The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure
Pydantic GitHub Repositories (2026) · Open Source Tools
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Type annotations for specifying, validating, and serializing arrays with arbitrary backends in Pydantic (and beyond)
A Query Mapper for Python
✨ Build dashboards with end-to-end version control. 🔋 CLI w/ batteries included, no infra required. Develop on your laptop for instant results, deploy changes safely (with automated checks), and keep every report trustworthy for stakeholders, analysts and agents 🤖
Generate avro schemas from python dataclasses, Pydantic models and Faust Records. Code generation from avro schemas. Serialize/Deserialize python instances with avro schemas.