ChaosCypher CLI
Command-line tools for ChaosCypher knowledge graph library.
Installation
From PyPI (recommended)
pipx install chaoscypher-cli
Note: The CLI requires Python 3.14+, so pipx must run on a 3.14 interpreter (
pipx install --python python3.14 chaoscypher-cliif 3.14 isn't your default).
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
chaoscyphercommand lands in.venv\Scripts\afteruv sync. Run it viauv run chaoscypherfrom the repo root, or activate the venv (.venv\Scripts\activate) for a barechaoscypherinvocation.
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
# Mount a package for an MCP client (pull + import + serve over stdio)
chaoscypher mount 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
.ccxpackages (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
From the repo root:
# Run tests
uv run pytest packages/cli/tests --import-mode=importlib
# Format code (ruff replaces black; ruff format is the formatter)
uv run ruff format packages/cli
uv run ruff check packages/cli
# Type checking
uv run mypy packages/cli/src
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.yamlandCHAOSCYPHER_*environment variables (managed withchaoscypher 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
Metadata
Release files for chaoscypher-cli 0.7.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| chaoscypher_cli-0.7.0.tar.gz | 752.8 kB | With provenance | Details for chaoscypher_cli-0.7.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| chaoscypher_cli-0.7.0-py3-none-any.whl | Python 3 | none | any | Details for chaoscypher_cli-0.7.0-py3-none-any.whl |
Total release size: 1.3 MB
Release files / chaoscypher_cli-0.7.0.tar.gz
| Download URL | chaoscypher_cli-0.7.0.tar.gz |
|---|---|
| Size | 752.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
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PyPI Publish Attestation
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Signed by GitHub Actions, verified by PyPI on Nov 5, 2026.
Transparency logRelease files / chaoscypher_cli-0.7.0-py3-none-any.whl
| Download URL | chaoscypher_cli-0.7.0-py3-none-any.whl |
|---|---|
| Size | 594.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
02ca3f46f085f06184ca6b5479a5fe1e23d86e8cb75fea7c9423310022882a81
|
|
BLAKE2b-256 checksum How to use checksums |
7b0d61dd75098bd145045d368f406b4a96f0cd88f1036e99431b73a6417c831e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.16
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 5, 2026.
Transparency logSecurity for chaoscypher-cli 0.7.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
Full provenance
Both files in this release have been uploaded with provenance metadata.
Attestation for chaoscypher_cli-0.7.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 5, 2026.
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