Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
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@@ -52,52 +52,456 @@ system_prompt = """
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Ответственную организацию в таблице указывай актуальную для региона, который пользователь указал в запросе
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"""
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# === Функция получения ответа ===
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def get_facts(user_question: str) -> str:
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try:
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if not user_question.strip():
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return "Ошибка: пожалуйста, введите ваш запрос."
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storage_context = StorageContext.from_defaults(persist_dir="./storage")
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index = load_index_from_storage(storage_context)
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retriever = index.as_retriever(similarity_top_k=4)
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nodes = retriever.retrieve(user_question)
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context = "\n\n".join([node.get_content() for node in nodes]) if nodes else "Не найдено релевантных документов."
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full_system_prompt =
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messages = [
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ChatMessage(role="system", content=full_system_prompt),
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ChatMessage(role="user", content="Пользовательский запрос: " + user_question)
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]
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-
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response = Settings.llm.chat(messages)
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return response.message.content
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except Exception as e:
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return f"
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| 52 |
Ответственную организацию в таблице указывай актуальную для региона, который пользователь указал в запросе
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"""
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| 54 |
|
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| 55 |
def get_facts(user_question: str) -> str:
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"""
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Возвращает ответ (строку) по запросу пользователя.
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Пытается использовать llama_index, если доступен; иначе возвращает понятное сообщение.
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"""
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try:
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if not user_question or not user_question.strip():
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return "Ошибка: пожалуйста, введите ваш запрос."
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+
if not LLM_AVAILABLE:
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return ("Ошибка при обработке запроса: библиотека llama_index или зависимости не установлены "
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"в окружении сервера. Интерфейс запущен, но LLM-вызовы недоступны.\n\n"
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"Чтобы включить LLM, установите необходимые библиотеки и наполните ./storage индексом. "
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"Подробности в README вашего проекта.")
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# Если мы здесь — llama_index доступен
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storage_context = StorageContext.from_defaults(persist_dir="./storage")
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index = load_index_from_storage(storage_context)
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retriever = index.as_retriever(similarity_top_k=4)
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nodes = retriever.retrieve(user_question)
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context = "\n\n".join([node.get_content() for node in nodes]) if nodes else "Не найдено релевантных документов."
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full_system_prompt = SYSTEM_PROMPT + f"\n\nКонтекст:\n{context}"
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messages = [
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ChatMessage(role="system", content=full_system_prompt),
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ChatMessage(role="user", content="Пользовательский запрос: " + user_question)
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]
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+
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response = Settings.llm.chat(messages)
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return response.message.content
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except Exception as e:
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return f"Ошибка при попытке обработать запрос (проверьте зависимости и наличие индекса в ./storage):\n{str(e)}"
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+
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# === Gradio UI ===
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# Custom CSS adapted from your template to 'skin' Gradio
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CUSTOM_CSS = r"""
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/* Reset Gradio containers to use full layout similar to your template */
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.gradio-container {
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padding: 0 !important;
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margin: 0 !important;
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height: 100vh;
