Update app.py
Browse files
app.py
CHANGED
|
@@ -1,149 +1,77 @@
|
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
-
import
|
| 3 |
-
import g4f
|
| 4 |
|
| 5 |
-
|
| 6 |
-
AVAILABLE_MODELS = [
|
| 7 |
-
"gpt-3.5-turbo",
|
| 8 |
-
"gpt-4",
|
| 9 |
-
"claude-3-opus",
|
| 10 |
-
"llama-2-70b",
|
| 11 |
-
"mixtral-8x7b"
|
| 12 |
-
]
|
| 13 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
|
| 15 |
-
def generate_with_model(model_name, prompt):
|
| 16 |
try:
|
| 17 |
-
response =
|
| 18 |
-
model=
|
| 19 |
-
messages=
|
| 20 |
)
|
| 21 |
-
|
| 22 |
except Exception as e:
|
| 23 |
-
|
| 24 |
-
def generate_response(prompt, selected_model):
|
| 25 |
-
"""Генерация ответа выбранной моделью"""
|
| 26 |
-
if not prompt:
|
| 27 |
-
return "Введите запрос для генерации"
|
| 28 |
-
|
| 29 |
-
# Здесь будет реальная интеграция с g4f
|
| 30 |
-
# response = g4f.ChatCompletion.create(
|
| 31 |
-
# model=selected_model,
|
| 32 |
-
# messages=[{"role": "user", "content": prompt}]
|
| 33 |
-
# )
|
| 34 |
-
|
| 35 |
-
# Заглушка для демонстрации
|
| 36 |
-
response = generate_with_model(selected_model, prompt)
|
| 37 |
-
return response
|
| 38 |
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
return "", "", "", ""
|
| 42 |
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
response = generate_with_model(random_model, prompt)
|
| 47 |
-
return random_model, response, response, ""
|
| 48 |
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
return "Пожалуйста, выберите какой ответ лучше"
|
| 53 |
-
return f"Спасибо за оценку! Вы выбрали: {vote}"
|
| 54 |
|
| 55 |
-
with gr.Blocks(theme=gr.themes.Soft()) as demo:
|
| 56 |
-
gr.Markdown("# 🧠 Сравнение языковых моделей")
|
| 57 |
-
gr.Markdown("Тестируйте разные модели и оценивайте качество ответов!")
|
| 58 |
-
|
| 59 |
with gr.Row():
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
prompt_input = gr.Textbox(
|
| 67 |
-
label="Введите ваш запрос",
|
| 68 |
-
placeholder="Напишите здесь ваш вопрос или промпт...",
|
| 69 |
-
lines=3
|
| 70 |
-
)
|
| 71 |
-
|
| 72 |
-
with gr.Row():
|
| 73 |
-
clear_btn = gr.Button("🧹 Очистить", variant="secondary")
|
| 74 |
-
skip_btn = gr.Button("⏭️ Пропустить", variant="secondary")
|
| 75 |
-
random_btn = gr.Button("🎲 Случайная модель", variant="primary")
|
| 76 |
-
generate_btn = gr.Button("🚀 Сгенерировать", variant="primary")
|
| 77 |
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
lines=6
|
| 83 |
-
)
|
| 84 |
-
|
| 85 |
-
with gr.Row():
|
| 86 |
-
response1_eval = gr.Textbox(
|
| 87 |
-
label="Ответ для оценки 1",
|
| 88 |
-
interactive=False,
|
| 89 |
-
lines=3
|
| 90 |
-
)
|
| 91 |
-
response2_eval = gr.Textbox(
|
| 92 |
-
label="Ответ для оценки 2",
|
| 93 |
-
interactive=False,
|
| 94 |
-
lines=3
|
| 95 |
-
)
|
| 96 |
-
|
| 97 |
-
vote_radio = gr.Radio(
|
| 98 |
-
choices=["Ответ 1 лучше", "Ответ 2 лучше", "Оба хороши", "Оба плохи"],
|
| 99 |
-
label="Какой ответ лучше?",
|
| 100 |
-
interactive=True
|
| 101 |
-
)
|
| 102 |
-
|
| 103 |
-
vote_btn = gr.Button("📊 Оценить ответы", variant="primary")
|
| 104 |
-
vote_result = gr.Textbox(
|
| 105 |
-
label="Результат оценки",
|
| 106 |
-
interactive=False
|
| 107 |
-
)
|
| 108 |
|
| 109 |
-
#
|
| 110 |
-
|
| 111 |
-
|
| 112 |
-
|
| 113 |
-
|
| 114 |
-
|
| 115 |
-
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
|
| 119 |
-
)
|
| 120 |
-
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
|
| 125 |
-
)
|
| 126 |
-
|
| 127 |
-
skip_btn.click(
|
| 128 |
-
lambda: [gr.skip(), gr.skip()],
|
| 129 |
-
outputs=[response1_eval, response2_eval]
|
| 130 |
-
)
|
| 131 |
-
|
| 132 |
-
vote_btn.click(
|
| 133 |
-
fn=vote_for_best,
|
| 134 |
-
inputs=[response1_eval, response2_eval, vote_radio],
|
| 135 |
-
outputs=vote_result
|
| 136 |
-
)
|
| 137 |
|
| 138 |
-
|
| 139 |
-
gr.Markdown("""
|
| 140 |
-
## Как использовать:
|
| 141 |
-
1. Выберите модель из списка или используйте случайную
|
| 142 |
-
2. Введите ваш запрос
|
| 143 |
-
3. Нажмите "Сгенерировать" для получения ответа
|
| 144 |
-
4. Сравните два ответа и оцените какой лучше
|
| 145 |
-
5. Ваши оценки помогут улучшить систему!
