Aiopandas – Async .apply() and .map() for Pandas, Faster API/LLMs Calls
In plain words
Aiopandas is a Python library that adds asynchronous apply() and map() methods to Pandas DataFrames and Series. It enables concurrent processing of data transformations, making it particularly useful for speeding up API calls and LLM interactions that would otherwise block execution. The tool is designed for data engineers and developers who need to handle large-scale data operations with external services more efficiently than traditional synchronous Pandas methods allow.
written from the facts on this page · September 2026
Does the same job
all alternatives →
- TYTurn your Pandas dataframe into a Tableau-style UI for visual analysis2023 · github.com · ▲712
Hey, guys. I've just made a plugin which turns your pandas dataframe into a tableau-style component. It allows you to explore the dataframe with easy drag-and-drop UI. You can use PyGWalker in Jupyter, Google Colab, or even Kaggle Notebook to easily explore your data and generate interactive visualizations. PyGWalker (pronounced like "Pig Walker", just for fun) is named as an abbreviation of "Python binding of Graphic Walker". Here are some links to check it out: The Github Repo: https://github.com/Kanaries/pygwalker Use PyGWalker in Kaggle:…
- MUMagentic – Use LLMs as simple Python functions2023 · github.com · ▲283
This is a Python package that allows you to write function signatures to define LLM queries. This makes it easy to mix regular code with calls to LLMs, which enables you to use the LLM for its creativity and reasoning while also enforcing structure/logic as necessary. LLM output is parsed for you according to the return type annotation of the function, including complex return types such as streaming an array of structured objects. I built this to show that we can think about using LLMs more fluidly than just chains and chats, i.e. more interchangeably with regular code, and to make it…
More dev tools this month
the category →
The first open-source price index for GPU compute Discussion | Link
Dev tools · 10d ago · producthunt.com
Open-source GTM skills for technical founders
Dev tools · 29d ago · gtmcofounder.com
OpenTrailPaper is open-source bike computer firmware for the LilyGO T5S3 4.7" E-Paper PRO. It supports offline maps, GPX routes, FIT recording and Bluetooth sensors.
Dev tools · 2d ago · opentrailpaper.com
Launched alongside, March 2025
the whole month →
Mimic Human Research & Save Findings in AI Knowledge Base
AI · 2025 · sider.ai