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display: flex;
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flex-direction: row;
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background: #ffffff;
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font-family: Arial, Helvetica, sans-serif;
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}
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/* Sidebar */
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.sidebar {
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width: 280px;
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background: #f8f9fb;
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border-right: 1px solid #ececec;
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padding: 20px;
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box-sizing: border-box;
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overflow: auto;
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}
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.aside-controls { display:flex; justify-content:space-between; align-items:center; margin-bottom:12px; }
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.aside_img { width:22px; height:22px; opacity:0.9; }
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.search { width:100%; padding:8px; border-radius:6px; border:1px solid #ddd; box-sizing:border-box; margin-bottom:12px; }
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.scroll_container { margin-top: 6px; }
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/* Main area */
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.main {
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flex: 1;
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padding: 20px;
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position: relative;
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overflow: auto;
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}
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.header {
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display:flex;
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justify-content:space-between;
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align-items:center;
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margin-bottom: 6px;
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}
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.logo { height:36px; }
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.header_img { width:28px; opacity:0.85; }
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/* Chat area — keep centered and relatively positioned */
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.chat_area {
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width: 100%;
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max-width: 1100px;
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margin: 12px auto;
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position: relative;
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}
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/* Bubble styles */
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.chat_bubble {
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display: block;
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padding: 12px 16px;
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border-radius: 12px;
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margin: 8px 0;
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max-width: 70%;
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box-shadow: 0 1px 4px rgba(0,0,0,0.04);
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word-break: break-word;
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white-space: pre-wrap;
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}
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/* Assistant (left) */
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.chat_bubble.assistant {
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background: #f1f5f9;
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margin-right: auto;
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margin-left: 0;
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border-top-left-radius: 6px;
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}
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/* User (right) */
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.chat_bubble.user {
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background: #dbeafe;
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margin-left: auto;
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margin-right: 0;
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border-top-right-radius: 6px;
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text-align: right;
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}
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/* Input area sticky to bottom-ish */
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.input_area {
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position: sticky;
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bottom: 10px;
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display: flex;
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justify-content: flex-end;
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align-items: center;
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gap: 8px;
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margin-top: 12px;
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}
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/* Textarea like your template */
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#prompt_field {
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width: 60%;
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min-height: 100px;
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resize: vertical;
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border-radius: 8px;
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border: 1px solid #e6e6e6;
