pyxbrain 1.1.6

xbrain专注于构建一款可解释的AI开发框架

XBrain

xbrain是一个AI漏斗，把巨量用户行为模式映射到少量特定入口。

📘详细文档|🎞️介绍视频|🗨English

✨特点

1. 屏蔽了提示词，让用户专注于业务开发：用户无需编写提示词，就能开发大模型应用；
2. 用自然语言开发function call：通过自然语言将本地的python代码接入到openai的function call。

文档

• 指导手册
• 开发者文档
• 常见问题

几个有意思的例子

将任何加减操作映射成两数相加

通过xb定义一个加法函数：

I guess you want to do the following, or chat with me:

1. chat with my action
2. create a new action
3. deploy a chat server
4. integrate existing functions into xbrain

>>> 2
Please tell me, the action you want to do?
>>> 两数相加
Please wait a moment, I'm generating the code for you...
Creation successful!
file generated:  C:\Users\yuruo\Desktop\test2\add_action.py

add_action.py文件的内容：

from xbrain import xbrain_tool
from pydantic import BaseModel, Field

class Add(BaseModel):
    """Add two numbers"""
    a: int = Field(..., description="First number")
    b: int = Field(..., description="Second number")

@xbrain_tool.Tool(model=Add)
def add(a: int, b: int) -> int:
    """
    Add two numbers.
    """
    return a + b

通过xbrain的chat mode可以实现两数相加：

I guess you want to do the following, or chat with me:

1. chat with my action
2. create a new action
3. deploy a chat server
4. integrate existing functions into xbrain

>>> 1
Welcome to chat mode!
💬 1+1
run action：
 action name:  Add
 action path:  C:\Users\yuruo\Desktop\test2\add_action.py
 action arguments:  {'a': 1, 'b': 1}
 action result:  2

2

然而它也能实现两数相减：

💬 1-1
run action：
 action name:  Add
 action path:  C:\Users\yuruo\Desktop\test2\add_action.py
 action arguments:  {'a': 1, 'b': -1}
 action result:  0

0

它还能实现三数相加减，虽然结果不对但我们看到了它的尝试，这也是我们优化的方向：

💬 1+1+3
run action：
 action name:  Add
 action path:  C:\Users\yuruo\Desktop\test2\add_action.py
 action arguments:  {'a': 1, 'b': 1}
 action result:  2

run action：
 action name:  Add
 action path:  C:\Users\yuruo\Desktop\test2\add_action.py
 action arguments:  {'a': 1, 'b': 3}
 action result:  4

2
4