Data Versioning GitHub Repositories (2026) · Open Source Tools

Dolt – Git for Data

Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. 🍊YC S22

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Lightning fast data version control system for large repositories of data. Feels like git, pushes and pulls like oxen.

Quilt is a Scientific Data Management Platform on AWS that helps teams and AI find, trust, and reuse data through deeply versioned, context-rich data packages.