8000 [Feature Request] Enable secure execution of tools with output masking for LLM · Issue #2449 · camel-ai/camel · GitHub
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[Feature Request] Enable secure execution of tools with output masking for LLM #2449
@Wendong-Fan

Description

@Wendong-Fan

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Motivation

Internal tools would be executed and raw output (which can be sensitive) could be exposed to the LLM. This prevents security risks, privacy issues.

We can introduce a "Secure Execution Wrapper" or extend the existing external_tool interface paradigm. This wrapper would:

  1. Be responsible for actually invoking the specified tool.
  2. Capture the full output from the tool.
  3. Internally manage or store this sensitive output (e.g., in a secure, session-specific context).
  4. Return only a non-sensitive placeholder, handle, status code, or a sanitized summary to the LLM, instead of the raw tool output.

This allows the LLM to orchestrate the execution of tools without gaining access to their potentially sensitive results.

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