Update README.md

README.md

@@ -1,12 +1,44 @@
 ---
 title: Nn Ext
-emoji: 📈
-colorFrom: green
-colorTo: indigo
+emoji: 🦀
+colorFrom: blue
+colorTo: purple
 sdk: streamlit
 sdk_version: 1.31.0
 app_file: app.py
 pinned: false
 ---
+# Streamlit app with neural network 💡
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+## Team🧑🏻‍💻
+1. [Diachenko Ilia](https://github.com/DiaElijah)
+2. [Yerlan Baidildin](https://github.com/YerlanBaidildin)
+
+## Task 📌
+1. Parse a movie database online.
+2. Creating a service for semantic movie search using pre-trained language models.
+
+## Contents 🤖
+1. Data parsing was carried out from the site 📽️ [kino.mail.ru](https://kino.mail.ru/cinema/all/)
+2. Models used for semantic search 🤖 [rubert-tiny2](https://huggingface.co/cointegrated/rubert-tiny2) and 😎 [msmarco-MiniLM-L-12-v3](https://www.sbert.net/docs/pretrained-models/msmarco-v3.html)
+3. The library was used for semantic search 👾 [Sentence Transformers](https://www.sbert.net/examples/applications/semantic-search/README.html#)
+
+## Libraries 📖
+```python
+import json
+import requests
+from bs4 import BeautifulSoup
+import pandas as pd
+import time
+import csv
+import re
+import ast
+import re
+import string
+import nltk
+import pymorphy2
+import streamlit as st
+import numpy as np
+import torch
+from sentence_transformers import SentenceTransformer, util
+```