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    • Gateway for refinery. Manages incoming requests and holds the workflow logic. To interact with the gateway, the UI or Python SDK can be used.
      Python
      3125Updated Feb 17, 2026Feb 17, 2026
    • Data model for refinery. Manages entities and their access for multiple services, e.g. the gateway.
      Python
      1305Updated Feb 17, 2026Feb 17, 2026
    • .github

      Public
      0100Updated Feb 17, 2026Feb 17, 2026
    • TypeScript
      0000Updated Feb 13, 2026Feb 13, 2026
    • TypeScript
      0000Updated Feb 12, 2026Feb 12, 2026
    • TypeScript
      0000Updated Feb 12, 2026Feb 12, 2026
    • Embedder for refinery. Manages the creation of document- and token-level embeddings using the embedders library.
      Python
      1100Updated Feb 12, 2026Feb 12, 2026
    • Websocket module for refinery. Enables asynchronous notifications inside the application.
      Go
      1000Updated Feb 11, 2026Feb 11, 2026
    • TypeScript
      0100Updated Feb 10, 2026Feb 10, 2026
    • Execution environment for the active learning module in refinery. Containerized function as a service to build active learning models using scikit-learn and seq…
      Python
      1010Updated Feb 9, 2026Feb 9, 2026
    • Execution environment for labeling functions in refinery. Containerized function as a service to execute user-defined Python scripts.
      Python
      1002Updated Feb 9, 2026Feb 9, 2026
    • Execution environment for attribute calculation in refinery. Containerized function as a service to build custom attributes derived from the original data.
      Python
      1013Updated Feb 9, 2026Feb 9, 2026
    • Updater for refinery. Manages migration logic to new versions if required.
      Python
      1000Updated Feb 9, 2026Feb 9, 2026
    • Neural search for refinery. Manages similarity search powered by Qdrant and outlier detection, both based on vector representations of the project records.
      Python
      1500Updated Feb 9, 2026Feb 9, 2026
    • Weak supervision for refinery. Manages the integration of heuristics such as labeling functions, active learners or zero-shot classifiers. Uses the weak-nlp lib…
      Python
      1000Updated Feb 9, 2026Feb 9, 2026
    • Evaluates whether a user has access to certain resources.
      Python
      2000Updated Feb 9, 2026Feb 9, 2026
    • Tokenizer for refinery. Manages the creation and storage of spaCy tokens for text-based record attributes and supports multiple language models. It is used by t…
      Python
      1100Updated Feb 9, 2026Feb 9, 2026
    • S3 related AWS and Minio logic.
      Python
      1000Updated Feb 9, 2026Feb 9, 2026
    • Go Template
      0001Updated Feb 5, 2026Feb 5, 2026
    • Defines parent image for the Docker images of the refinery services which provide an execution environment.
      Shell
      0000Updated Feb 5, 2026Feb 5, 2026
    • Defines parent image for the Docker images of the refinery services that require torch (cpu).
      Shell
      0000Updated Feb 5, 2026Feb 5, 2026
    • Defines parent image for the Docker images of the refinery services that require torch (gpu).
      Shell
      0000Updated Feb 5, 2026Feb 5, 2026
    • Defines parent image for the Docker images of the refinery services which require the integration of the model and the s3 submodule.
      Shell
      0000Updated Feb 5, 2026Feb 5, 2026
    • Defines parent image for the Docker images of the refinery services with the smallest set of requirements.
      Shell
      0000Updated Feb 5, 2026Feb 5, 2026
    • Submodule which contains the requirements of the different parent images of refinery.
      Python
      0100Updated Feb 5, 2026Feb 5, 2026
    • Scripts used for Kern AI CI/CD efforts
      Shell
      0011Updated Feb 4, 2026Feb 4, 2026
    • JavaScript
      0000Updated Feb 4, 2026Feb 4, 2026
    • embedders

      Public
      With embedders, you can easily convert your texts into sentence- or token-level embeddings within a few lines of code. Use cases for this include similarity sea…
      Python
      22111Updated Jul 14, 2025Jul 14, 2025
    • Gateway proxy for refinery. Manages incoming requests and forwards them to the gateway. Used by the Python SDK.
      Python
      2000Updated Jul 10, 2025Jul 10, 2025
    • bricks

      Public
      Open-source natural language enrichments at your fingertips.
      Python
      244627310Updated Jan 14, 2025Jan 14, 2025