lmcat 0.2.0

concatenating files for tossing them into a language model

lmcat

A Python tool for concatenating files and directory structures into a single document, perfect for sharing code with language models. It respects .gitignore and .lmignore patterns and provides configurable output formatting.

Features

• Tree view of directory structure with file statistics (lines, characters, tokens)
• Includes file contents with clear delimiters
• Respects .gitignore patterns (can be disabled)
• Supports custom ignore patterns via .lmignore
• Configurable via pyproject.toml, lmcat.toml, or lmcat.json
  • you can specify glob_process or decider_process to run on files, like if you want to convert a notebook to a markdown file

Installation

Install from PyPI:

pip install lmcat

or, install with support for counting tokens:

pip install lmcat[tokenizers]

Usage

Basic usage - concatenate current directory:

# Only show directory tree
python -m lmcat --tree-only

# Write output to file
python -m lmcat --output summary.md

# Print current configuration
python -m lmcat --print-cfg

The output will include a directory tree and the contents of each non-ignored file.

Command Line Options

• -t, --tree-only: Only print the directory tree, not file contents
• -o, --output: Specify an output file (defaults to stdout)
• -h, --help: Show help message

Configuration

lmcat is best configured via a tool.lmcat section in pyproject.toml:

[tool.lmcat]
# Tree formatting
tree_divider = "│   "    # Vertical lines in tree
tree_indent = " "        # Indentation
tree_file_divider = "├── "  # File/directory entries
content_divider = "``````"  # File content delimiters

# Processing pipeline
tokenizer = "gpt2"  # or "whitespace-split"
tree_only = false   # Only show tree structure
on_multiple_processors = "except"  # Behavior when multiple processors match

# File handling
ignore_patterns = ["*.tmp", "*.log"]  # Additional patterns to ignore
ignore_patterns_files = [".gitignore", ".lmignore"]

# processors
[tool.lmcat.glob_process]
"[mM]akefile" = "makefile_recipes"
"*.ipynb" = "ipynb_to_md"

Development

Setup

1. Clone the repository:

git clone https://github.com/mivanit/lmcat
cd lmcat

2. Set up the development environment:

make setup

Development Commands

The project uses make for common development tasks:

• make dep: Install/update dependencies
• make format: Format code using ruff and pycln
• make test: Run tests
• make typing: Run type checks
• make check: Run all checks (format, test, typing)
• make clean: Clean temporary files
• make docs: Generate documentation
• make build: Build the package
• make publish: Publish to PyPI (maintainers only)

Run make help to see all available commands.

Running Tests

make test

For verbose output:

VERBOSE=1 make test

Roadmap

• more processors and deciders, like:
  • only first n lines if file is too large
  • first few lines of a csv file
  • json schema of a big json/toml/yaml file
  • metadata extraction from images
• better tests, I feel like gitignore/lmignore interaction is broken
• llm summarization and caching of those summaries in .lmsummary/
• reasonable defaults for file extensions to ignore
• web interface