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Update app.py
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app.py
CHANGED
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@@ -7,6 +7,8 @@ import faiss
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from streamlit.errors import StreamlitAPIException
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import urllib.parse
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import os
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os.environ['KMP_DUPLICATE_LIB_OK'] = 'TRUE'
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@@ -41,6 +43,7 @@ embeddings_matrix = np.stack(embeddings)
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index = faiss.IndexFlatIP(embeddings_matrix.shape[1])
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index.add(embeddings_matrix)
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# CSS стили для заднего фона
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background_image = """
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<style>
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@@ -49,6 +52,7 @@ background_image = """
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background-size: cover;
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background-position: center;
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background-repeat: no-repeat;
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}
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</style>
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"""
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@@ -56,7 +60,8 @@ background_image = """
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# Вставляем CSS стили в приложение Streamlit
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st.markdown(background_image, unsafe_allow_html=True)
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-
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transparent_title = """
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<style>
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.transparent-title {
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@@ -64,7 +69,7 @@ transparent_title = """
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padding: 10px;
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border-radius: 5px;
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box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
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color:
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}
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</style>
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"""
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@@ -76,7 +81,6 @@ transparent_box = """
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padding: 10px;
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border-radius: 5px;
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box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
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color: black;
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}
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</style>
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"""
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@@ -93,6 +97,7 @@ text = st.text_input('Введите ваш запрос для поиска к
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num_results = st.number_input('Количество результатов:', min_value=1, max_value=20, value=3)
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recommend_button = st.button('Получить рекомендации')
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if text and recommend_button: # Check if the user entered text and clicked the button
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# Embed the query and search for nearest vectors using Faiss
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@@ -119,14 +124,14 @@ if text and recommend_button: # Check if the user entered text and clicked the
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st.write(e)
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with col2:
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# Выводим информацию о книге на прозрачном фоне
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st.markdown(f"""
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<div class="transparent-box">
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<p><b>Название книги:</b> {books['title'][i]}</p>
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<p><b>Автор:</b> {books['author'][i]}</p>
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<p><b>Описание:</b>
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<p><b>Оценка сходства:</b> {similarity_percent:.2f}%</p>
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</div>
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""", unsafe_allow_html=True)
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st.write("---")
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from streamlit.errors import StreamlitAPIException
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import urllib.parse
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import os
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os.environ['KMP_DUPLICATE_LIB_OK'] = 'TRUE'
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index = faiss.IndexFlatIP(embeddings_matrix.shape[1])
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index.add(embeddings_matrix)
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# CSS стили для заднего фона
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background_image = """
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<style>
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background-size: cover;
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background-position: center;
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background-repeat: no-repeat;
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color: blue;
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}
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</style>
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"""
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# Вставляем CSS стили в приложение Streamlit
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st.markdown(background_image, unsafe_allow_html=True)
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# Вставляем CSS стили для окошка с прозрачным фоном
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transparent_title = """
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<style>
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.transparent-title {
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padding: 10px;
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border-radius: 5px;
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box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
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color: blue;
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}
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</style>
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"""
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padding: 10px;
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border-radius: 5px;
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box-shadow: 0px 0px 10px rgba(0, 0, 0, 0.1);
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}
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</style>
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"""
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num_results = st.number_input('Количество результатов:', min_value=1, max_value=20, value=3)
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recommend_button = st.button('Получить рекомендации')
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if text and recommend_button: # Check if the user entered text and clicked the button
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# Embed the query and search for nearest vectors using Faiss
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st.write(e)
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with col2:
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# Выводим информацию о книге на прозрачном фоне
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st.markdown(f"""
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<div class="transparent-box">
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<p><b>Название книги:</b> {books['title'][i]}</p>
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<p><b>Автор:</b> {books['author'][i]}</p>
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<p><b>Описание:</b>{books['annotation'][i]}")
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<p><b>Оценка сходства:</b> {similarity_percent:.2f}%</p>
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</div>
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""", unsafe_allow_html=True)
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st.write("---")
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