Pixeltable
  • Why Pixeltable
    • AI Data Infrastructure, SimplifiedTransform complex multimodal data pipelines into intuitive table operations. Unified storage for text, images, video, and audio with automatic versioning and indexing.
    • Model DevelopmentDefine models as table operations. Supports custom Python UDFs. Integrates with popular ML frameworks. Automatic data lineage tracking.
    • Experiment TrackingVersion control for data and models. Compare experiments with table operations. Reproduce results through automatic lineage and provenance.
    • Incremental PipelinesEfficient updates to data and models. Only recompute changed dependencies. Supports complex DAGs. Automatic caching and lazy evaluation.
  • Perfect For
    • LLM/RAG DevelopersFocus on prompt engineering, not plumbing. Build incremental production-ready RAG systems with automatic document processing, embedding management.
    • Computer Vision EngineersBuild and deploy CV pipelines in days, not months. Manage video processing, frame extraction, annotations, and model inferences through a simple table interface.
    • MLOps EngineersDeploy to production without rewrites. Automatic versioning, lineage tracking, and incremental updates work the same from laptop to cloud. Zero infrastructure management overhead.
    • Data/Research ScientistsExperiment faster, iterate smarter. Let Pixeltable handle data processing across all modalities while you focus on modeling. Compare experiments and reproduce results with confidence.
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  • Thanks for Joining Us at PyData Global 2024: Hands-on Multimodal AI Development with Pixeltable

    Thanks for Joining Us at PyData Global 2024: Hands-on Multimodal AI Development with Pixeltable

    Pixeltable’s declarative approach for managing multimodal AI workloads, from data ingestion to model deployment, all within a unified infrastructure.

    December 12, 2024
  • The AI Data Infrastructure Should Be Declarative, Multimodal, and Incremental

    The AI Data Infrastructure Should Be Declarative, Multimodal, and Incremental

    Transform how you build AI applications with Pixeltable, an open-source framework that unifies data storage, versioning, and model orchestration under a simple table interface. Instead of wrestling with data pipelines and infrastructure plumbing, you can focus on what matters: building amazing AI applications that leverage your models and algorithms while Pixeltable handles all the undifferentiated…

    November 21, 2024

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Unifying Data, Models, and Orchestration
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