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Browse files- app.py +21 -0
- requirements.txt +2 -0
app.py
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import gradio as gr
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from transformers import pipeline
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# Load the model using CPU (optimized for 8GB RAM)
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generator = pipeline("text2text-generation", model="Salesforce/codet5p-220m", device=-1)
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def generate_tests(code, instruction):
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prompt = f"Input:\n{code}\n\nInstruction:\n{instruction}"
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result = generator(prompt)[0]["generated_text"]
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return result
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gr.Interface(
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fn=generate_tests,
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inputs=[
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gr.Textbox(label="Your Code", lines=10, placeholder="Paste your function here..."),
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gr.Textbox(label="Instruction", placeholder="e.g., Generate unit tests using Python unittest.")
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],
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outputs=gr.Code(language="python"),
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title="🧪 Unit Test Generator (Lite)",
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description="Paste your function and get test cases using a small AI model. Optimized for 8GB RAM."
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).launch()
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requirements.txt
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gradio
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transformers
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