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README.md
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title: Nn Ext
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colorFrom:
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sdk: streamlit
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sdk_version: 1.31.0
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app_file: app.py
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pinned: false
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---
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title: Nn Ext
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emoji: π¦
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colorFrom: blue
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colorTo: purple
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sdk: streamlit
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sdk_version: 1.31.0
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app_file: app.py
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pinned: false
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---
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# Streamlit app with neural network π‘
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## Teamπ§π»βπ»
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1. [Diachenko Ilia](https://github.com/DiaElijah)
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2. [Yerlan Baidildin](https://github.com/YerlanBaidildin)
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## Task π
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1. Parse a movie database online.
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2. Creating a service for semantic movie search using pre-trained language models.
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## Contents π€
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1. Data parsing was carried out from the site π½οΈ [kino.mail.ru](https://kino.mail.ru/cinema/all/)
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2. Models used for semantic search π€ [rubert-tiny2](https://huggingface.co/cointegrated/rubert-tiny2) and π [msmarco-MiniLM-L-12-v3](https://www.sbert.net/docs/pretrained-models/msmarco-v3.html)
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3. The library was used for semantic search πΎ [Sentence Transformers](https://www.sbert.net/examples/applications/semantic-search/README.html#)
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## Libraries π
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```python
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import json
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import requests
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from bs4 import BeautifulSoup
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import pandas as pd
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import time
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import csv
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import re
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import ast
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import re
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import string
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import nltk
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import pymorphy2
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import streamlit as st
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import numpy as np
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import torch
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from sentence_transformers import SentenceTransformer, util
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```
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