Update app.py

app.py

@@ -1,70 +1,112 @@
-import openai
-import os
-import gradio as gr
+# import openai
+# import os
+# import gradio as gr
 
-# 设置 OpenAI API 密钥
-# openai.api_key = "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"
-openai.api_key = "sk-NYsoG3VBKDiTuvdtC969F95aFc4f45379aD3854a93602327"
-openai.api_base="https://key.wenwen-ai.com/v1"
-class Conversation:
-    def __init__(self, prompt, num_of_round):
-        self.prompt = prompt
-        self.num_of_round = num_of_round
-        self.messages = [{"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 str(e)
+# # 设置 OpenAI API 密钥
+# # openai.api_key = "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"
+# openai.api_key = "sk-NYsoG3VBKDiTuvdtC969F95aFc4f45379aD3854a93602327"
+# openai.api_base="https://key.wenwen-ai.com/v1"
+# class Conversation:
+#     def __init__(self, prompt, num_of_round):
+#         self.prompt = prompt
+#         self.num_of_round = num_of_round
+#         self.messages = [{"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 str(e)
         
-        message = response["choices"][0]["message"]["content"]
-        self.messages.append({"role": "assistant", "content": message})
+#         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]  # 移除第一轮对话
-        return message
-
-
-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:
-1. 你的回答必须是中文
-2. 回答限制在100个字以内"""
-conv = Conversation(prompt, 6)
-def answer(question, history=[]):
-    history.append(question)
-    message = conv.ask(question)
-    history.append(message)
-    responses = [(u,b) for u,b in zip(history[::2], history[1::2])]
-    print(responses)
-    txt.update("")
-    return responses, history
-def reset_user_input():
-    return gr.update(value='')
-
-
-def reset_state():
-    return [], []
-
-with gr.Blocks(css="#chatbot{height:300px} .overflow-y-auto{height:500px}") as rxbot:
-    chatbot = gr.Chatbot(elem_id="chatbot")
-    state = gr.State([])
-    with gr.Row():
-        txt = gr.Textbox(show_label=False, placeholder="请输入你的问题").style(container=False)
-    submit_btn = gr.Button("提交")
-    txt.submit(answer, [txt, state], [chatbot, state])
-    txt.submit(reset_user_input, [], [txt])
-    submit_btn.click(answer, [txt, state], [chatbot, state])
-    submit_btn.click(reset_user_input, [], [txt])
-    # clear = gr.ClearButton([txt, chatbot])
+#         if len(self.messages) > self.num_of_round * 2 + 1:
+#             del self.messages[1:3]  # 移除第一轮对话
+#         return message
+
+
+# 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:
+# 1. 你的回答必须是中文
+# 2. 回答限制在100个字以内"""
+# conv = Conversation(prompt, 6)
+# def answer(question, history=[]):
+#     history.append(question)
+#     message = conv.ask(question)
+#     history.append(message)
+#     responses = [(u,b) for u,b in zip(history[::2], history[1::2])]
+#     print(responses)
+#     txt.update("")
+#     return responses, history
+# def reset_user_input():
+#     return gr.update(value='')
+
+
+# def reset_state():
+#     return [], []
+
+# with gr.Blocks(css="#chatbot{height:300px} .overflow-y-auto{height:500px}") as rxbot:
+#     chatbot = gr.Chatbot(elem_id="chatbot")
+#     state = gr.State([])
+#     with gr.Row():
+#         txt = gr.Textbox(show_label=False, placeholder="请输入你的问题").style(container=False)
+#     submit_btn = gr.Button("提交")
+#     txt.submit(answer, [txt, state], [chatbot, state])
+#     txt.submit(reset_user_input, [], [txt])
+#     submit_btn.click(answer, [txt, state], [chatbot, state])
+#     submit_btn.click(reset_user_input, [], [txt])
+#     # clear = gr.ClearButton([txt, chatbot])
     
-rxbot.launch(share=True)
+# rxbot.launch(share=True)
+
+
+
+
+
+import os
+import openai
+# 设置网络代理
+# os.environ["http_proxy"] = "http://127.0.0.1:1080"
+# os.environ["https_proxy"] = "http://127.0.0.1:1080"
+# os.environ["OPENAI_API_KEY"] = '你的api key'
+os.environ["SERPAPI_API_KEY"] = '4f9b45ca814fa43f2b4268fcd07f55860760560b0ff7a5ff66f49e52d7d88ec2'
+# os.environ["OPENAI_API_KEY"] = "sk-NYsoG3VBKDiTuvdtC969F95aFc4f45379aD3854a93602327"
+openai.api_key = "sk-NYsoG3VBKDiTuvdtC969F95aFc4f45379aD3854a93602327"
+openai.api_base="https://key.wenwen-ai.com/v1"
+from langchain.agents import load_tools
+from langchain.agents import initialize_agent
+from langchain.llms import OpenAI
+from langchain.agents import AgentType
+
+from langchain.agents import tool
+from datetime import date
+
+@tool
+def time(text: str) -> str:
+    """Returns todays date, use this for any \
+    questions related to knowing todays date. \
+    The input should always be an empty string, \
+    and this function will always return todays \
+    date - any date mathmatics should occur \
+    outside this function."""
+    return str(date.today())
+
+# 加载 OpenAI 模型
+llm = OpenAI(temperature=0,max_tokens=2048) 
+
+# 加载 serpapi 工具
+tools = load_tools(["serpapi"])
 
+# 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
+agent = initialize_agent(tools + [time], llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True)
 
+# 运行 agent
+agent.run("今天是几号? 今天微博的热搜话题有哪些？")