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  1. .gitattributes +1 -0
  2. README.md +36 -0
  3. components/finetuning_validator/fingerprints-for-validation.json +5 -0
  4. components/train_CountVectorsFeaturizer3/oov_words.json +1 -0
  5. components/train_CountVectorsFeaturizer3/vocabularies.json +2387 -0
  6. components/train_DIETClassifier4/DIETClassifier.data_example.st +0 -0
  7. components/train_DIETClassifier4/DIETClassifier.data_example_metadata.json +179 -0
  8. components/train_DIETClassifier4/DIETClassifier.entity_tag_specs.json +28 -0
  9. components/train_DIETClassifier4/DIETClassifier.index_label_id_mapping.json +8 -0
  10. components/train_DIETClassifier4/DIETClassifier.label_data.st +0 -0
  11. components/train_DIETClassifier4/DIETClassifier.label_data_metadata.json +107 -0
  12. components/train_DIETClassifier4/DIETClassifier.sparse_feature_sizes.json +11 -0
  13. components/train_DIETClassifier4/DIETClassifier.tf_model.data-00000-of-00001 +3 -0
  14. components/train_DIETClassifier4/DIETClassifier.tf_model.index +0 -0
  15. components/train_DIETClassifier4/checkpoint +2 -0
  16. components/train_LexicalSyntacticFeaturizer2/feature_to_idx_dict.json +50 -0
  17. components/train_RegexFeaturizer1/patterns.json +1 -0
  18. metadata.json +308 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ components/train_DIETClassifier4/DIETClassifier.tf_model.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Email Processing DIET Model
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+
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+ DIET (Dual Intent and Entity Transformer) model trained for email processing.
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+
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+ ## Model Capabilities
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+
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+ This model can extract:
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+ - Email addresses
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+ - Subject lines
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+
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+ And classify intents such as:
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+ - provide_email
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+ - provide_subject
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+ - greeting
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+ - thank_you
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+ - goodbye
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+
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+ ## Usage with Rasa
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+
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+ ```python
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+ from rasa.core.agent import Agent
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+
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+ # Load the model
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+ agent = Agent.load('path/to/model')
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+
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+ # Use the model
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+ async def test():
28
+ result = await agent.parse_message('Email is john.doe@example.com')
29
+ print(result)
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+ ```
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+
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+ ## Model Information
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+
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+ - Model source: nlu-20250424-041833-grave-grouse.tar.gz
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+ - Published date: 2025-04-24
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+ - Framework: Rasa NLU with DIET architecture
components/finetuning_validator/fingerprints-for-validation.json ADDED
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+ {
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+ "rasa-version": "3.6.21",
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+ "fingerprint-config": "5978f89b8dc39ff9a62218d79e405651",
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+ "fingerprint-nlu": "eef5ec8a1cd035288f5cef2f5d5dcd16"
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+ }
components/train_CountVectorsFeaturizer3/oov_words.json ADDED
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+ []
components/train_CountVectorsFeaturizer3/vocabularies.json ADDED
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