# Code Interpreter by E2B

[E2B](https://e2b.dev/) is an open-source runtime for executing AI-generated code in secure cloud sandboxes. For example, when user asks to generate a bar graph of the data, LLM will output python code needed to plot the graph. This generated code will be sent to E2B, and the output of the execution will contains images of the graph, codes, text and etc. These outputs are sent back to LLM for final processing before getting displayed on the chat.

<figure><img src="/files/9Eq9OrxcuhVriq5qPQEH" alt=""><figcaption></figcaption></figure>


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.flowiseai.com/integrations/langchain/tools/python-interpreter.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.