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d54c66c
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Parent(s):
540f419
Add testing stats: 40k rows, 100% structured output rate
Browse files
app.py
CHANGED
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@@ -268,6 +268,7 @@ with gr.Blocks(title="CatLLM - Survey Response Classifier") as demo:
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- Classifies survey responses, open-ended text, and other unstructured data into custom categories
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- Supports multiple LLM providers: OpenAI, Anthropic, Google, HuggingFace, and more
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- Returns structured results with category assignments for each response
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### Beta Test - We Want Your Feedback!
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This app is currently in **beta** and **free to use** while CatLLM is under review for publication. We're actively accepting feedback to improve the tool for researchers.
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- Classifies survey responses, open-ended text, and other unstructured data into custom categories
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- Supports multiple LLM providers: OpenAI, Anthropic, Google, HuggingFace, and more
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- Returns structured results with category assignments for each response
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- Tested on over 40,000 rows of data with a 100% structured output rate (actual output rate ~99.98% due to occasional server errors)
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### Beta Test - We Want Your Feedback!
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This app is currently in **beta** and **free to use** while CatLLM is under review for publication. We're actively accepting feedback to improve the tool for researchers.
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