|
| 146 |
-
""")
|
| 147 |
|
| 148 |
-
#
|
| 149 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# app.py
|
| 2 |
import gradio as gr
|
| 3 |
+
from g4f.client import Client
|
|
|
|
| 4 |
|
| 5 |
+
client = Client()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 6 |
|
| 7 |
+
# --- Обработчик диалога ---
|
| 8 |
+
def respond(message, history):
|
| 9 |
+
# Добавляем системное сообщение только при старте истории
|
| 10 |
+
messages = [{"role": "system", "content": ""}]
|
| 11 |
+
|
| 12 |
+
for human, assistant in history:
|
| 13 |
+
messages.append({"role": "user", "content": human})
|
| 14 |
+
messages.append({"role": "assistant", "content": assistant})
|
| 15 |
+
|
| 16 |
+
messages.append({"role": "user", "content": message})
|
| 17 |
|
|
|
|
| 18 |
try:
|
| 19 |
+
response = client.chat.completions.create(
|
| 20 |
+
model="gpt-4",
|
| 21 |
+
messages=messages
|
| 22 |
)
|
| 23 |
+
bot_message = response.choices[0].message.content
|
| 24 |
except Exception as e:
|
| 25 |
+
bot_message = f"Ошибка: {str(e)}"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
|
| 27 |
+
# Возвращаем обновлённую историю + новый ответ
|
| 28 |
+
return history + [[message, bot_message]]
|
|
|
|
| 29 |
|
| 30 |
+
# --- Интерфейс ---
|
| 31 |
+
with gr.Blocks(title="ESP Brain") as demo:
|
| 32 |
+
gr.Markdown("## For api")
|
|
|
|
|
|
|
| 33 |
|
| 34 |
+
chatbot = gr.Chatbot(
|
| 35 |
+
height=600,
|
| 36 |
+
)
|
|
|
|
|
|
|
| 37 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 38 |
with gr.Row():
|
| 39 |
+
txt = gr.Textbox(
|
| 40 |
+
placeholder="Напиши сообщение...",
|
| 41 |
+
show_label=False,
|
| 42 |
+
scale=8
|
| 43 |
+
)
|
| 44 |
+
submit_btn = gr.Button("Отправить", scale=2)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 45 |
|
| 46 |
+
with gr.Row():
|
| 47 |
+
retry_btn = gr.Button("🔄 Повторить")
|
| 48 |
+
undo_btn = gr.Button("↩️ Отменить")
|
| 49 |
+
clear_btn = gr.Button("🗑️ Очистить")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 50 |
|
| 51 |
+
# Логика
|
| 52 |
+
txt.submit(fn=respond, inputs=[txt, chatbot], outputs=chatbot)
|
| 53 |
+
submit_btn.click(fn=respond, inputs=[txt, chatbot], outputs=chatbot)
|
| 54 |
+
|
| 55 |
+
def retry_last(history):
|
| 56 |
+
if history:
|
| 57 |
+
last_user_msg = history[-1][0]
|
| 58 |
+
return history[:-1] + [[last_user_msg, None]] # очищаем ответ
|
| 59 |
+
return history
|
| 60 |
+
|
| 61 |
+
retry_btn.click(fn=retry_last, inputs=chatbot, outputs=chatbot, queue=False)
|
| 62 |
+
|
| 63 |
+
def undo_last(history):
|
| 64 |
+
return history[:-1]
|
| 65 |
+
|
| 66 |
+
undo_btn.click(fn=undo_last, inputs=chatbot, outputs=chatbot, queue=False)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 67 |
|
| 68 |
+
clear_btn.click(lambda: [], outputs=chatbot, queue=False)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 69 |
|
| 70 |
+
# --- Запуск ---
|
| 71 |
+
if __name__ == "__main__":
|
| 72 |
+
demo.queue()
|
| 73 |
+
demo.launch(
|
| 74 |
+
share=True,
|
| 75 |
+
ssr_mode=False,
|
| 76 |
+
debug=True
|
| 77 |
+
)
|