FuncToWeb turns Python functions into web forms with zero boilerplate.
Problem it solves: Data scientists, backend developers, and teams need quick internal tools and forms without learning frontend frameworks or writing repetitive FastAPI boilerplate.
Solution: Just add type hints to any function and get an automatic web UI:
defprocess_data(file:ImageFile,threshold:Annotated[int,Field(ge=0,le=100)],mode:Literal["fast","accurate"]):# Your logic herereturnresultrun(process_data)# That's it - instant web form
Anyone who agrees with this pull request could submit an Approve review to it.
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.
## 📋 Pull Request Information
**Original PR:** https://github.com/vinta/awesome-python/pull/2782
**Author:** [@offerrall](https://github.com/offerrall)
**Created:** 10/26/2025
**Status:** ✅ Merged
**Merged:** 1/8/2026
**Merged by:** [@vinta](https://github.com/vinta)
**Base:** `master` ← **Head:** `add-functoweb`
---
### 📝 Commits (1)
- [`a1cdf60`](https://github.com/vinta/awesome-python/commit/a1cdf60c0cbfee7ee1b38500c4a3e3b4d8ddbb8b) Add func-to-web to Admin Panels section
### 📊 Changes
**1 file changed** (+1 additions, -0 deletions)
<details>
<summary>View changed files</summary>
📝 `README.md` (+1 -0)
</details>
### 📄 Description
## What is this Python project?
FuncToWeb turns Python functions into web forms with zero boilerplate.
**Problem it solves:** Data scientists, backend developers, and teams need quick internal tools and forms without learning frontend frameworks or writing repetitive FastAPI boilerplate.
**Solution:** Just add type hints to any function and get an automatic web UI:
```python
def process_data(
file: ImageFile,
threshold: Annotated[int, Field(ge=0, le=100)],
mode: Literal["fast", "accurate"]
):
# Your logic here
return result
run(process_data) # That's it - instant web form
```
**Use cases:**
- Internal tools (data processing, report generation)
- Quick prototypes and demos
- Script sharing with non-technical users
- Admin panels without writing HTML/CSS/JS
Describe features:
- Zero boilerplate - just type hints
- All Python types supported (int, str, bool, date, time, files, lists)
- Advanced validation with Pydantic Field
- Combined constraints (validate both list size AND individual items)
- Dynamic dropdowns with Literal[function]
- File uploads (images, CSV, documents)
- FastAPI-powered, production-ready
## What's the difference between this Python project and similar ones?
**vs Streamlit (33k stars):**
- Streamlit requires learning their API (st.text_input(), st.button())
- FuncToWeb uses standard Python type hints - zero new syntax
- Better for wrapping existing functions without modification
**vs Gradio (30k stars):**
- Gradio needs explicit gr.Interface() configuration
- FuncToWeb infers everything from type hints automatically
- Lighter weight - fewer dependencies
**vs Wooey:**
- Wooey uses argparse (outdated approach)
- FuncToWeb uses modern Python type hints
- Better validation with Pydantic Field constraints
**Unique features:**
- OptionalEnabled/OptionalDisabled markers for optional field control
- Dynamic Literal[function] for runtime-populated dropdowns
- Combined constraints: validate both list size AND each item separately
```python
# 3-10 ratings, each rating must be 1-5
ratings: Annotated[
list[Annotated[int, Field(ge=1, le=5)]],
Field(min_length=3, max_length=10)
]
```
- Comprehensive Pydantic integration
---
**Project info:**
- GitHub: https://github.com/offerrall/FuncToWeb
- Documentation: https://offerrall.github.io/FuncToWeb/
- Stars: 208+
- PyPI: https://pypi.org/project/func-to-web/
Anyone who agrees with this pull request could submit an *Approve* review to it.
---
<sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
GiteaMirror
changed title from [PR #2782] Add func-to-web to Admin Panels section to [PR #2782] [MERGED] Add func-to-web to Admin Panels section2026-04-15 09:56:44 -05:00
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📋 Pull Request Information
Original PR: https://github.com/vinta/awesome-python/pull/2782
Author: @offerrall
Created: 10/26/2025
Status: ✅ Merged
Merged: 1/8/2026
Merged by: @vinta
Base:
master← Head:add-functoweb📝 Commits (1)
a1cdf60Add func-to-web to Admin Panels section📊 Changes
1 file changed (+1 additions, -0 deletions)
View changed files
📝
README.md(+1 -0)📄 Description
What is this Python project?
FuncToWeb turns Python functions into web forms with zero boilerplate.
Problem it solves: Data scientists, backend developers, and teams need quick internal tools and forms without learning frontend frameworks or writing repetitive FastAPI boilerplate.
Solution: Just add type hints to any function and get an automatic web UI:
Use cases:
Describe features:
What's the difference between this Python project and similar ones?
vs Streamlit (33k stars):
vs Gradio (30k stars):
vs Wooey:
Unique features:
Project info:
Anyone who agrees with this pull request could submit an Approve review to it.
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.
[PR #2782] Add func-to-web to Admin Panels sectionto [PR #2782] [MERGED] Add func-to-web to Admin Panels section