling,
and shareable with a simple URL.
Live on HF Spaces
Share Instantly
Create a public link to your machine learning demo running on your
local computer in seconds. Great for showing clients or colleagues.
demo.launch(share=True)
Live
What's the weather like?
It's sunny and 72°F today!
Perfect, thanks!
...
import gradio as gr
def greet(name):
return "Hello " + name + "!"
demo = gr.Interface(fn=greet, inputs="text", outputs="text")
demo.launch()
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gradio/hello_worldbuilt with Gradio.Hosted on  Spaces
false
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gradio/map_airbnbbuilt with Gradio.Hosted on  Spaces
false
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gradio/chatinterface_streaming_echobuilt with Gradio.Hosted on  Spaces
false
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gradio/fake_ganbuilt with Gradio.Hosted on  Spaces
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Anastasios Nikolas Angelopoulos@ml_angelopoulos\
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We love @Gradio. \
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It helped us scale to our first million users. Amazing and undervalued that Gradio can do this.\
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cc @_akhaliq 
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Jaydeep@_jaydeepkarale\
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Gradio was love at first sight..so easy to use 
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Will Rice@_Will_Rice\
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Just tried out @Gradio and I am very impressed. Only took like 10mins to put together a #tts demo. 
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Art Litvinau@ArtLitvinau\
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I love how easy is to build quick prototypes with @Gradio ⚡️ this one took me 45 minutes with no previous experience with the library 
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Shirochenko Dmitriy@dmshirochenko\
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Spent the weekend prototyping LLM interfaces directly in Python. @gradio-app is a game changer for rapid UI development. Forget wrestling with JS/CSS; share your model in seconds. Thinking this unlocks serious iteration speed. 
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iCode2@Ifeanyidiaye\
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Apart from being very easy to use, one thing that I simply love about @Gradio is its Javascript client, which makes it easy to build a nice HTML frontend for Python applications. This integration makes me rank gradio high in my list of favorite Python libraries. 
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Amar Saini@_Epoching_\
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Just built a ️@Gradio app for a video related deep learning project. \
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I’m astonished by how simple it is to use & how elegant it looks! Lots and lots of great features & flexibility. Thanks for making this ❤ \
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Roxana Daneshjou MD/PhD@RoxanaDaneshjou\
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Honestly, without @Gradio, we would not be doing a real time AI trial. We have many other ideas for algorithms we want to test through clinical trials, and we know it's possible thanks to @Gradio. \
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Vinay Prabhu@vinayprabhu\
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Dear #MachineLearning twitter,\
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If you haven't typed: \
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$ pip install gradio\
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yet, now would be a damn good time.\
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Especially if you are working in computer vision & deploying models in the real world.