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	# Sentiment and summarize russian YouTube-video comments

	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

	## End-Points

	\| Endpoint \| Description \|
	\|-------------------\|-------------------------\|
	\| `/comments` \| Get comments and sentimental analysis \|
	\| `/stats` \| Get comments sentiment statistics \|
	\| `/summarization` \| Get summarization of comments \|

	## Model for sentiment analysis

	[![Hugging Face](https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg)](https://huggingface.co/MonoHime/rubert-base-cased-sentiment-new)

	## Model for summarization

	[![Hugging Face](https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg)](https://huggingface.co/IlyaGusev/mbart_ru_sum_gazeta)

	## Demo Server App

	[![Hugging Face](https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg)](https://macrdel-sentiment-summarize-youtube-comms.hf.space)