GraphForge for Python

graphforge is the native Python binding and repository lifecycle CLI for GraphForge's Rust-owned engine.

uvx graphforge init
uvx graphforge sync --check
uvx graphforge sync \
  --idempotency-key 41414141-4141-4141-4141-414141414141
uvx graphforge export --current \
  --output .graphforge/exports/project.gfportable
uvx graphforge import \
  --input .graphforge/imports/project.gfportable \
  --idempotency-key 47474747-4747-4747-4747-474747474747
uvx graphforge checkpoint create before-refactor \
  --idempotency-key 43434343-4343-4343-4343-434343434343
uvx graphforge checkpoint list
uvx graphforge checkpoint show before-refactor
uvx graphforge checkpoint diff \
  --from before-refactor --to-current --scope all --detail summary
uvx graphforge checkpoint delete before-refactor \
  --idempotency-key 44444444-4444-4444-4444-444444444444
uvx graphforge revert before-refactor --reason "restore before refactor" \
  --idempotency-key 45454545-4545-4545-4545-454545454545 --yes
uvx graphforge remove --yes
uvx graphforge skills install
uvx graphforge skills status
uvx graphforge skills update
uvx graphforge skills remove
uvx graphforge config validate
uvx graphforge config resolve --json
uvx graphforge infra validate --target production --json

The graphforge console entry point is a thin launcher over the same native Rust CLI contract used by gf and npx @curatelabs/graphforge-cli. Use --project-dir to select a repository explicitly, --json for machine-readable results, sync --check for CI, revert --preview before restoring a checkpoint, and --yes for non-interactive destructive operations.

Repository export and import operate on a complete portable GraphForge project generation. They are not ontology-document commands. Rust owns the #236 runtime-catalog inspection, ontology suggestion, non-mutating validation, and YAML/JSON ontology-document export behavior. Python and Node expose that contract, plus durable ontology adoption and clearing, as thin #237 bindings. The repository CLI does not infer, adopt, clear, or export an ontology implicitly.

Project-local GraphForge skills are packaged in the wheel and install directly; Python does not invoke NPX or require Node.

See the GraphForge documentation for the engine and repository-integration contracts.

Project links

Data verified by PyPI on Aug 1, 2026
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  • Released:
Newer release available (0.5.2)

1 maintainer

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Avatar for David.Spencer from gravatar.com David.Spencer

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Data verified by PyPI on Aug 1, 2026
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License expression

Apache-2.0
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Requires

Python >=3.10

Provides Extra

polars

Tags

graph openCypher Arrow embedded database

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