Add callback mechanism #1689
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Add callback mechanism #1689
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Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
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Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
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Looks great to me! Thanks a ton @B-Step62 ! |
omrirh
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Oct 29, 2024
* Implement POC callback Signed-off-by: B-Step62 <yuki.watanabe@databricks.com> * POC for MLflow callback Signed-off-by: B-Step62 <yuki.watanabe@databricks.com> * Formalize Signed-off-by: B-Step62 <yuki.watanabe@databricks.com> * docstring Signed-off-by: B-Step62 <yuki.watanabe@databricks.com> * local callback Signed-off-by: B-Step62 <yuki.watanabe@databricks.com> * fix import Signed-off-by: B-Step62 <yuki.watanabe@databricks.com> --------- Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
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Change Overview:
Adding a robust callback mechanism to provide users an ability to inject custom hooks before/after executing DSPy components. The main use case right now is MLflow Tracing, but this opens up more use cases. The callback design has been discussed offline.
Tests:
pytest tests/