GitHub - Arize-ai/phoenix: ML Observability in a Notebook - Uncover Insights, Surface Problems, Monitor, and Fine Tune your Generative LLM, CV and Tabular Models

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2023-05-22 05:00:02

Phoenix provides MLOps insights at lightning speed with zero-config observability for model drift, performance, and data quality. Phoenix is notebook-first python library that leverages embeddings to uncover problematic cohorts of your LLM, CV, NLP and tabular models.

Define schemas that tell Phoenix which columns of your DataFrames correspond to features, predictions, actuals (i.e., ground truth), embeddings, etc.

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