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OpenInference

Important

OpenInference Tracing is now being actively worked on via: OpenInference This repository is maintained for historical purposes only.

This is a a working draft of the specification for OpenInference - a specification that encompass two data models:

Inferences are designed to capture inference logs from a variety of model types and use-cases where as traces are designed to capture the execution of an application that results in invocations of an LLM.

OpenInference data is designed to be stored in a data lake or data warehouse and provides a standardized format that simplifies the analysis of inference data.

flowchart TD
    A[ML Infra] -->|OpenInference| B[Inference Store]
    A -->|OpenInference| C[File System]
    E[Browser] --> |OpenInference| B[Inference Store]
    C -->|Import| B
    B -->|Export| D[Notebook]
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A specification for OpenInference, a semantic mapping of ML inferences

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