Update src/streamlit_app.py
Browse files- src/streamlit_app.py +48 -29
src/streamlit_app.py
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import streamlit as st
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from transformers import pipeline
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#
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st.set_page_config(page_title="HiperAI", page_icon="
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st.title("HiperAI — Моя личная нейросеть")
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st.markdown("---")
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@st.cache_resource
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def load_model():
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return pipeline("text-generation", model="
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import streamlit as st
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from transformers import pipeline
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import torch
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# Настройка страницы
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st.set_page_config(page_title="HiperAI Pro", page_icon="🧠", layout="centered")
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# Кастомный CSS для красоты
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st.markdown("""
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<style>
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.main { background-color: #0e1117; }
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.stChatMessage { border-radius: 15px; padding: 10px; margin-bottom: 10px; }
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</style>
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""", unsafe_allow_input_with_html=True)
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st.title("🚀 HiperAI: Твой личный ИИ")
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# Загрузка модели (Qwen2.5 — одна из лучших маленьких моделей для русского языка)
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@st.cache_resource
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def load_model():
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model_id = "Qwen/Qwen2.5-1.5B-Instruct"
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return pipeline("text-generation", model=model_id, device_map="auto", torch_dtype="auto")
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generator = load_model()
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# Инициализация истории чата
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if "messages" not in st.session_state:
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st.session_state.messages = []
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# Отображение истории чата
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for message in st.session_state.messages:
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with st.chat_message(message["role"]):
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st.markdown(message["content"])
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# Поле ввода
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if prompt := st.chat_input("Спроси меня о чем угодно..."):
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# Добавляем сообщение пользователя в историю
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st.session_state.messages.append({"role": "user", "content": prompt})
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with st.chat_message("user"):
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st.markdown(prompt)
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# Ответ ИИ
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with st.chat_message("assistant"):
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with st.spinner("Думаю..."):
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# Формируем промпт для диалога
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messages = [{"role": "user", "content": prompt}]
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# Генерация
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output = generator(messages, max_new_tokens=512, do_sample=True, temperature=0.7)
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response = output[0]['generated_text'][-1]['content']
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st.markdown(response)
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st.session_state.messages.append({"role": "assistant", "content": response})
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