# Code Interpreter tool

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🔨 In Development
 — This section is still being developed and may change.


Execute sandboxed Python code for analysis, data extraction, and lightweight automation directly from Freddy assistants.

## Capabilities

- Run Python 3.11 code with access to standard libraries and vetted data helpers.
- Read and write temporary files within the execution sandbox.
- Return structured outputs, charts, and tables to the calling assistant.


## Usage guidelines

- Keep scripts short-lived (under 60 seconds) to avoid timeouts.
- Validate user input before passing it into execution to prevent misuse.
- Store sensitive data in environment variables, not hard-coded into scripts.


## Related resources

- [Assistant object](/docs/api-reference/objects/assistant-object)
- [Web Search tool](/docs/documentation/tools/web-search)
- [Security controls](/docs/documentation/core-concepts/threads)