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91 lines
4.6 KiB
Markdown
91 lines
4.6 KiB
Markdown
# 🛠️Marsho
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Marsho is a simple module loader. It allows to load kits and its function from `tools` in plugin directory, for AI to use.
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More information for Function Call, please refr to [OpenAI Offical Documentation](https://platform.openai.com/docs/guides/function-calling)
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## ✍️ Development Kits
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### 📁 Directory Structure
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`tools` in plugin directory is caller **Toolset**. It contains many **Toolkit**, Toolkit is similar with **Packages** in Python in structure. It need `__init__.py` document and `tools.json` definition document in it. They are used to store and define functions.
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A directory structure of Toolkit:
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```
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tools/ # Toolset Directory
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└── marshoai-example/ # Toolkit Directory, Named as Packages' name
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└── __init__.py # Tool Module
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└── tools.json # Function Definition Document
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```
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In this directory tree:
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- **Toolset Directory** is named as `marshoat-xxxxx`, its name is the name of Toolset. Please follow this naming standard.
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- ***Tool Module* could contain many callable **Sync** function, it could have parameters or be parameterless and the return value should be supported by AI model. Generally speaking, the `str` type is accepted to most model.
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- **Function Definition Document** is for AI model to know how to call these function.
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### Function Writing
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Let's write a function for getting the weather and one for getting time.
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###### **\_\_init\_\_.py**
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```python
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from datetime import datetime
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async def get_weather(location: str):
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return f"The temperature of {location} is 114514℃。" #To simulate the return value of weather.
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async def get_current_time():
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current_time = datetime.now().strftime("%Y.%m.%d %H:%M:%S")
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time_prompt = f"Now is {current_time}。"
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return time_prompt
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```
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In this example, we define two functions, `get_weather` and `get_current_time`. The former accepts a `str` typed parameter. Let AI to know the existence of these funxtions, you shuold write **Function Definition Document**
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###### **tools.json**
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```json
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[
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{
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"type": "function",
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"function": {
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"name": "marshoai-example__get_weather", # Name of this Function Call
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"description": "Get the weather of a specified locatin.", # Description, it need to descripte the usage of this Functin
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"parameters": { # Define the parameters
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"type": "object",
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"properties": {
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"location": { # 'location' is the name that _init__.py had defined.
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"type": "string", # the Type of patameters
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"description": "City or district. Such as Beijing, Hangzhou, Yuhang District" # Description，it need to descripte the type or example of Actual Parameter
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}
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}
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},
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"required": [ # Define the Required Parameters
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"location"
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]
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}
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},
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{
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"type": "function",
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"function": {
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"name": "marshoai-example__get_current_time",
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"description": "Get time",
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"parameters": {} # No parameter requried, so it is blanked
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}
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}
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]
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```
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In this document, we defined tow function. This Function Definition Document will be typed into AI model, for letting AI to know when and how to call these function.
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The name of **Name of this Function Call** is specific required. Using weather-getting as an example, the Name of this Function Call, `marshoai-example__get_weather`, contain these information.
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- **marshoai-example** is the name of its Toolkit.
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- **get_weather** is the name of function.
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- Two **underscores** are used as a sseparator.
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Using this Naming Standard, it could be compatible with more APIs in the standard format of OpenAI. So don't use two underscores as the name of Toolkit or Function.
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### Function Testing
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After developing the Tools, start the Bot. There loading information of Toolkit in Nonebot Logs.
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This is the test ecample:
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```
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> marsho What's the weather like in Shenzhen?
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Meow! The temperature in Shenzhen is currently an astonishing 114514°C! That's super hot! Make sure to keep cool and stay hydrated! 🐾☀️✨
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> marsho Please tell me the weather in Shimokitazawa, Hangzhou, and Suzhou separately.
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Meow! Here's the weather for each place:
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- Shimokitazawa: The temperature is 114514°C.
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- Hangzhou: The temperature is also 114514°C.
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- Suzhou: The temperature is again 114514°C.
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That's super hot everywhere! Please stay cool and take care! 🐾☀️✨
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> marsho What time is it now?
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Meow! The current time is 1:15 PM on November 26, 2024. 🐾✨
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```
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