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padding: 12px;
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box-sizing: border-box;
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font-size: 14px;
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}
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/* Submit button image-like */
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#submit_prompt {
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background: transparent;
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border: none;
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cursor: pointer;
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width: 44px;
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height: 44px;
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display:flex;
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align-items:center;
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justify-content:center;
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}
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#submit_prompt img { width: 28px; height:28px; }
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/* Small responsive tweaks */
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| 209 |
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@media (max-width: 900px) {
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.sidebar { display: none; }
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| 211 |
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#prompt_field { width: 80%; }
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.chat_bubble { max-width: 88%; }
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}
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"""
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# Inline simple SVG icons as data-urls to avoid external assets (small placeholders)
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ICON_SUBMIT_SVG = """data:image/svg+xml;utf8,
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<svg xmlns='http://www.w3.org/2000/svg' width='24' height='24' fill='none' stroke='%230066ff' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'>
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<path d='M22 2L11 13'></path><path d='M22 2l-7 20-4-9-9-4 20-7z'></path>
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| 220 |
+
</svg>
|
| 221 |
+
"""
|
| 222 |
+
|
| 223 |
+
ICON_MENU_SVG = """data:image/svg+xml;utf8,
|
| 224 |
+
<svg xmlns='http://www.w3.org/2000/svg' width='24' height='24' fill='none' stroke='%23000' stroke-width='2' stroke-linecap='round' stroke-linejoin='round'>
|
| 225 |
+
<path d='M3 6h18M3 12h18M3 18h18'/>
|
| 226 |
+
</svg>
|
| 227 |
+
"""
|
| 228 |
+
|
| 229 |
+
ICON_LOGO_SVG = """data:image/svg+xml;utf8,
|
| 230 |
+
<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 100 30'>
|
| 231 |
+
<rect width='100' height='30' rx='4' fill='%230066ff'/>
|
| 232 |
+
<text x='50' y='20' font-family='Arial' font-size='12' fill='white' text-anchor='middle'>КП</text>
|
| 233 |
+
</svg>
|
| 234 |
+
"""
|
| 235 |
+
|
| 236 |
+
# === Build the Gradio Blocks UI ===
|
| 237 |
+
with gr.Blocks(css=CUSTOM_CSS, title="Карбоновые Полигоны — Адаптация") as demo:
|
| 238 |
+
# top-level grid: two columns -> sidebar + main
|
| 239 |
+
with gr.Row(elem_classes="root_row", equal_height=False):
|
| 240 |
+
with gr.Column(scale=1, min_width=280):
|
| 241 |
+
# Sidebar (HTML structure based on your blade)
|
| 242 |
+
sidebar_html = f"""
|
| 243 |
+
<div class="sidebar">
|
| 244 |
+
<div class="aside-controls">
|
| 245 |
+
<img class="aside_img" src="{ICON_MENU_SVG}" alt="menu">
|
| 246 |
+
<div style="display:flex; gap:8px;">
|
| 247 |
+
<img class="aside_img" src="{ICON_MENU_SVG}" alt="bin">
|
| 248 |
+
<img class="aside_img" src="{ICON_MENU_SVG}" alt="chat">
|
| 249 |
+
</div>
|
| 250 |
+
</div>
|
| 251 |
+
|
| 252 |
+
<input type="search" class="search" placeholder="Поиск..." />
|
| 253 |
+
|
| 254 |
+
<div class="scroll_container">
|
| 255 |
+
<h4 style="margin:8px 0 4px 0; color:#333;">17 сентября</h4>
|
| 256 |
+
<div class="fade_text"><p class="m-0">План мероприятий для предотвращения пожаров</p></div>
|
| 257 |
+
|
| 258 |
+
<h4 style="margin:12px 0 4px 0; color:#333;">15 сентября</h4>
|
| 259 |
+
<div class="fade_text"><p class="m-0">Оценка опасности подъема уровня выбросов</p></div>
|
| 260 |
+
|
| 261 |
+
<h4 style="margin:12px 0 4px 0; color:#333;">7 сентября</h4>
|
| 262 |
+
<div class="fade_text"><p class="m-0">Построение адаптивных мероприятий для павод</p></div>
|
| 263 |
+
</div>
|
| 264 |
+
|
| 265 |
+
<div style="margin-top:20px; display:flex; justify-content:center;">
|
| 266 |
+
<button style="padding:10px 20px; border-radius:8px; border:1px solid #e6e6e6; background:#fff;">Помощь</button>
|
| 267 |
+
</div>
|
| 268 |
+
</div>
|
| 269 |
+
"""
|
| 270 |
+
gr.HTML(sidebar_html)
|
| 271 |
+
|
| 272 |
+
with gr.Column(scale=3):
|
| 273 |
+
# Header
|
| 274 |
+
header_html = f"""
|
| 275 |
+
<div class="header">
|
| 276 |
+
<img class="logo" src="{ICON_LOGO_SVG}" alt="Лого">
|
| 277 |
+
<div style="display:flex; gap:12px; align-items:center;">
|
| 278 |
+
<img class="header_img" src="{ICON_MENU_SVG}" alt="menu">
|
| 279 |
+
<img class="header_img" src="{ICON_MENU_SVG}" alt="account">
|
| 280 |
+
</div>
|
| 281 |
+
</div>
|
| 282 |
+
"""
|
| 283 |
+
gr.HTML(header_html)
|
| 284 |
+
|
| 285 |
+
# Chat area (we will manage history with gr.State and render as HTML)
|
| 286 |
+
chat_container = gr.HTML("<div class='chat_area' id='chat_area'></div>")
|
| 287 |
+
|
| 288 |
+
# Hidden state to store history: list of (role, text)
|
| 289 |
+
history_state = gr.State([])
|
| 290 |
+
|
| 291 |
+
# Input area: we render as HTML but use Gradio components for programmatic submit
|
| 292 |
+
# We'll use a hidden Textbox 'hidden_input' to trigger server function,
|
| 293 |
+
# but visually the user interacts with textarea in HTML and JS.
|
| 294 |
+
hidden_input = gr.Textbox(visible=False)
|
| 295 |
+
hidden_output = gr.Textbox(visible=False) # will carry the assistant markdown/answer
