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# Sentiment and summarize russian YouTube-video comments
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This is web-server on [![FastAPI](https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png)](https://fastapi.tiangolo.com/) for sentiment analysis and summarization of russian YouTube comments
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## End-Points
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| Endpoint | Description |
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|-------------------|-------------------------|
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| `/comments` | Get comments and sentimental analysis |
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| `/stats` | Get comments sentiment statistics |
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| `/summarization` | Get summarization of comments |
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## Model for sentiment analysis
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[![Hugging Face](https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg)](https://huggingface.co/MonoHime/rubert-base-cased-sentiment-new)
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## Model for summarization
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[![Hugging Face](https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg)](https://huggingface.co/IlyaGusev/mbart_ru_sum_gazeta)
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## Demo Server App
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[![Hugging Face](https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg)](https://macrdel-sentiment-summarize-youtube-comms.hf.space)
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