Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
An AI-powered data science team of agents to help you perform common data science tasks 10X faster.
| Date | Stars |
|---|---|
| 2026-08-02 | 5365 |
| 2026-08-06 | 5369 |
| 2026-08-14 | 5379 |
| 2026-08-18 | 5379 |
| 2026-08-20 | 5381 |
| 2026-08-21 | 5383 |
| 2026-08-22 | 5385 |
| 2026-08-27 | 5386 |
| 2026-08-28 | 5389 |
| 2026-08-29 | 5395 |
| 2026-08-30 | 5395 |
| 2026-08-31 | 5394 |
| 2026-09-01 | 5396 |
| 2026-09-03 | 5394 |
| 2026-09-04 | 5395 |
| 2026-09-05 | 5396 |
| 2026-09-06 | 5395 |
| 2026-09-07 | 5397 |
| 2026-09-08 | 5404 |
| 2026-09-09 | 5407 |
| 2026-09-10 | 5411 |
| 2026-09-11 | 5411 |
| 2026-09-12 | 5414 |
| 2026-09-13 | 5412 |
| 2026-09-14 | 5413 |
| 2026-09-15 | 5414 |
| 2026-09-16 | 5415 |
| 2026-09-17 | 5419 |
| 2026-09-18 | 5422 |
| 2026-09-19 | 5422 |
| 2026-09-20 | 5424 |
| 2026-09-21 | 5425 |
| 2026-09-22 | 5424 |
| 2026-09-23 | 5426 |
| 2026-09-27 | 5425 |
| 2026-09-29 | 5426 |
| 2026-09-30 | 5429 |
| 2026-10-01 | 5430 |
| 2026-10-02 | 5431 |
| 2026-10-03 | 5433 |
| 2026-10-04 | 5441 |
| 2026-10-05 | 5444 |
| 2026-10-06 | 5446 |
| 2026-10-07 | 5446 |
| 2026-10-08 | 5446 |
| 2026-10-09 | 5448 |
| 2026-10-10 | 5450 |
| 2026-10-12 | 5450 |
| 2026-10-13 | 5449 |
| 2026-10-14 | 5454 |
| 2026-10-15 | 5456 |
| 2026-10-16 | 5457 |
| 2026-10-17 | 5458 |
| 2026-10-18 | 5460 |
| 2026-10-19 | 5463 |
| 2026-10-20 | 5465 |
| 2026-10-21 | 5466 |
| 2026-10-23 | 5468 |
| 2026-10-25 | 5471 |
| 2026-10-26 | 5473 |
| 2026-10-27 | 5476 |
| 2026-10-28 | 5478 |
| 2026-10-29 | 5479 |
| 2026-10-30 | 5486 |
| 2026-10-31 | 5489 |
| 2026-11-01 | 5493 |
| 2026-11-02 | 5496 |
| 2026-11-03 | 5498 |
| 2026-11-04 | 5502 |
Today
+4 stars today
This week
+24 stars this week
This month
+58 stars this month
Momentum
0.0
growth rate 0.44%/day
<div align="center">
<a href="https://github.com/business-science/ai-data-science-team">
<picture>
<img src="./img/ai_data_science_logo.png" alt="AI Data Science Team" width="360">
</picture>
</a>
</div>
<div align="center">
<em>AI Data Science Team + AI Pipeline Studio</em>
</div>
<div align="center">
<a href="https://pypi.python.org/pypi/ai-data-science-team"><img src="https://img.shields.io/pypi/v/ai-data-science-team.svg?style=for-the-badge" alt="PyPI"></a>
<a href="https://github.com/business-science/ai-data-science-team"><img src="https://img.shields.io/pypi/pyversions/ai-data-science-team.svg?style=for-the-badge" alt="versions"></a>
<a href="https://github.com/business-science/ai-data-science-team/blob/main/LICENSE"><img src="https://img.shields.io/github/license/business-science/ai-data-science-team.svg?style=for-the-badge" alt="license"></a>
<img alt="GitHub Repo stars" src="https://img.shields.io/github/stars/business-science/ai-data-science-team?style=for-the-badge">
</div>
# AI Data Science Team
AI Data Science Team is a Python library of specialized agents for common data science workflows, plus a flagship app: **AI Pipeline Studio**. The Studio turns your work into a visual, reproducible pipeline, while the AI team handles data loading, cleaning, visualization, and modeling.
**Status:** Beta. Breaking changes may occur until 0.1.0.
[**Please ⭐ us on GitHub (it takes 2 seconds and means a lot).**](https://github.com/business-science/ai-data-science-team)
## AI Pipeline Studio (Flagship App)
AI Pipeline Studio is the main example of the AI Data Science Team in action.
Highlights:
- Pipeline-first workspace: Visual Editor, Table, Chart, EDA, Code, Model, Predictions, MLflow
- Manual + AI steps with lineage and reproducible scripts
- Multi-dataset handling and merge workflows
- Project saves: metadata-only or full-data
- Storage footprint controls and rehydrate workflows
Run it:
```bash
streamlit run apps/ai-pipeline-studio-app/app.py
```
Full app docs: `apps/ai-pipeline-studio-app/README.md`
## Quickstart
### Requirements
- Python 3.10+
- OpenAI API key (or Ollama for local models)
### Install the app and library
Clone the repo and install in editable mode:
```bash
pip install -e .
```
### Run the AI Pipeline Studio app
```bash
streamlit run apps/ai-pipeline-studio-app/app.py
```
## Library Overview
The repository includes both the **AI Pipeline Studio** app and the underlying **AI Data Science Team** library. The library provides agent building blocks and multi-agent workflows for:
- Data loading and inspection
- Cleaning, wrangling, and feature engineering
- Visualization and EDA
- Modeling and evaluation (H2O + MLflow tools)
- SQL database interaction
### Agents (Snapshot)
Agent examples live in `examples/`. Notable agents:
- Data Loader Tools Agent
- Data Wrangling Agent
- Data Cleaning Agent
- Data Visualization Agent
- EDA Tools Agent
- Feature Engineering Agent
- SQL Database Agent
- H2O ML Agent
- MLflow Tools Agent
- Multi-agent workflows (e.g., Pandas Data Analyst, SQL Data Analyst)
- Supervisor Agent (oversees other agents)
- Custom tools for data science tasks
## Apps
See all apps in `apps/`. Notable apps:
- AI Pipeline Studio: `apps/ai-pipeline-studio-app/`
- EDA Explorer App: `apps/exploratory-copilot-app/`
- Pandas Data Analyst App: `apps/pandas-data-analyst-app/`
## Use OpenAI
```python
from langchain_openai import ChatOpenAI
llm = ChatOpenAI(
model_name="gpt-4.1-mini",
)
```
## Use Ollama (Local LLM)
```bash
ollama serve
ollama pull llama3.1:8b
```
```python
from langchain_ollama import ChatOllama
llm = ChatOllama(
model="llama3.1:8b",
)
```
## Next-Gen AI Agentic Workshop
Want to learn how to build AI agents and AI apps for real data science workflows? Join my next‑gen AI workshop:
https://learn.business-science.io/ai-register
Excerpt of 3,950 characters
Read on GitHub
Matt Dancho · Business Science · United States
398
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:9caad0653a0bf193, topic:gpt
matched fp:9caad0653a0bf193, topic:agents
matched fp:9caad0653a0bf193, topic:copilot