Code

Codebook

A local code notebook to create, open, run and export .ipynb files with Python code, Markdown, outputs, charts, variables and AI assistance.

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App access: Codebook
Target module: Jupyter
Reference: Explore, run and document your ideas in cells.

Screenshot of the PANACHES Codebook module with Python cells, Markdown, outputs, variables and side panel.

Module overview

Bring code, text and results into the same space

Codebook provides a code notebook integrated into PANACHES to work with .ipynb files: Python code cells, Markdown cells, rich outputs, charts, search, table of contents, minimap, variable inspector, checkpoints, exports and AI assistance. The module helps you experiment, explain, analyze and document without separating reasoning from results.

What the module brings

Create, open and save .ipynb notebooks with metadata and checkpoints.
Run Python cells, display outputs, errors, matplotlib charts and rich results.
Navigate through the codebook with table of contents, minimap, search, variable inspector and undo history.

In practice

What the module brings.

The Codebook module supports .ipynb notebooks, code, Markdown and raw cells, the Python kernel, outputs, search, table of contents, variable inspector, checkpoints and exports.

For : Data analysts, researchers, students, Python developers, trainers

Capabilities

What you can do.

.ipynb notebooks
Local Python kernel
Variables, outputs and exports

Module overview

Real situations

Data analysis

Import a dataset, run Python cells, visualize results and track important variables in the dedicated panel.

Course or training

Combine Markdown explanations, code examples, outputs and charts to build a living learning material.

Python prototype

Test an idea cell by cell, compare code before and after execution, fix errors and export the result as HTML, Markdown or Python.

Workflow

A concrete use case.

Create or open a codebook
Write, run and observe
Document, analyze and export

PANACHES connections

Code editor Ambre local AI Spreadsheet Notepad Web Browser Filesystem

Go further

Related guides and resources.

Guides

Development

Code in PANACHES: write, test and understand without switching tools

The editor brings code, an integrated terminal, messages and Ambre into the same workspace.

Read

Local AI

Ambre and your sources: ask documents, notes and knowledge

PANACHES connects documents, notes and Ambre so you can find the right information and work with source-aware answers.

Read

Resources

Guide

Quickstart code -> terminal -> debug -> documentation

Code a change, test it in the integrated terminal, diagnose it, then document the decision.

Open resource

Guide

Quickstart knowledge base -> RAG -> source citations

Build a mini knowledge base and ask Ambre for source-aware answers.

Open resource

Same family

Related modules.

Code editor

A local editor to open projects, edit code, navigate files, search, compare, format, run and document with help from Ambre.

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