Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -7,14 +7,21 @@ generator = pipeline("text-generation", model="distilgpt2")
|
|
| 7 |
|
| 8 |
# Функция для ответа "чат-бота"
|
| 9 |
def chat(message, history):
|
| 10 |
-
# б
|
| 11 |
prompt = ""
|
| 12 |
-
for
|
| 13 |
-
|
|
|
|
|
|
|
| 14 |
prompt += f"User: {message}\nBot:"
|
| 15 |
|
| 16 |
-
#
|
| 17 |
-
result = generator(
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
reply = result[0]["generated_text"].split("Bot:")[-1].strip()
|
| 19 |
|
| 20 |
return reply
|
|
@@ -22,16 +29,17 @@ def chat(message, history):
|
|
| 22 |
# Интерфейс Gradio
|
| 23 |
with gr.Blocks() as demo:
|
| 24 |
gr.Markdown("## 🤖 Простой чат-бот на Hugging Face (distilgpt2)")
|
| 25 |
-
chatbot = gr.Chatbot()
|
| 26 |
msg = gr.Textbox(placeholder="Напиши сообщение и нажми Enter...")
|
| 27 |
|
| 28 |
def respond(message, chat_history):
|
| 29 |
bot_message = chat(message, chat_history)
|
| 30 |
-
chat_history.append(
|
|
|
|
| 31 |
return "", chat_history
|
| 32 |
|
| 33 |
msg.submit(respond, [msg, chatbot], [msg, chatbot])
|
| 34 |
|
| 35 |
-
# Запуск
|
| 36 |
if __name__ == "__main__":
|
| 37 |
-
demo.launch()
|
|
|
|
| 7 |
|
| 8 |
# Функция для ответа "чат-бота"
|
| 9 |
def chat(message, history):
|
| 10 |
+
# Собираем промпт из истории
|
| 11 |
prompt = ""
|
| 12 |
+
for msg in history:
|
| 13 |
+
role = msg["role"]
|
| 14 |
+
content = msg["content"]
|
| 15 |
+
prompt += f"{role}: {content}\n"
|
| 16 |
prompt += f"User: {message}\nBot:"
|
| 17 |
|
| 18 |
+
# Генерация ответа
|
| 19 |
+
result = generator(
|
| 20 |
+
prompt,
|
| 21 |
+
max_length=200,
|
| 22 |
+
num_return_sequences=1,
|
| 23 |
+
pad_token_id=50256,
|
| 24 |
+
)
|
| 25 |
reply = result[0]["generated_text"].split("Bot:")[-1].strip()
|
| 26 |
|
| 27 |
return reply
|
|
|
|
| 29 |
# Интерфейс Gradio
|
| 30 |
with gr.Blocks() as demo:
|
| 31 |
gr.Markdown("## 🤖 Простой чат-бот на Hugging Face (distilgpt2)")
|
| 32 |
+
chatbot = gr.Chatbot(type="messages")
|
| 33 |
msg = gr.Textbox(placeholder="Напиши сообщение и нажми Enter...")
|
| 34 |
|
| 35 |
def respond(message, chat_history):
|
| 36 |
bot_message = chat(message, chat_history)
|
| 37 |
+
chat_history.append({"role": "user", "content": message})
|
| 38 |
+
chat_history.append({"role": "assistant", "content": bot_message})
|
| 39 |
return "", chat_history
|
| 40 |
|
| 41 |
msg.submit(respond, [msg, chatbot], [msg, chatbot])
|
| 42 |
|
| 43 |
+
# Запуск
|
| 44 |
if __name__ == "__main__":
|
| 45 |
+
demo.launch()
|