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upgini

upgini/upgini

Data search & enrichment library for Machine Learning

GitHub Website

GraphCanon updated Sep 28, 2026 · GitHub synced Sep 28, 2026

39views this month

358 stars26 forksLast push Sep 23, 2026 Python BSD-3-Clause

Decision brief

Automate feature engineering by integrating vast external datasets into ML workflows.

Good fit when

Need rapid access to diverse external data for model enrichment
Focusing on automated feature extraction from varied public and premium sources

Avoid when

Seeking full control over the source code of all components integrated into ML pipelines
Working with proprietary data that cannot be sourced or merged via external services

Observed Jul 17, 2026 · Source: enrich:decision_facts

upgini alternatives Trust report

Verify the decision

Maintenance and security

Full trust report

Maintenance: Very active (4d since push); As of Sep 28, 2026
Provenance: Not a fork · Organization account; As of Sep 28, 2026
Security (OSV): 27 low (27 low); As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install upgini

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

A Python library to easily find and add relevant features to ML pipelines from external data sources, including LLMs.

Capability facts

Deploy: Self-host
Source: dockerfile:Dockerfile · Sep 28, 2026
Docker: Dockerfile present
Source: dockerfile:Dockerfile · Sep 28, 2026
Languages: python
Source: github.language+pyproject.toml · Sep 28, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 28, 2026)

```python

Source link

README

1. Install from PyPI In Colab, it is recommended to restart the runtime after install before importing upgini. Otherwise pyarrow may fail with a binary incompatibility error. <details <summary 🐳 <b Docker way</b </summary </br Clone <i $ git clone https://github.com/upgini/upgin...

For agents

This page has a .md twin and JSON over the API.

/tools/upgini-upgini.md GET /api/graphcanon/tools/upgini-upgini GET /api/graphcanon/graph?tool=upgini-upgini