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Add application file
Browse files- .idea/.gitignore +3 -0
- .idea/JarvisAI-Intent-Classification-Bert-Base-Cased.iml +8 -0
- .idea/inspectionProfiles/Project_Default.xml +105 -0
- .idea/inspectionProfiles/profiles_settings.xml +6 -0
- .idea/misc.xml +4 -0
- .idea/modules.xml +8 -0
- .idea/vcs.xml +6 -0
- app.py +21 -0
- requirements.txt +2 -0
.idea/.gitignore
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# Default ignored files
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/shelf/
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/workspace.xml
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.idea/JarvisAI-Intent-Classification-Bert-Base-Cased.iml
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<?xml version="1.0" encoding="UTF-8"?>
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<orderEntry type="sourceFolder" forTests="false" />
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</component>
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</module>
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.idea/inspectionProfiles/Project_Default.xml
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.idea/inspectionProfiles/profiles_settings.xml
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<component name="InspectionProjectProfileManager">
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<settings>
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<option name="USE_PROJECT_PROFILE" value="false" />
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.idea/misc.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9 (pythonProject)" project-jdk-type="Python SDK" />
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</project>
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.idea/modules.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="ProjectModuleManager">
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<modules>
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<module fileurl="file://$PROJECT_DIR$/.idea/JarvisAI-Intent-Classification-Bert-Base-Cased.iml" filepath="$PROJECT_DIR$/.idea/JarvisAI-Intent-Classification-Bert-Base-Cased.iml" />
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</modules>
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</component>
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</project>
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.idea/vcs.xml
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<?xml version="1.0" encoding="UTF-8"?>
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<project version="4">
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<component name="VcsDirectoryMappings">
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<mapping directory="$PROJECT_DIR$" vcs="Git" />
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</component>
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</project>
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app.py
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import gradio as gr
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import tensorflow as tf
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from transformers import AutoTokenizer, TFAutoModelForSequenceClassification, TextClassificationPipeline
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tokenizer = AutoTokenizer.from_pretrained("dipesh/Intent-Classification-Bert-Base-Cased")
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model = TFAutoModelForSequenceClassification.from_pretrained("dipesh/Intent-Classification-Bert-Base-Cased")
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intent_classifier = TextClassificationPipeline(model=model, tokenizer=tokenizer, return_all_scores=False,
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framework='tf')
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def predict(input_text):
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ans = intent_classifier(input_text)
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return ans[0]['label']
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predict("hello")
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iface = gr.Interface(fn=predict, inputs="text", outputs="text")
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iface.launch()
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requirements.txt
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tensorflow==2.7.0
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transformers==4.16.2
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