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pixeltable/pixeltable

A declarative, transactional Python library for building multimodal AI applications with incremental data storage, transformation, indexing, and orchestration.

Core Features

Declarative data processing with computed columns for AI workflows.

Incremental storage, transformation, and embedding index maintenance.

Transactional data infrastructure ensuring operational integrity.

Built-in orchestration engine for complex multimodal pipelines.

Seamless integration with external AI APIs (e.g., Gemini, Hugging Face) with retry and rate limiting.

Quick Start

pip install pixeltable

Detailed Introduction

Pixeltable is an open-source Python library designed to simplify the development of multimodal AI applications. It provides a declarative and transactional data infrastructure that handles the complexities of data storage, transformation, indexing, retrieval, and orchestration. By using computed columns, developers can define AI workflows without worrying about data plumbing, enabling incremental updates and maintaining data integrity. It bundles its own database and orchestration engine, making it easy to install and use for building robust AI pipelines.