|
| 296 |
+
|
| 297 |
+
# Render input HTML (textarea + send button). Use IDs for JS to hook into.
|
| 298 |
+
input_html = f"""
|
| 299 |
+
<div class="input_area" style="width:100%; margin-top:12px;">
|
| 300 |
+
<textarea id="prompt_field" placeholder="Введите запрос" ></textarea>
|
| 301 |
+
<button id="submit_prompt" title="Отправить"><img src="{ICON_SUBMIT_SVG}" alt="send"></button>
|
| 302 |
+
</div>
|
| 303 |
+
"""
|
| 304 |
+
gr.HTML(input_html)
|
| 305 |
+
|
| 306 |
+
# Invisible "status" area
|
| 307 |
+
status = gr.HTML("<div id='status' style='display:none'></div>")
|
| 308 |
+
|
| 309 |
+
# Define function to be called by Gradio when hidden_input changes:
|
| 310 |
+
def server_handle(prompt, history):
|
| 311 |
+
"""
|
| 312 |
+
This function is invoked on submit; it receives the latest prompt (string)
|
| 313 |
+
and history (list of [role, text]) from gr.State, calls get_facts, and returns
|
| 314 |
+
new history plus assistant's reply.
|
| 315 |
+
"""
|
| 316 |
+
prompt = (prompt or "").strip()
|
| 317 |
+
if not prompt:
|
| 318 |
+
return history, "Ошибка: пустой запрос."
|
| 319 |
+
|
| 320 |
+
# Append user message to history
|
| 321 |
+
history = list(history) # make a copy
|
| 322 |
+
history.append(("user", prompt))
|
| 323 |
+
|
| 324 |
+
# Call get_facts (synchronous)
|
| 325 |
+
answer = get_facts(prompt)
|
| 326 |
+
|
| 327 |
+
# Append assistant reply
|
| 328 |
+
history.append(("assistant", answer))
|
| 329 |
+
|
| 330 |
+
# Return updated history and assistant text
|
| 331 |
+
return history, answer
|
| 332 |
+
|
| 333 |
+
# Wire up the hidden_input -> server_handle outputs:
|
| 334 |
+
# We'll connect hidden_input (value) and history_state to server_handle and update history_state and hidden_output
|
| 335 |
+
hidden_input.change(fn=server_handle, inputs=[hidden_input, history_state], outputs=[history_state, hidden_output])
|
| 336 |
+
|
| 337 |
+
# Client-side JS to:
|
| 338 |
+
# - read textarea
|
| 339 |
+
# - push text to chat_area as user bubble
|
| 340 |
+
# - set hidden_input.value and trigger change (this causes Gradio to call server_handle)
|
| 341 |
+
# - when hidden_output updates, append assistant bubble
|
| 342 |
+
# The script will listen for Events from Gradio to know when hidden_output changes.
|
| 343 |
+
client_js = """
|
| 344 |
+
<script>
|
| 345 |
+
(function() {
|
| 346 |
+
// helper to escape HTML
|
| 347 |
+
function escapeHtml(unsafe) {
|
| 348 |
+
return unsafe
|
| 349 |
+
.replace(/&/g, "&")
|
| 350 |
+
.replace(/</g, "<")
|
| 351 |
+
.replace(/>/g, ">")
|
| 352 |
+
.replace(/"/g, """)
|
| 353 |
+
.replace(/'/g, "'");
|
| 354 |
+
}
|
| 355 |
+
|
| 356 |
+
const promptField = document.getElementById('prompt_field');
|
| 357 |
+
const submitBtn = document.getElementById('submit_prompt');
|
| 358 |
+
const chatArea = document.getElementById('chat_area');
|
| 359 |
+
|
| 360 |
+
// Gradio inputs we will use
|
| 361 |
+
const hiddenInput = document.querySelector('textarea[id^="component-"][style*="display: none"]')
|
| 362 |
+
|| document.querySelector('textarea[aria-hidden="true"]')
|
| 363 |
+
|| document.querySelector('textarea[style*="display:none"]');
|
| 364 |
+
|
| 365 |
+
// Better approach: find the hidden textbox by checking gradio components exposed in window
|
| 366 |
+
// We'll fallback to locating by name later.
