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Data Transformation Pipelines · Awesome GitHub Repositories

2 repos

Awesome GitHub RepositoriesData Transformation Pipelines

Tools for cleaning, formatting, and enriching data to optimize it for model consumption.

Distinguishing note: Focuses on pre-indexing data transformation, not general data processing.

Explore 2 awesome GitHub repositories matching data & databases · Data Transformation Pipelines. Refine with filters or upvote what's useful.

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  • colinhacks/zod

    colinhacks/zod

    41,896View on GitHub↗

    Zod is a TypeScript-first schema declaration and validation library designed to ensure end-to-end data integrity. It functions as a runtime type guard, allowing developers to define complex data structures through a declarative, chainable syntax. By using these schema definitions, the library automatically derives static TypeScript types, eliminating the need for manual type duplication and ensuring that runtime data matches expected application contracts. The library distinguishes itself through functional schema composition, which enables the creation of hierarchical structures by nesting a

    Processes and sanitizes raw input through validation and conversion steps to ensure data matches expected internal formats.

    TypeScriptruntime-validationschema-validationstatic-types
    41,896View on GitHub↗
  • appsmithorg/appsmith

    appsmithorg/appsmith

    39,119View on GitHub↗

    Appsmith is a low-code visual development platform designed for building internal business tools, administrative panels, and custom dashboards. It provides a unified editor that allows developers to compose interactive user interfaces using drag-and-drop widgets and bind them directly to backend logic, databases, and external APIs. The platform operates on a reactive model, where interface components automatically update in response to changes in data expressions or application state. The platform distinguishes itself through a modular architecture that supports the creation of reusable UI co

    Remaps data structures and extracts specific fields from arrays to prepare information for display.

    TypeScriptadmin-dashboardadmin-panelsapp-builder
    39,119View on GitHub↗