Open Tool Learning

A LLM Function Calling Tool-kit for Tool Learning research.

Contents

• Ⅰ Support
• Ⅱ Architecture
• Ⅲ Format
• Ⅳ Code Catalog

Ⅰ Support

LLM

LLaMA

Dataset

Retriever

Ⅱ Architecture

Ⅲ Format

Tool Format

{
    "name": "get_current_temperature",
    "description": "Get the current temperature for a specific location",
    "parameters": 
    {
          "type": "object",
          "properties": 
           {
            "location": {
              "type": "string",
              "description": "The city and state, e.g., San Francisco, CA"
            },
            "unit": {
              "type": "string",
              "enum": ["Celsius", "Fahrenheit"],
              "description": "The temperature unit to use. Infer this from the user's location."
            }
     },
     "required": ["location", "unit"]
}

Chat Template

Ⅳ Code Catalog

agent

core class

chat

chat history and chat template

data

data preprocessing，load

document

extra document process module for RAG

LLM

foundation model

process

format the answer text, ...

retrieval

tool

tool_pool information and execution

types

type checking

utils

logging , file io