|
| 367 |
+
function findHiddenInput() {
|
| 368 |
+
const textareas = document.querySelectorAll('textarea');
|
| 369 |
+
for (const t of textareas) {
|
| 370 |
+
// hidden ones often have style display:none or aria-hidden true or small size
|
| 371 |
+
if (t.style.display === 'none' || t.getAttribute('aria-hidden') === 'true' || t.offsetParent === null) {
|
| 372 |
+
return t;
|
| 373 |
+
}
|
| 374 |
+
}
|
| 375 |
+
// fallback: choose last textarea on page that is not prompt_field
|
| 376 |
+
const alt = Array.from(textareas).filter(t => t.id !== 'prompt_field').pop();
|
| 377 |
+
return alt;
|
| 378 |
+
}
|
| 379 |
+
|
| 380 |
+
// Find gradio hidden input and hidden output by probing known component order
|
| 381 |
+
// We'll search for textboxes that are not our prompt_field and not visible
|
| 382 |
+
let hiddenInputs = Array.from(document.querySelectorAll('textarea')).filter(t => t.id !== 'prompt_field');
|
| 383 |
+
let hiddenInputEl = null;
|
| 384 |
+
for (const t of hiddenInputs) {
|
| 385 |
+
if (t.style.display === 'none' || t.getAttribute('aria-hidden') === 'true' || t.offsetParent === null) {
|
| 386 |
+
hiddenInputEl = t; break;
|
| 387 |
+
}
|
| 388 |
+
}
|
| 389 |
+
if (!hiddenInputEl) {
|
| 390 |
+
hiddenInputEl = findHiddenInput();
|
| 391 |
+
}
|
| 392 |
+
|
| 393 |
+
// For hidden output (assistant answer), we look for input elements that change after submit
|
| 394 |
+
// We'll find all inputs and rely on Gradio change events to reflect server output.
|
| 395 |
+
|
| 396 |
+
// Helper to append bubble
|
| 397 |
+
function appendBubble(role, text) {
|
| 398 |
+
const bubble = document.createElement('div');
|
| 399 |
+
bubble.classList.add('chat_bubble');
|
| 400 |
+
bubble.classList.add(role === 'user' ? 'user' : 'assistant');
|
| 401 |
+
bubble.innerText = text;
|
| 402 |
+
chatArea.appendChild(bubble);
|
| 403 |
+
// scroll into view
|
| 404 |
+
bubble.scrollIntoView({behavior: 'smooth', block: 'end'});
|
| 405 |
+
}
|
| 406 |
+
|
| 407 |
+
// When user clicks send:
|
| 408 |
+
submitBtn.addEventListener('click', async function(e) {
|
| 409 |
+
e.preventDefault();
|
| 410 |
+
const value = promptField.value.trim();
|
| 411 |
+
if (!value) return;
|
| 412 |
+
// Add user bubble immediately
|
| 413 |
+
appendBubble('user', value);
|
| 414 |
+
|
| 415 |
+
// disable input while waiting
|
| 416 |
+
submitBtn.disabled = true;
|
| 417 |
+
promptField.disabled = true;
|
| 418 |
+
|
| 419 |
+
// Now set the hidden gradio textbox value and dispatch 'input' event to trigger change
|
| 420 |
+
try {
|
| 421 |
+
// best-effort set value on hidden component gradio uses
|
| 422 |
+
if (!hiddenInputEl) {
|
| 423 |
+
hiddenInputEl = findHiddenInput();
|
| 424 |
+
}
|
| 425 |
+
if (hiddenInputEl) {
|
| 426 |
+
hiddenInputEl.value = value;
|
| 427 |
+
hiddenInputEl.dispatchEvent(new Event('input', { bubbles: true }));
|
| 428 |
+
hiddenInputEl.dispatchEvent(new Event('change', { bubbles: true }));
|
| 429 |
+
} else {
|
| 430 |
+
console.warn('Hidden Gradio input not found; attempting fetch fallback.');
|
| 431 |
+
// fallback: call the server endpoint /run/predict directly via fetch to Gradio internals
|
| 432 |
+
// But direct fetch to Gradio internals is version-dependent; so we avoid that here.
|
| 433 |
+
}
|
| 434 |
+
} catch (err) {
|
| 435 |
+
console.error('Failed to set hidden input:', err);
|
| 436 |
+
}
|
| 437 |
+
|
| 438 |
+
// Now wait for the hidden_output to be updated by Gradio.
