Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,113 +1,73 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
#
|
| 6 |
-
#
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
| 15 |
-
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
|
| 29 |
-
|
| 30 |
-
|
| 31 |
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
| 37 |
-
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
#
|
| 67 |
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
import os
|
| 75 |
-
import openai
|
| 76 |
-
# 设置网络代理
|
| 77 |
-
# os.environ["http_proxy"] = "http://127.0.0.1:1080"
|
| 78 |
-
# os.environ["https_proxy"] = "http://127.0.0.1:1080"
|
| 79 |
-
# os.environ["OPENAI_API_KEY"] = '你的api key'
|
| 80 |
-
os.environ["SERPAPI_API_KEY"] = '4f9b45ca814fa43f2b4268fcd07f55860760560b0ff7a5ff66f49e52d7d88ec2'
|
| 81 |
-
os.environ["OPENAI_API_KEY"] = "sk-NYsoG3VBKDiTuvdtC969F95aFc4f45379aD3854a93602327"
|
| 82 |
-
os.environ["OPENAI_BASE"] = "https://key.wenwen-ai.com/v1"
|
| 83 |
-
# openai.api_key = "sk-NYsoG3VBKDiTuvdtC969F95aFc4f45379aD3854a93602327"
|
| 84 |
-
# openai.api_base="https://key.wenwen-ai.com/v1"
|
| 85 |
-
from langchain.agents import load_tools
|
| 86 |
-
from langchain.agents import initialize_agent
|
| 87 |
-
from langchain.llms import OpenAI
|
| 88 |
-
from langchain.agents import AgentType
|
| 89 |
-
|
| 90 |
-
from langchain.agents import tool
|
| 91 |
-
from datetime import date
|
| 92 |
|
| 93 |
-
@tool
|
| 94 |
-
def time(text: str) -> str:
|
| 95 |
-
"""Returns todays date, use this for any \
|
| 96 |
-
questions related to knowing todays date. \
|
| 97 |
-
The input should always be an empty string, \
|
| 98 |
-
and this function will always return todays \
|
| 99 |
-
date - any date mathmatics should occur \
|
| 100 |
-
outside this function."""
|
| 101 |
-
return str(date.today())
|
| 102 |
|
| 103 |
-
# 加载 OpenAI 模型
|
| 104 |
-
llm = OpenAI(temperature=0,max_tokens=2048)
|
| 105 |
|
| 106 |
-
# 加载 serpapi 工具
|
| 107 |
-
tools = load_tools(["serpapi"])
|
| 108 |
|
| 109 |
-
# 工具加载后都需要初始化,verbose 参数为 True,会打印全部的执行详情
|
| 110 |
-
agent = initialize_agent(tools + [time], llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True)
|
| 111 |
|
| 112 |
-
# 运行 agent
|
| 113 |
-
agent.run("今天是几号? 今天微博的热搜话题有哪些?")
|
|
|
|
| 1 |
+
import openai
|
| 2 |
+
import os
|
| 3 |
+
import gradio as gr
|
| 4 |
+
|
| 5 |
+
# 设置 OpenAI API 密钥
|
| 6 |
+
# openai.api_key = "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"
|
| 7 |
+
openai.api_key = "sk-NYsoG3VBKDiTuvdtC969F95aFc4f45379aD3854a93602327"
|
| 8 |
+
openai.api_base="https://key.wenwen-ai.com/v1"
|
| 9 |
+
class Conversation:
|
| 10 |
+
def __init__(self, prompt, num_of_round):
|
| 11 |
+
self.prompt = prompt
|
| 12 |
+
self.num_of_round = num_of_round
|
| 13 |
+
self.messages = [{"role": "system", "content": self.prompt}]
|
| 14 |
+
|
| 15 |
+
def ask(self, question):
|
| 16 |
+
try:
|
| 17 |
+
self.messages.append({"role": "user", "content": question})
|
| 18 |
+
response = openai.ChatCompletion.create(
|
| 19 |
+
model="gpt-3.5-turbo",
|
| 20 |
+
messages=self.messages,
|
| 21 |
+
temperature=0.5,
|
| 22 |
+
max_tokens=2048,
|
| 23 |
+
top_p=1,
|
| 24 |
+
)
|
| 25 |
+
except Exception as e:
|
| 26 |
+
print(e)
|
| 27 |
+
return str(e)
|
| 28 |
|
| 29 |
+
message = response["choices"][0]["message"]["content"]
|
| 30 |
+
self.messages.append({"role": "assistant", "content": message})
|
| 31 |
|
| 32 |
+
if len(self.messages) > self.num_of_round * 2 + 1:
|
| 33 |
+
del self.messages[1:3] # 移除第一轮对话
|
| 34 |
+
return message
|
| 35 |
+
|
| 36 |
+
|
| 37 |
+
prompt = """你是一个大数据和AI领域的专家,用中文回答大数据和AI的相关问题。你的回答需要满足以下要求:
|
| 38 |
+
1. 你的回答必须是中文
|
| 39 |
+
2. 回答限制在100个字以内"""
|
| 40 |
+
conv = Conversation(prompt, 6)
|
| 41 |
+
def answer(question, history=[]):
|
| 42 |
+
history.append(question)
|
| 43 |
+
message = conv.ask(question)
|
| 44 |
+
history.append(message)
|
| 45 |
+
responses = [(u,b) for u,b in zip(history[::2], history[1::2])]
|
| 46 |
+
print(responses)
|
| 47 |
+
txt.update("")
|
| 48 |
+
return responses, history
|
| 49 |
+
def reset_user_input():
|
| 50 |
+
return gr.update(value='')
|
| 51 |
+
|
| 52 |
+
|
| 53 |
+
def reset_state():
|
| 54 |
+
return [], []
|
| 55 |
+
|
| 56 |
+
with gr.Blocks(css="#chatbot{height:300px} .overflow-y-auto{height:500px}") as rxbot:
|
| 57 |
+
chatbot = gr.Chatbot(elem_id="chatbot")
|
| 58 |
+
state = gr.State([])
|
| 59 |
+
with gr.Row():
|
| 60 |
+
txt = gr.Textbox(show_label=False, placeholder="请输入你的问题").style(container=False)
|
| 61 |
+
submit_btn = gr.Button("提交")
|
| 62 |
+
txt.submit(answer, [txt, state], [chatbot, state])
|
| 63 |
+
txt.submit(reset_user_input, [], [txt])
|
| 64 |
+
submit_btn.click(answer, [txt, state], [chatbot, state])
|
| 65 |
+
submit_btn.click(reset_user_input, [], [txt])
|
| 66 |
+
# clear = gr.ClearButton([txt, chatbot])
|
| 67 |
|
| 68 |
+
rxbot.launch(share=True)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 69 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 70 |
|
|
|
|
|
|
|
| 71 |
|
|
|
|
|
|
|
| 72 |
|
|
|
|
|
|
|
| 73 |
|
|
|
|
|
|