A tool to efficiently extract and compress Git repository contents for LLMs.
Project description
Siphon
Efficiently extract, compress, and cache Git repository contexts for seamless integration with Large Language Models (LLMs).
Table of Contents
Features
- Efficient Extraction: Extracts and compresses repository contents while respecting
.gitignore
rules. - Customizable Filtering: Include or exclude files and directories with ease.
- Multiple Output Formats: Supports text, tarball, and markdown formats optimized for LLM contexts.
- Caching and Chunking: Pre-cache large repositories for faster querying.
- Token Count Estimations: Get token counts for specific LLMs like GPT-3 and Claude.
- Clipboard and Stdout Support: Streamline workflows with seamless copying options.
- Modularity: Extend functionality with community-driven extensions.
- Interactive Mode: Granular file selection through an interactive interface.
Installation
Install Siphon using pip
:
pip install siphon-cli
Usage
Navigate to your Git repository and run:
si -o context.txt
This command extracts the repository content into context.txt
.
Examples
-
Include Specific File Types:
si -i '*.py' -o python_files.txt
-
Exclude Directories:
si -e 'tests/*' -o code_without_tests.txt
-
Interactive Mode:
si --interactive -o selected_files.txt
-
Copy Output to Clipboard:
si --clipboard
Arguments
path
: Path to the Git repository (default: current directory).-i
,--include
: Include file patterns (e.g.,*.py
,src/
).-e
,--exclude
: Exclude file patterns (e.g.,tests/
,*.md
).-o
,--output
: Output file name (default:output.txt
).-f
,--format
: Output format (text
,tar
,markdown
).-c
,--cache
: Enable caching (future feature placeholder).--tokenizer
: Tokenizer for token count estimation (gpt3
,claude
).--interactive
: Interactive mode for file selection.--clipboard
: Copy output to clipboard.--stdout
: Print output to stdout.
Project Files
.gitignore
venv
setup.py
from setuptools import find_packages, setup
setup(
name='siphon-cli',
version='0.1.0',
author='Morgan Joyce',
author_email='morganj2k@gmail.com',
description='A tool to efficiently extract and compress Git repository contents for LLMs.',
long_description=open('README.md').read(),
long_description_content_type='text/markdown',
url='https://github.com/atxtechbro/siphon',
packages=find_packages(),
py_modules=['siphon'],
install_requires=[
'gitpython',
'colorama',
],
entry_points={
'console_scripts': [
'si=siphon:main',
],
},
classifiers=[
'Programming Language :: Python :: 3',
'License :: OSI Approved :: MIT License',
'Operating System :: OS Independent',
],
python_requires='>=3.6',
)
siphon.py
#!/usr/bin/env python
import argparse
import os
import shutil
import subprocess
import sys
import tempfile
from pathlib import Path
import git
def parse_arguments():
parser = argparse.ArgumentParser(
description='Siphon - Efficiently extract and compress repository contents for LLMs.'
)
parser.add_argument(
'path', nargs='?', default='.', help='Path to the Git repository'
)
parser.add_argument(
'-i', '--include', nargs='*', help='Include file patterns (e.g., *.py, src/)'
)
parser.add_argument(
'-e', '--exclude', nargs='*', help='Exclude file patterns (e.g., tests/, *.md)'
)
parser.add_argument(
'-o', '--output', default='output.txt', help='Output file name'
)
parser.add_argument(
'-f', '--format',
choices=['text', 'tar', 'markdown'],
default='text',
help='Output format'
)
parser.add_argument(
'-c', '--cache', action='store_true', help='Enable caching'
)
parser.add_argument(
'--tokenizer',
choices=['gpt3', 'claude'],
default='gpt3',
help='Tokenizer for token count estimation'
)
parser.add_argument(
'--interactive', action='store_true', help='Interactive mode for file selection'
)
parser.add_argument(
'--clipboard', action='store_true', help='Copy output to clipboard'
)
parser.add_argument(
'--stdout', action='store_true', help='Print output to stdout'
)
return parser.parse_args()
def collect_tracked_files(repo):
# Use splitlines() to handle different line endings
tracked_files = repo.git.ls_files().splitlines()
# Remove empty strings and normalize paths
tracked_files = [os.path.normpath(f.strip()) for f in tracked_files if f.strip()]
return tracked_files
def match_patterns(path, patterns):
for pattern in patterns:
if Path(path).match(pattern):
return True
return False
def collect_files(args, repo_path, repo):
tracked_files = collect_tracked_files(repo)
exclude_dirs = {'venv', 'env', '.venv', '__pycache__'}
filtered_files = []
for file in tracked_files:
file_parts = Path(file).parts
if any(part in exclude_dirs for part in file_parts):
continue
filtered_files.append(file)
# Apply include patterns
if args.include:
filtered_files = [
f for f in filtered_files if match_patterns(f, args.include)
]
# Apply exclude patterns
if args.exclude:
filtered_files = [
f for f in filtered_files if not match_patterns(f, args.exclude)
]
return filtered_files
def interactive_selection(files):
selected_files = []
print("Interactive File Selection:")
for idx, file in enumerate(files):
choice = input(f"Include {file}? (y/n): ").lower()
if choice == 'y':
selected_files.append(file)
return selected_files
def estimate_tokens(text, tokenizer='gpt3'):
# Simple token estimation based on word count
words = text.split()
tokens = len(words) # Simplified estimation
return tokens
def main():
args = parse_arguments()
repo_path = os.path.abspath(args.path)
if not os.path.exists(repo_path):
print("Repository path does not exist.")
