chaoscypher-cli 0.1.0

Command-line tools for Chaos Cypher knowledge graph library

ChaosCypher CLI

Command-line tools for ChaosCypher knowledge graph library.

Installation

From PyPI (recommended)

pipx install chaoscypher-cli

Note: If pipx install chaoscypher-cli fails with "No matching distribution found", the package has not been published to PyPI yet — install from source below. The CLI also requires Python 3.14+, so pipx must run on a 3.14 interpreter.

pipx installs the CLI in an isolated environment and automatically adds it to your PATH. If you don't have pipx, install it first:

# macOS
brew install pipx

# Linux (Debian/Ubuntu)
sudo apt install pipx

# Windows
scoop install pipx

From source

git clone https://github.com/chaoscypherinc/chaoscypher.git
cd chaoscypher
# Install uv first: https://docs.astral.sh/uv/getting-started/installation/
uv sync --package chaoscypher-cli

Note: On Windows, the chaoscypher command lands in .venv\Scripts\ after uv sync. Run it via uv run chaoscypher from the repo root, or activate the venv (.venv\Scripts\activate) for a bare chaoscypher invocation.

Development install

git clone https://github.com/chaoscypherinc/chaoscypher.git
cd chaoscypher
uv sync --all-packages --extra dev   # full workspace + dev tools

Usage

# Show help
chaoscypher --help

# Create a new database
chaoscypher db create my-graph

# Add source documents
chaoscypher source add documents/

# Add with explicit upload-time options (API parity with POST /sources)
chaoscypher source add paper.pdf \
    --vision \
    --content-filtering \
    --normalize \
    --filtering-mode strict \
    --skip-duplicates

# Export knowledge graph
chaoscypher graph package export --output my-knowledge.ccx

# Import knowledge graph
chaoscypher graph package load my-knowledge.ccx

# Search the graph
chaoscypher source search "artificial intelligence"

Upload-time flags (API parity)

source add exposes the same upload-time choices the API does. Each flag persists on the source row and is preserved across recovery / retry / re-extract.

Flag	Default	API equivalent
--vision/--no-vision	--vision	enable_vision
--content-filtering/--no-content-filtering	--content-filtering	content_filtering
--normalize/--no-normalize	(file-type default — on for prose, off for CSV/JSON/XML)	enable_normalization
--filtering-mode {maximum,strict,balanced,lenient,minimal,unfiltered}	unset (resolves to balanced)	filtering_mode
--skip-duplicates	off	skip_duplicates

Run chaoscypher source add --help for the full flag list.

Features

• Graph Management: Create, delete, and manage knowledge graphs
• Data Import: Import documents (PDF, DOCX, TXT, CSV, JSON, audio, archives)
• Data Export: Export graphs as .ccx packages (CCX — Chaos Cypher eXchange)
• Search: Full-text and vector search across the knowledge graph
• Chat: Interactive AI chat with graph-grounded RAG
• Quality: Run extraction quality scoring and reports
• Benchmark: Run reproducible extraction benchmarks across models

Development

# Run tests
uv run pytest

# Format code (ruff replaces black; ruff format is the formatter)
uv run ruff format chaoscypher_cli/
uv run ruff check chaoscypher_cli/

# Type checking
mypy chaoscypher_cli/

Architecture

The CLI is a thin wrapper around the chaoscypher core library, providing:

• User-friendly command-line interface using Click
• Rich terminal output with progress bars and formatting
• Configuration management via the unified settings.yaml and CHAOSCYPHER_* environment variables (managed with chaoscypher config show/get/set/edit)
• Batch operations and scripting support

Requirements

• Python 3.14+
• chaoscypher-core>=0.1.0

License

AGPL-3.0 License - see LICENSE file for details.

Links

• ChaosCypher Core Library
• ChaosCypher Docker App
• ChaosCypher monorepo