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Eel is a little Python library for making simple Electron-like offline HTML/JS GUI apps, with full access to Python capabilities and libraries.

Eel hosts a local webserver, then lets you annotate functions in Python so that they can be called from Javascript, and vice versa.

Eel is designed to take the hassle out of writing short and simple GUI applications. If you are familiar with Python and web development, probably just jump to this example which picks random file names out of the given folder (something that is impossible from a browser).


There are several options for making GUI apps in Python, but if you want to use HTML/JS (in order to use jQueryUI or Bootstrap, for example) then you generally have to write a lot of boilerplate code to communicate from the Client (Javascript) side to the Server (Python) side.

The closest Python equivalent to Electron (to my knowledge) is cefpython. It is a bit heavy weight for what I wanted.

Eel is not as fully-fledged as Electron or cefpython - it is probably not suitable for making full blown applications like Atom - but it is very suitable for making the GUI equivalent of little utility scripts that you use internally in your team.

For some reason many of the best-in-class number crunching and maths libraries are in Python (Tensorflow, Numpy, Scipy etc) but many of the best visualization libraries are in Javascript (D3, THREE.js etc). Hopefully Eel makes it easy to combine these into simple utility apps for assisting your development.


Install from pypi with pip:

pip install eel


Directory Structure

An Eel application will be split into a frontend consisting of various web-technology files (.html, .js, .css) and a backend consisting of various Python scripts.

All the frontend files should be put in a single directory (they can be further divided into folders inside this if necessary).     <-- Python scripts
static_web_folder/      <-- Web folder

Starting the app

Suppose you put all the frontend files in a directory called web, including your start page main.html, then the app is started like this;

import eel

This will start a webserver on the default settings (http://localhost:8000) and open a browser to http://localhost:8000/main.html.

If Chrome or Chromium is installed then by default it will open in that in App Mode (with the --app cmdline flag), regardless of what the OS's default browser is set to (it is possible to override this behaviour).

App options

Additional options can be passed to eel.start() by passing it an options={} argument.

Some of the options include the mode the app is in ('chrome', 'chrome-app', None), the port the app runs on, the host name of the app, and adding additional Chrome/Chromium command line flags.

The defaults are set to:

_default_options = {
    'mode': 'chrome-app',
    'host': 'localhost',
    'port': 8000,
    'chromeFlags': ""

Chrome/Chromium flags

You can add additional Chrome/Chromium command line flags by passing a list to the chromeFlags attribute on the options dictionary and then passing this to eel.start()

web_app_options = {
    'mode': "chrome-app", #or "chrome"
    'port': 8080,
    'chromeFlags': ["--start-fullscreen", "--browser-startup-dialog"]

eel.start('main.html', options=web_app_options)

Exposing functions

In addition to the files in the frontend folder, a Javascript library will be served at /eel.js. You should include this in any pages:

<script type="text/javascript" src="/eel.js"></script>

Including this library creates an eel object which can be used to communicate with the Python side.

Any functions in the Python code which are decorated with @eel.expose like this...

def my_python_function(a, b):
    print(a, b, a + b)

...will appear as methods on the eel object on the Javascript side, like this...

console.log("Calling Python...");
eel.my_python_function(1, 2); // This calls the Python function that was decorated

Similarly, any Javascript functions which are exposed like this...

function my_javascript_function(a, b, c, d) {
  if (a < b) {
    console.log(c * d);

can be called from the Python side like this...

print('Calling Javascript...')
eel.my_javascript_function(1, 2, 3, 4)  # This calls the Javascript function

When passing complex objects as arguments, bear in mind that internally they are converted to JSON and sent down a websocket (a process that potentially loses information).

Eello, World!

See full example in: examples/01 - hello_world

Putting this together into a Hello, World! example, we have a short HTML page, web/hello.html:

<!DOCTYPE html>
    <title>Hello, World!</title>

    <!-- Include eel.js - note this file doesn't exist in the 'web' directory -->
    <script type="text/javascript" src="/eel.js"></script>
    <script type="text/javascript">
      eel.expose(say_hello_js); // Expose this function to Python
      function say_hello_js(x) {
        console.log("Hello from " + x);

      say_hello_js("Javascript World!");
      eel.say_hello_py("Javascript World!"); // Call a Python function

    Hello, World!

and a short Python script

import eel

# Set web files folder and optionally specify which file types to check for eel.expose()
#   *Default allowed_extensions are: ['.js', '.html', '.txt', '.htm', '.xhtml']
eel.init('web', allowed_extensions=['.js', '.html'])

@eel.expose                         # Expose this function to Javascript
def say_hello_py(x):
    print('Hello from %s' % x)

say_hello_py('Python World!')
eel.say_hello_js('Python World!')   # Call a Javascript function

eel.start('hello.html')             # Start (this blocks and enters loop)

If we run the Python script (python, then a browser window will open displaying hello.html, and we will see...

