contextmaker 1.2.0

A simple context builder and converter toolkit

ContextMaker

Feature to enrich the CMBAgents: Multi-Agent System for Science, Made by Cosmologists, Powered by AG2.

Acknowledgments

This project uses the CAMB code developed by Antony Lewis and collaborators. Please see the CAMB website and documentation for more information.

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Installation

Install ContextMaker from PyPI:

python3 -m venv context_env
source context_env/bin/activate
pip install contextmaker

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Usage

From the Command Line

ContextMaker automatically finds libraries on your system and generates complete documentation with function signatures and docstrings.

# Convert a library's documentation (automatic search)
contextmaker library_name

# Example: convert pixell documentation
contextmaker pixell

# Example: convert numpy documentation
contextmaker numpy

Advanced Usage

# Specify custom output path
contextmaker pixell --output ~/Documents/my_docs

# Specify manual input path (overrides automatic search)
contextmaker pixell --input_path /path/to/library/source

Output

• Default location: ~/your_context_library/library_name.txt
• Content: Complete documentation with function signatures, docstrings, examples, and API references
• Format: Clean text optimized for AI agent ingestion

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From a Python Script

You can also use ContextMaker programmatically in your Python scripts:

import contextmaker

# Minimal usage (automatic search, default output path)
contextmaker.convert("pixell")

# With custom output path
contextmaker.convert("pixell", output_path="/tmp")

# With manual input path
contextmaker.convert("pixell", input_path="/path/to/pixell/source")

This will generate a text file with the complete documentation, just like the CLI.

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Supported Inputs

• Sphinx documentation (conf.py + .rst) - Complete documentation with signatures
• Markdown README files (README.md)
• Jupyter notebooks (.ipynb)
• Python source files with docstrings (auto-generated docs if no user docs)

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Library Requirements

For complete documentation extraction, the library should have:

• A docs/ or doc/ directory containing conf.py and index.rst
• Source code accessible for docstring extraction

If only the installed package is found (without Sphinx docs), ContextMaker will extract available docstrings from the source code.

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Troubleshooting

Library not found

# Use manual path
contextmaker pixell --input_path /path/to/pixell/repo

No documentation detected

• Ensure the library has a docs/ or doc/ directory with conf.py and index.rst
• Clone the official repository if using an installed package