jupyter-express 1.0.0

AI-powered Python coding agent for Jupyter Notebooks

Jupyter Express

AI-powered Python coding agent that lives inside your Jupyter Notebooks.

Describe what you want in plain language and get ready-to-run Python code right in your Jupyter Notebook. You decide whether to run, edit or discard it, giving you complete control of your workflow.

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Installation

Open a terminal and run the following command:

pip install jupyter-express

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Quick Start

Open a Jupyter Notebook and run the following commands in any cell:

import jupyter_express

%run_jupyter_express

A prompt widget will appear. Type your request, for example:

• "Plot a bar chart of sales by region"
• "Clean nulls from df and save to df_clean"
• "Train a random forest on X_train and y_train and print accuracy"

The agent then generates the code, and inserts it into a new cell above, ready to run.

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Features

• Context-aware — before generating code, the agent analyzes the variables and dataframe columns present in your notebook, without you having to describe it. Note: Jupyter Express never sees your actual data; it only analyzes the names of your variables and dataframe columns.
• @ autocomplete — type @ to browse and insert variable or column names directly into your prompt
• Prompt history — press ↑ / ↓ in the widget to cycle through, remix and reuse previous prompts
• Persistent Agent Memory per notebook — remembers the last 15 prompts and responses within a notebook session, so follow-up prompts work naturally. The memory is resistant to kernel restarts and crashes, meaning you can pick up exactly where you left off each time.

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Requirements

• Python 3.7+
• Jupyter Notebook (classic)
• Active internet connection (AI runs on a cloud backend)

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Token Usage

On first use, a free trial is automatically activated whereby 25,000 tokens are assigned to each user without any sign-up. Tokens are consumed per request based on prompt and response length.

When your free tokens run out, a personalized link will be provided to you in the interface, which will take you straight to our website for top-up options

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License

MIT License — see LICENSE for details.