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--- |
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title: HistoPath Agent |
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emoji: 🚀 |
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colorFrom: purple |
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colorTo: blue |
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sdk: docker |
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app_port: 7860 |
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pinned: false |
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license: mit |
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--- |
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# 🔬 HistoPath Agent |
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AI-Powered Histopathology Analysis Assistant for whole slide image analysis, segmentation, and captioning. |
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## Features |
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- 📸 Whole Slide Image (WSI) Captioning |
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- 🔍 Cell and Tissue Segmentation |
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- 🏷️ Zero-Shot Classification |
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- 📊 Quantitative Analysis (TILs, Fibrosis) |
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## Usage |
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1. Enter the passcode to access the application |
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2. Upload your histopathology image (.svs, .png, .jpg, .tif) |
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3. Enter your analysis request |
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4. View results in the Images and Data tabs |
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## Environment Variables |
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Set these in your Hugging Face Spaces secrets: |
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- `GRADIO_PASSWORD`: Access passcode |
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- `HUGGINGFACE_ACCESS_TOKEN`: For accessing gated models |
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- `ANTHROPIC_API_KEY`: For Claude LLM (optional) |
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- `OPENAI_API_KEY`: For OpenAI models (optional) |
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## Credits |
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Built with LazySlide, LangChain, and Gradio |
