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AI Agent智能体，实现了用户靠纯自然话语指令给智能体输入，智能体会自动完成对学生成绩管理系统的所有操作。

1：项目描述

此项目在传统学生成绩管理系统的基础上升级，实现AI Agent智能体在学生成绩管理系统的应用。通过自然语言 代替键盘输入、鼠标点击 智能完成增删查改的操作。

2：主要功能

1、增加学生信息
2、删除学生信息
3、修改学生信息
4、显示学生信息

3：项目演示

4：具体步骤

4.1:注册chatglm4

1、进入网址https://open.bigmodel.cn/
2、右上角点击控制台
3、选择glm4-flash，点击接口文档
4、查看api-key，创建api-key。（这个key一会儿到项目中调用模型的时候会用到）

5、在开发文档中，右侧会有函数调用的示例，点击查看。（项目中通过这部分功能对学生成绩管理系统进行赋能实现）

4.2 环境安装与代码编写

4.2.1安装第三方库:

pip install zhipuai

4.2.2代码编写

共2个py文件：
main.py：大模型与函数调用
stu.py：学生成绩管理系统的增删查改函

4.2.3运行main.py即可

---

main.py

from zhipuai import ZhipuAI
from stu import *
client = ZhipuAI(api_key="6d3fb3106b20422fac262a7d0e055c7f.k2OvWGIOh9g8Avci") # 请填写您自己的APIKeytools = [{"type": "function","function": {"name": "add","description": "根据用户提供的信息增加学生","parameters": {"type": "object","properties": {"sid": {"type": "string","description": "学生的学号",},"name": {"type": "string","description": "学生的姓名",},"score": {"type": "int","description": "学生的分数",},},"required": ["sid", "name", "socre"],},}},
{"type": "function","function": {"name": "show","description": "展示所有的学生信息","parameters": {"type": "object","properties": {},"required": [],},}},
{"type": "function","function": {"name": "query_name","description": "需要删除学生且只提供了学生姓名时，根据用户提供的姓名查询学生学号sid","parameters": {"type": "object","properties": {"name": {"type": "string","description": "学生的姓名",}},"required": ["name"],},}},
{"type": "function","function": {"name": "delete","description": "根据学生的学号对学生信息进行删除","parameters": {"type": "object","properties": {"sid": {"type": "string","description": "学生的学号",}},"required": ["sid"],},}},{"type": "function","function": {"name": "update","description": "当需要修改学生信息，根据学生学号对学生信息进行更新","parameters": {"type": "object","properties": {"sid": {"type": "string","description": "学生的学号",},"name": {"type": "string","description": "学生的姓名",},"score": {"type": "int","description": "学生的分数",},},"required": ["sid", "name", "socre"],},}},
]
# messages = [
#     {
#         "role": "user",
#         "content": "你能帮我查一下2024年1月1日从北京南站到上海的火车票吗？"
#     }
# ]
# response = client.chat.completions.create(
#     model="glm-4-flash", # 请填写您要调用的模型名称
#     messages=messages,
#     tools=tools,
#     tool_choice="auto",
# )
# print(response.choices[0].message)# messages = [
#     {
#         "role": "user",
#         "content": "你能帮我查一下2024年1月1日从北京南站到上海的火车票吗？"
#     }
# ]
# response = client.chat.completions.create(
#     model="glm-4-flash", # 请填写您要调用的模型名称
#     messages=messages,
#     tools=tools,
#     tool_choice="auto",
# )
# print(response.choices[0].message)
import json
while 1:msg=[{"role": "user","content": input('请输入:')}]response = client.chat.completions.create(model="glm-4-flash",  # 请填写您要调用的模型名称messages=msg,tools=tools,tool_choice="auto",)print(response.choices[0].message)if response.choices[0].message.tool_calls:'调用函数,反之输出内容'function_name = response.choices[0].message.tool_calls[0].function.nameprint(function_name)arguments = json.loads(response.choices[0].message.tool_calls[0].function.arguments)function_to_call = globals()[function_name]result = function_to_call(**arguments)print(result)

stu.py

student = {}def add(sid: str, name: str, score: int):student[sid] = {"name": name, "score": score}return dict(code=200,msg='add success')def delete(sid:str):if student[sid]:student.pop(sid)return dict(code=200, msg='delete success')return dict(code=500, data={'sid': sid}, msg='not found')def query_sid(sid:str):if student[sid]:return dict(code=200, data={'sid':sid},msg='have found')returndef query_name(name: str):dic = {}for key in list(student.keys()):if student[key]['name'] == name:dic[key] = nameif dic:if len(list(dic.keys())) >=2 :return dict(code=200, data=dic, msg='have found but not only one,please choose one')return dict(code=200, data=dic, msg='query success')return dict(code=200, msg='not found')def show():lis = [f"sid:{key},name:{value['name']},score:{value['score']}" for key,value in student.items()]return dict(code=200, data=lis, msg='show success')# 更新
def update(sid: str, name: str, score: int):if student[sid]:student[sid]['name'] = namestudent[sid]['score'] = scorereturn dict(code=200, msg='update success')return dict(code=500, data={'sid': sid}, msg='not found')