sys.exit(1)
try:
repo = git.Repo(repo_path)
except git.InvalidGitRepositoryError:
print("Not a valid Git repository.")
sys.exit(1)
files = collect_files(args, repo_path, repo)
if args.interactive:
files = interactive_selection(files)
temp_dir = tempfile.mkdtemp()
try:
collected_text = ''
for file in files:
file_path = os.path.join(repo_path, file)
# Ensure that the path is a file
if not os.path.isfile(file_path):
print(f"Skipping {file}: Not a file")
continue
try:
with open(file_path, 'r', encoding='utf-8', errors='ignore') as f:
content = f.read()
collected_text += f"\n\n# File: {file}\n{content}"
except Exception as e:
print(f"Skipping file {file}: {e}")
continue # Skip unreadable files
token_count = estimate_tokens(collected_text, args.tokenizer)
print(f"Estimated tokens: {token_count}")
if args.format == 'text':
output_path = os.path.join(temp_dir, args.output)
with open(output_path, 'w', encoding='utf-8') as f:
f.write(collected_text)
elif args.format == 'markdown':
output_path = os.path.join(temp_dir, args.output)
with open(output_path, 'w', encoding='utf-8') as f:
f.write(f"## Repository: {os.path.basename(repo_path)}\n")
f.write(collected_text)
elif args.format == 'tar':
output_path = os.path.join(temp_dir, args.output)
# Create a temporary directory to store the files
temp_repo_dir = os.path.join(temp_dir, 'repo_contents')
os.makedirs(temp_repo_dir, exist_ok=True)
for file in files:
src_file = os.path.join(repo_path, file)
dst_file = os.path.join(temp_repo_dir, file)
os.makedirs(os.path.dirname(dst_file), exist_ok=True)
shutil.copy2(src_file, dst_file)
shutil.make_archive(output_path.replace('.tar', ''), 'tar', temp_repo_dir)
output_path += '.tar'
if args.clipboard:
try:
if sys.platform == 'win32':
subprocess.run('clip', universal_newlines=True, input=collected_text)
elif sys.platform == 'darwin':
subprocess.run('pbcopy', universal_newlines=True, input=collected_text)
else:
subprocess.run('xclip', universal_newlines=True, input=collected_text)
except Exception as e:
print(f"Failed to copy to clipboard: {e}")
if args.stdout:
print(collected_text)
else:
final_output_path = os.path.join(os.getcwd(), args.output)
shutil.move(output_path, final_output_path)
print(f"Output saved to {final_output_path}")
finally:
shutil.rmtree(temp_dir)
if __name__ == '__main__':
main()
Contributing
We welcome contributions from the community! To contribute:
-
Fork the repository.
-
Create a new branch:
git checkout -b feature/your-feature-name
-
Commit your changes:
git commit -am 'Add a new feature'
-
Push to the branch:
git push origin feature/your-feature-name
-
Open a Pull Request.
Please read our Contributing Guidelines for more details.
License
This project is licensed under the MIT License.
Contact
- Email: morganj2k@gmail.com
- GitHub: atxtechbro
- Project Link: https://github.com/atxtechbro/siphon
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