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OrcaSDK Release Notes#

This document tracks notable changes to the OrcaSDK.

v0.1.7#

  • Added confusion matrix to classification metrics
  • Added ability to create empty memorysets
  • Added stricter checks for if_exists="open" during memoryset creation
  • Added support for running distribution, duplicate, cluster, and projection analyses on ScoredMemoryset
  • Tweaked representation of predictive models and embedding models
  • Fixed classification metrics calculation when test set classes don’t match model’s predicted classes.

v0.1.6#

  • Fixed bug that could lead to division by zero during metrics calculation

v0.1.5#

  • Added support for partitioned memorysets and models

v0.1.4#

  • Added use_gpu parameter to prediction methods to allow CPU-based predictions
  • Added support for using string columns as label columns
  • Added sample parameter to memoryset creation methods and model evaluate methods to allow sampling of rows
  • Added ignore_unlabeled parameter to prediction and evaluate methods
  • Added method to query datasource rows
  • Added support to finetune embedding models for regression tasks
  • Added support for querying prediction telemetry on memories
  • Updated SDK to use new job endpoints
  • Improved prediction caching
  • Fixed dependency vulnerability

v0.1.3#

  • Added async ClassificationModel.apredict and Memoryset.ainsert methods.
  • Added batching to Memoryset.insert, Memoryset.update, and Memoryset.delete methods to reduce network issues.
  • Renamed "neighbor" analysis to "distribution" analysis.
  • Allowed injecting custom httpx clients via context to cleanly override api keys and controll client lifecycle.
  • Fixed creation of orphaned datasources when using the if_exists="open" option during memoryset creation.
  • Removed deprecated Memoryset.run_embedding_evaluation method, use EmbeddingModel.evaluate instead.

v0.1.2#

  • Added support for None labels and scores to memorysets and models.
  • Added automatic retrying of requests to improve mitigate transient network and service issues.
  • Fixed bug when receiving additional field in API responses for metrics
  • Updated dependencies to resolve vulnerabilities