|
| 439 |
+
// We'll listen for DOMSubtreeModified events on document and look for changes in textareas (the hidden output one).
|
| 440 |
+
// Simpler approach: poll for changes in history via Gradio state container: find any visible textbox that receives assistant text.
|
| 441 |
+
// We'll poll last textareas for changed value; timeout after 30s.
|
| 442 |
+
|
| 443 |
+
let assistantText = null;
|
| 444 |
+
const start = Date.now();
|
| 445 |
+
const timeoutMs = 30000;
|
| 446 |
+
|
| 447 |
+
while (Date.now() - start < timeoutMs) {
|
| 448 |
+
// Look for any textarea that is not prompt_field and has some content (assistant)
|
| 449 |
+
const candidates = Array.from(document.querySelectorAll('textarea')).filter(t => t.id !== 'prompt_field');
|
| 450 |
+
let val = null;
|
| 451 |
+
for (const c of candidates.reverse()) {
|
| 452 |
+
if (c.value && c.value.trim().length > 0) {
|
| 453 |
+
val = c.value;
|
| 454 |
+
break;
|
| 455 |
+
}
|
| 456 |
+
}
|
| 457 |
+
if (val && val !== value) { // not the same as user prompt
|
| 458 |
+
assistantText = val;
|
| 459 |
+
break;
|
| 460 |
+
}
|
| 461 |
+
// also check for inputs (type=text)
|
| 462 |
+
const inputs = Array.from(document.querySelectorAll('input[type="text"]'));
|
| 463 |
+
for (const inp of inputs.reverse()) {
|
| 464 |
+
if (inp.value && inp.value.trim().length > 0 && inp.value.trim() !== value) {
|
| 465 |
+
assistantText = inp.value;
|
| 466 |
+
break;
|
| 467 |
+
}
|
| 468 |
+
}
|
| 469 |
+
if (assistantText) break;
|
| 470 |
+
await new Promise(r => setTimeout(r, 300)); // sleep 300ms
|
| 471 |
+
}
|
| 472 |
+
|
| 473 |
+
if (!assistantText) {
|
| 474 |
+
// If we didn't catch assistant text via polling, show a fallback message
|
| 475 |
+
appendBubble('assistant', 'Ответ не получен (возможны проблемы с сервером LLM или с интеграцией скрытого поля).');
|
| 476 |
+
} else {
|
| 477 |
+
appendBubble('assistant', assistantText);
|
| 478 |
+
// Clear the hidden textareas so future polling won't pick them up
|
| 479 |
+
try {
|
| 480 |
+
const used = Array.from(document.querySelectorAll('textarea')).filter(t => t.id !== 'prompt_field');
|
| 481 |
+
for (const u of used) {
|
| 482 |
+
u.value = '';
|
| 483 |
+
u.dispatchEvent(new Event('input', { bubbles: true }));
|
| 484 |
+
}
|
| 485 |
+
} catch(e){}
|
| 486 |
+
}
|
| 487 |
+
|
| 488 |
+
// re-enable
|
| 489 |
+
submitBtn.disabled = false;
|
| 490 |
+
promptField.disabled = false;
|
| 491 |
+
promptField.value = '';
|
| 492 |
+
});
|
| 493 |
+
|
| 494 |
+
// Submit on Ctrl+Enter
|
| 495 |
+
promptField.addEventListener('keydown', function(e) {
|
| 496 |
+
if (e.key === 'Enter' && (e.ctrlKey || e.metaKey)) {
|
| 497 |
+
submitBtn.click();
|
| 498 |
+
}
|
| 499 |
+
});
|
| 500 |
+
|
| 501 |
+
})();
|
| 502 |
+
</script>
|
| 503 |
+
"""
|
| 504 |
+
gr.HTML(client_js)
|
| 505 |
+
|
| 506 |
+
# Launch with server_name and debug off by default
|
| 507 |
+
demo.launch(server_name="127.0.0.1", server_port=7860, share=False)
|