Code Interpreter Tool
This tool can be used to run python scripts and capture the results of stdout and stderr
WARNING: This tool provides the Agent access to the subprocess.run command.
Arbitrary code execution is possible on the machine running this tool.
This tool is not recommended to be used in a production setting, and would require heavy sandboxing or virtual machines
Usage
Here's an example usage of the CodeInterpreterToolSpec.
from llama_index.tools.code_interpreter import CodeInterpreterToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
code_spec = CodeInterpreterToolSpec()
agent = FunctionAgent(
tools=code_spec.to_tool_list(), llm=OpenAI(model="gpt-4.1")
)
# Prime the agent to use the tool
resp = await agent.run(
"Can you help me write some python code to pass to the code_interpreter tool"
)
resp = await agent.run(
"write a python function to calculate volume of a sphere with radius 4.3cm"
)
The tools available are:
code_interpreter: A tool to evaluate a python script
This loader is designed to be used as a way to load data as a Tool in a Agent.
1 maintainer
Metadata
1 maintainer
Release files for llama-index-tools-code-interpreter 0.6.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| llama_index_tools_code_interpreter-0.6.0.tar.gz | 3.9 kB | Without provenance | Details for llama_index_tools_code_interpreter-0.6.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| llama_index_tools_code_interpreter-0.6.0-py3-none-any.whl | Python 3 | none | any | Details for llama_index_tools_code_interpreter-0.6.0-py3-none-any.whl |
Total release size: 7.6 kB
Release files / llama_index_tools_code_interpreter-0.6.0.tar.gz
| Download URL | llama_index_tools_code_interpreter-0.6.0.tar.gz |
|---|---|
| Size | 3.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
Release files / llama_index_tools_code_interpreter-0.6.0-py3-none-any.whl
| Download URL | llama_index_tools_code_interpreter-0.6.0-py3-none-any.whl |
|---|---|
| Size | 3.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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uv/0.12.7 {"installer":{"name":"uv","version":"0.12.7","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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