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import openai | |
import os | |
openai.api_key = os.environ.get("OPENAI_API_KEY") | |
class Conversation: | |
def __init__(self, prompt, num_of_round): | |
self.prompt = prompt | |
self.num_of_round = num_of_round | |
self.messages = [] | |
self.messages.append({"role": "system", "content": self.prompt}) | |
def ask(self, question): | |
try: | |
self.messages.append({"role": "user", "content": question}) | |
response = openai.ChatCompletion.create( | |
model="gpt-3.5-turbo", | |
messages=self.messages, | |
temperature=0.5, | |
max_tokens=2048, | |
top_p=1, | |
) | |
except Exception as e: | |
print(e) | |
return e | |
message = response["choices"][0]["message"]["content"] | |
self.messages.append({"role": "assistant", "content": message}) | |
if len(self.messages) > self.num_of_round*2 + 1: | |
del self.messages[1:3] # Remove the first round conversation left. | |
return message | |
import gradio as gr | |
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: | |
1. 你的回答必须是中文 | |
2. 回答限制在100个字以内""" | |
conv = Conversation(prompt, 10) | |
def answer(question, history=[]): | |
history.append(question) | |
response = conv.ask(question) | |
history.append(response) | |
responses = [(u,b) for u,b in zip(history[::2], history[1::2])] | |
return responses, history | |
with gr.Blocks(css="#chatbot{height:300px} .overflow-y-auto{height:500px}") as demo: | |
chatbot = gr.Chatbot(elem_id="chatbot") | |
state = gr.State([]) | |
with gr.Row(): | |
txt = gr.Textbox(show_label=False, placeholder="Enter text and press enter").style(container=False) | |
txt.submit(answer, [txt, state], [chatbot, state]) | |
# demo.launch(share=True) | |
demo.launch() |