Hello from Python World!
Hello from Javascript World! the terminal, and...

Hello from Javascript World!
Hello from Python World! the browser console (press F12 to open).

You will notice that in the Python code, the Javascript function is called before the browser window is even started - any early calls like this are queued up and then sent once the websocket has been established.

Return values

While we want to think of our code as comprising a single application, the Python interpreter and the browser window run in separate processes. This can make communicating back and forth between them a bit of a mess, especially if we always had to explicitly send values from one side to the other.

Eel supports two ways of retrieving return values from the other side of the app, which helps keep the code concise.


When you call an exposed function, you can immediately pass a callback function afterwards. This callback will automatically be called asynchrounously with the return value when the function has finished executing on the other side.

For example, if we have the following function defined and exposed in Javascript:

function js_random() {
  return Math.random();

Then in Python we can retrieve random values from the Javascript side like so:

def print_num(n):
    print('Got this from Javascript:', n)

# Call Javascript function, and pass explicit callback function

# Do the same with an inline lambda as callback
eel.js_random()(lambda n: print('Got this from Javascript:', n))

(It works exactly the same the other way around).

Synchronous returns

In most situations, the calls to the other side are to quickly retrieve some piece of data, such as the state of a widget or contents of an input field. In these cases it is more convenient to just synchronously wait a few milliseconds then continue with your code, rather than breaking the whole thing up into callbacks.

To synchronously retrieve the return value, simply pass nothing to the second set of brackets. So in Python we would write:

n = eel.js_random()()  # This immediately returns the value
print('Got this from Javascript:', n)

You can only perform synchronous returns after the browser window has started (after calling eel.start()), otherwise obviously the call with hang.

In Javascript, the language doesn't allow us to block while we wait for a callback, except by using await from inside an async function. So the equivalent code from the Javascript side would be:

async function run() {
  // Inside a function marked 'async' we can use the 'await' keyword.

  let n = await eel.py_random()(); // Must prefix call with 'await', otherwise it's the same syntax
  console.log("Got this from Python: " + n);


Asynchronous Python

Eel is built on Bottle and Gevent, which provide an asynchronous event loop similar to Javascript. A lot of Python's standard library implicitly assumes there is a single execution thread - to deal with this, Gevent can "monkey patch" many of the standard modules such as time. This monkey patching is done automatically when you call import eel. If you need monkey patching you should import gevent.monkey and call gevent.monkey.patch_all() before you import eel. Monkey patching can interfere with things like debuggers so should be avoided unless necessary.

For most cases you should be fine by avoiding using time.sleep() and instead using the versions provided by gevent. For convenience, the two most commonly needed gevent methods, sleep() and spawn() are provided directly from Eel (to save importing time and/or gevent as well).

In this example...

import eel

def my_other_thread():
    while True:
        print("I'm a thread")
        eel.sleep(1.0)                  # Use eel.sleep(), not time.sleep()


eel.start('main.html', block=False)     # Don't block on this call

while True:
    print("I'm a main loop")
    eel.sleep(1.0)                      # Use eel.sleep(), not time.sleep()

...we would then have three "threads" (greenlets) running;

  1. Eel's internal thread for serving the web folder
  2. The my_other_thread method, repeatedly printing "I'm a thread"
  3. The main Python thread, which would be stuck in the final while loop, repeatedly printing "I'm a main loop"

Building distributable binary with PyInstaller

If you want to package your app into a program that can be run on a computer without a Python interpreter installed, you should use PyInstaller.

  1. Configure a virtualenv with desired Python version and minimum necessary Python packages
  2. Install PyInstaller pip install PyInstaller
  3. In your app's folder, run python -m eel [your_main_script] [your_web_folder] (for example, you might run python -m eel web)
  4. This will create a new folder dist/
  5. Valid PyInstaller flags can be passed through, such as excluding modules with the flag: --exclude module_name. For example, you might run python -m eel web --exclude win32com --exclude numpy --exclude cryptography
  6. When happy that your app is working correctly, add --onefile --noconsole flags to build a single executable file

Consult the documentation for PyInstaller for more options.

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