| Name | llama-index-tools-python-file JSON |
| Version |
0.3.0
JSON |
| download |
| home_page | None |
| Summary | llama-index tools python_file integration |
| upload_time | 2024-11-17 23:02:29 |
| maintainer | ajhofmann |
| docs_url | None |
| author | Your Name |
| requires_python | <4.0,>=3.9 |
| license | MIT |
| keywords |
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
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| coveralls test coverage |
No coveralls.
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# Python File Tool
This tool loads a python file and extracts function names, arguments and descriptions automatically. This tool is particular useful for automatically creating custom Tool Specs when you already have well documented python functions.
## Usage
This tool has more extensive example usage documented in a Jupyter notebook [here](https://github.com/emptycrown/llama-hub/tree/main/llama_hub/tools/notebooks/create_a_tool.ipynb)
Here's an example usage of the PythonFileToolSpec.
```python
from llama_index.tools.python_file import PythonFileToolSpec
from llama_index.agent.openai import OpenAIAgent
pyfile = PythonFileToolSpec("./numpy_linalg.py")
agent = OpenAIAgent.from_tools(tool_spec.to_tool_list())
agent.chat(
"""Load the eig, transpose and solve functions from the python file,
and then write a function definition using only builtin python types (List, float, Tuple)
with a short 5-10 line doc string tool prompts for the functions that only has a small description and arguments
"""
)
```
`function_definitions`: Get all of the function definitions from the Python file
`get_function`: Get a specific function definition from the Python file
`get_functions`: Get a list of functions from the python file
This loader is designed to be used as a way to load data as a Tool in a Agent.
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"description": "# Python File Tool\n\nThis tool loads a python file and extracts function names, arguments and descriptions automatically. This tool is particular useful for automatically creating custom Tool Specs when you already have well documented python functions.\n\n## Usage\n\nThis tool has more extensive example usage documented in a Jupyter notebook [here](https://github.com/emptycrown/llama-hub/tree/main/llama_hub/tools/notebooks/create_a_tool.ipynb)\n\nHere's an example usage of the PythonFileToolSpec.\n\n```python\nfrom llama_index.tools.python_file import PythonFileToolSpec\nfrom llama_index.agent.openai import OpenAIAgent\n\npyfile = PythonFileToolSpec(\"./numpy_linalg.py\")\n\nagent = OpenAIAgent.from_tools(tool_spec.to_tool_list())\n\nagent.chat(\n \"\"\"Load the eig, transpose and solve functions from the python file,\nand then write a function definition using only builtin python types (List, float, Tuple)\nwith a short 5-10 line doc string tool prompts for the functions that only has a small description and arguments\n\"\"\"\n)\n```\n\n`function_definitions`: Get all of the function definitions from the Python file\n`get_function`: Get a specific function definition from the Python file\n`get_functions`: Get a list of functions from the python file\n\nThis loader is designed to be used as a way to load data as a Tool in a Agent.\n",
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