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XBrain 是一个让 Python 函数变身为 AI 驱动的 HTTP 服务的超级智能体

Project description

🤔解决了什么问题

OpenAI的Funciton Call很有用,但每次都需要在 chat 接口中引用Json或者Pydantic Model,而XBrain只需要在Python函数上放一个装饰器,就能自动将函数接入到 chat 中。

📄文档

Quick Start

安装xbrain:

pip install pyxbrain

在你的项目目录下创建一个demo.py文件,写入以下代码:

from pydantic import BaseModel
from xbrain.core import xbrain_tool
class GenerateTag(BaseModel):
    """创建一个新的插件"""
    pass

@xbrain_tool.Tool(model=GenerateTag)
def generate_tag():
    print("hello")

__init__.py文件中导入demo.py

from demo import *

在项目入口处配置并运行xbrain,此时demo.py中的generate_tag函数被成功接入了xbrain中:

from xbrain.core.chat import run 
from xbrain.utils.config import Config
config = Config()
config.set_openai_config(base_url="https://api.openai-next.com/v1", api_key="xxxxx", model="gpt-4o-2024-08-06")
messages = []
messages.append({"role": "user", "content": "配置tag"})
res = run(messages, user_prompt="从文章中提炼出关键信息")

🤝 如何贡献

你可以通过 Fork 项目、提交 PR 或在 Issue 中提出你的想法和建议。具体操作可参考贡献指南

强烈推荐阅读 《提问的智慧》《如何向开源社区提问题》《如何有效地报告 Bug》《如何向开源项目提交无法解答的问题》,更好的问题更容易获得帮助。

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