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Yuhong Sun
39 lines
1.6 KiB
Plaintext
39 lines
1.6 KiB
Plaintext
---
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title: "Code Execution"
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description: "Safe and sandboxed Python runtime available to the LLM"
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icon: "code"
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---
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The code execution action gives Onyx's LLMs the ability to write and execute Python code,
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unlocking capabilities such as performing complex calculations, running data analysis on uploaded files,
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and generating or modifying documents.
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<Tip>
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The code execution action is built-in functionality available to all deployments without any configuration needed.
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</Tip>
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<img className="rounded-image" src="/assets/overview/core_features/code_interpreter.png" alt="Code Execution"/>
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<Info>
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The LLM determines when to use code execution based on the user's query — no explicit invocation is needed.
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It can also be attached to custom [Agents](/admins/agents/overview), giving the LLM the option to use it as needed.
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</Info>
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## Features
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The code execution action runs in a secure,
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sandboxed Python environment with all dangerous functionality removed (such as network access and filesystem access
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outside of the sandbox).
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- **Libraries**: Comes with pre-installed libraries such as numpy, pandas, scipy, matplotlib, and more.
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- **File Input**: Pass arbitrary file types along with the code to run against them.
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- **File Output**: Files can be created and provided back to the user.
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- **STDIN/STDOUT Capture**: All program outputs are captured and displayed to the user.
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- **Graph Rendering**: The Onyx [Chat UI](/overview/core_features/chat)
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renders returned graphs and other visualizations directly in the conversation.
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## Configuration
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To learn more about managing the code execution server,
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see the [admin configuration guide](/admins/actions/code_interpreter).
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