Spaces:
Runtime error
Runtime error
Upload chatbot_Gradio.py
Browse files- chatbot_Gradio.py +59 -0
chatbot_Gradio.py
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os,openai
|
| 2 |
+
import gradio as gr
|
| 3 |
+
|
| 4 |
+
class Conversation:
|
| 5 |
+
def __init__(self,prompt,num_of_round):
|
| 6 |
+
self.prompt = prompt
|
| 7 |
+
self.num_of_round = num_of_round
|
| 8 |
+
self.message = []
|
| 9 |
+
self.message.append({'role':'system','content':self.prompt})
|
| 10 |
+
|
| 11 |
+
def ask(self,question):
|
| 12 |
+
try:
|
| 13 |
+
self.message.append({'role':'user','content':question})
|
| 14 |
+
response = openai.ChatCompletion.create(
|
| 15 |
+
model = 'gpt-3.5-turbo',
|
| 16 |
+
message=self.message,
|
| 17 |
+
temperature = 0.5,
|
| 18 |
+
max_tokens=2048,
|
| 19 |
+
top_p=1
|
| 20 |
+
)
|
| 21 |
+
|
| 22 |
+
except Exception as e:
|
| 23 |
+
print(e)
|
| 24 |
+
return e
|
| 25 |
+
|
| 26 |
+
message = response['choices'][0]['message']['content']
|
| 27 |
+
num_of_tokens = response['usage']['total_tokens']
|
| 28 |
+
self.message.append({'role':'assistant','content': message})
|
| 29 |
+
|
| 30 |
+
if len(self.message) > self.num_of_round *2-1:
|
| 31 |
+
del self.message[1:3]
|
| 32 |
+
return message,num_of_tokens
|
| 33 |
+
|
| 34 |
+
|
| 35 |
+
prompt = """你是一个中国厨师,用中文回答做菜的问题。你的回答需要满足以下要求:
|
| 36 |
+
1. 你的回答必须是中文
|
| 37 |
+
2. 回答限制在100个字以内"""
|
| 38 |
+
|
| 39 |
+
conv = Conversation(prompt,10)
|
| 40 |
+
|
| 41 |
+
def answer(question,history=[]):
|
| 42 |
+
history.append(question)
|
| 43 |
+
response = conv.ask(question)
|
| 44 |
+
history.append(response)
|
| 45 |
+
response = [(u,b) for u ,b in zip(history[::2],history[1::2])]
|
| 46 |
+
return response,history
|
| 47 |
+
|
| 48 |
+
with gr.Blocks(css='#chatbot{height:300px} .overflow-y-auto{height:500px}') as demo:
|
| 49 |
+
chatbot = gr.Chatbot(elem_id = 'chatbot')
|
| 50 |
+
state = gr.State([])
|
| 51 |
+
|
| 52 |
+
with gr.Row():
|
| 53 |
+
txt = gr.Textbox(show_label = False,placeholder = 'Enter text and press enter').style(container=False)
|
| 54 |
+
|
| 55 |
+
txt.submit(answer,[txt,state],[chatbot,state])
|
| 56 |
+
|
| 57 |
+
demo.launch()
|
| 58 |
+
|
| 59 |
+
|