Since Panel 1.5.0 it is possible to run Panel application(s) natively on a FastAPI based server. Therefore this how-to guide will explain how to add Panel application(s) directly to an existing FastAPI application.

Based on a standard FastAPI app template, this app shows how to integrate Panel and FastAPI. The sliders app is in examples/apps/fastApi/sliders. We will cover the following additions/modifications to the Django2 app template: sliders/sinewave.py: a parameterized object (representing your pre-existing code)

Panel usually runs on a Bokeh-Server, which in turn runs on Tornado. However, it is also often useful to embed a Panel app into a large web application, such as a FastAPI web server. Integration with FastAPI is easier compared to others such as …

A minimum reproducible repository for embedding panel in FastAPI. Follow either This Tutorial or These steps below ↓↓↓. That's it! You can change, modify, or add to the code in any way you'd like. This is just a basic single app example. To run multiple apps you will need to do the following:

Nov 22, 2024 · Was trying Running Panel apps in FASTAPI and have the example up and running. But in a more real world use case, I would need to run it within routers - even if just for source code structuring. Taking Marc’s example and extending it as below:

Dec 27, 2024 · FastAPI is built on Starlette and Pydantic, making it one of the fastest Python frameworks for building APIs, even faster than Flask and Django in many cases. It leverages Python’s asyncio...

Sep 22, 2024 · Flexible deployment: You can deploy Panel apps to Tornado, Flask, Django, FastAPI servers, or package them as standalone client apps or static web pages. Integration with HoloViz: Panel integrates well with other tools in the HoloViz ecosystem, like hvPlot, HoloViews, and Datashader, for more advanced data analysis and visualization.

FastAPI is a modern, high-performance web framework for building APIs with Python 3.6+ based on standard Python type hints. It is designed to create web applications quickly and efficiently, leveraging ASGI (Asynchronous Server Gateway Interface) …

Python, with its simplicity and extensive libraries, is a popular choice for building these APIs. Enter FastAPI, a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints. This guide will walk you through the process of building a RESTful API using Python and FastAPI.

Mar 4, 2025 · I'm developing a NiceGUI application in python and wanted to add application insights to the app. I have been able to do this as I'm getting requests and telemetry sent no problem. The issue I'm having is that I cant seem to get my …