cyt-indexer-sdk

Python bindings for the cyt-indexer Rust library.

Platforms supported: Linux/Windows11/macOS CPU Architectures: x86/ARM

Development

cd sdk/python
uv sync
uv run maturin develop --release

Usage

from cyt_indexer import (
    PolicyContext,
    apply_tool_kind,
    build_catalog_from_tools,
    coordinate_bm25_prune,
    load_catalog,
    removed_chunks,
    retrieve_tools,
    scoring_policy_context,
)

full = load_catalog(".catalog")
surviving = ...  # survivors.json
removed = removed_chunks(full, surviving)

ctx = PolicyContext("prune_optional", "prune_all")
apply_tool_kind(ctx, "mcp")
scoring = scoring_policy_context(ctx)

result = coordinate_bm25_prune([], full, full, index, "query", scoring, ctx)

ensure_skills_registry accepts filesystem paths or inline hook/client payloads:

ensure_skills_registry(
    [{"path": "/virtual/skill.md", "content": "---\nname: x\n---\nBody", "content_sha256": "..."}],
    catalog_root,
    pageindex_config,
    pipeline,
    index_params_hash,
)

Release files for cyt-indexer-sdk 2.15.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for cyt-indexer-sdk 2.15.4
File	Size	Uploaded
cyt_indexer_sdk-2.15.4.tar.gz	2.1 MB	Sep 17, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for cyt-indexer-sdk 2.15.4
File	Interpreter	ABI	Platform	Reset
cyt_indexer_sdk-2.15.4-cp312-abi3-win_arm64.whl 6.7 MB Sep 17, 2026	CPython 3.12	abi3	Windows ARM64	Details
cyt_indexer_sdk-2.15.4-cp312-abi3-win_amd64.whl 6.9 MB Sep 17, 2026	CPython 3.12	abi3	Windows x86-64	Details
cyt_indexer_sdk-2.15.4-cp312-abi3-manylinux_2_28_x86_64.whl 7.4 MB Sep 17, 2026	CPython 3.12	abi3	Linux glibc 2.28+ x86-64	Details
cyt_indexer_sdk-2.15.4-cp312-abi3-manylinux_2_28_aarch64.whl 7.4 MB Sep 17, 2026	CPython 3.12	abi3	Linux glibc 2.28+ ARM64	Details
cyt_indexer_sdk-2.15.4-cp312-abi3-macosx_11_0_arm64.whl 6.8 MB Sep 17, 2026	CPython 3.12	abi3	macOS 11.0+ ARM64	Details
cyt_indexer_sdk-2.15.4-cp312-abi3-macosx_10_13_universal2.whl 13.9 MB Sep 17, 2026	CPython 3.12	abi3	macOS 10.13+ universal2 (ARM64, x86-64)	Details

Total release size: 51.2 MB

Release files / cyt_indexer_sdk-2.15.4.tar.gz

Download URL	cyt_indexer_sdk-2.15.4.tar.gz
Size	2.1 MB
Tags	Source
SHA-256 checksum How to use checksums	`d5a68db0046ab87d2adbe085fe489d07975d2d420b7f1d2c5697bee637b518c6`
BLAKE2b-256 checksum How to use checksums	`659cac02561f100ad719f1d5d6b7a46515eda357f3ae52d3b34d99ad075db4c5`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/qdrddr/clear-your-tools
Publishing commit: github.com/qdrddr/clear-your-tools/tree/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35218377490/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.4.tar.gz
SHA-256 checksum: d5a68db0046ab87d2adbe085fe489d07975d2d420b7f1d2c5697bee637b518c6 Verifying attestations

Release files / cyt_indexer_sdk-2.15.4-cp312-abi3-win_arm64.whl

Download URL	cyt_indexer_sdk-2.15.4-cp312-abi3-win_arm64.whl
Size	6.7 MB
Tags	CPython 3.12 Windows ARM64 abi3
SHA-256 checksum How to use checksums	`7eb62fe065070f9d1b6c87af05fc7dc88d646b7328b7b63a4cade4f353664a3f`
BLAKE2b-256 checksum How to use checksums	`89876a952fcc8a8a4ea5d7b46b203ca3f54a96d0c7e31a98d90b867c748edb49`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/qdrddr/clear-your-tools
Publishing commit: github.com/qdrddr/clear-your-tools/tree/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35218377490/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.4-cp312-abi3-win_arm64.whl
SHA-256 checksum: 7eb62fe065070f9d1b6c87af05fc7dc88d646b7328b7b63a4cade4f353664a3f Verifying attestations

Release files / cyt_indexer_sdk-2.15.4-cp312-abi3-win_amd64.whl

Download URL	cyt_indexer_sdk-2.15.4-cp312-abi3-win_amd64.whl
Size	6.9 MB
Tags	CPython 3.12 Windows x86-64 abi3
SHA-256 checksum How to use checksums	`1c0bac5b06cddb3ed8c5071fb798ac04e0f99d3d29c7bfd384c2d524381e3af3`
BLAKE2b-256 checksum How to use checksums	`4e9eca0d27902023d98fcae1c3298df920f19a1375979abf2464da76e99afaf9`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/qdrddr/clear-your-tools
Publishing commit: github.com/qdrddr/clear-your-tools/tree/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35218377490/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.4-cp312-abi3-win_amd64.whl
SHA-256 checksum: 1c0bac5b06cddb3ed8c5071fb798ac04e0f99d3d29c7bfd384c2d524381e3af3 Verifying attestations

Release files / cyt_indexer_sdk-2.15.4-cp312-abi3-manylinux_2_28_x86_64.whl

Download URL	cyt_indexer_sdk-2.15.4-cp312-abi3-manylinux_2_28_x86_64.whl
Size	7.4 MB
Tags	CPython 3.12 Linux glibc 2.28+ x86-64 abi3
SHA-256 checksum How to use checksums	`8c7e5ee8e2781459a70228dda65913ae34de0a02e5e2a689a3711a539407c94c`
BLAKE2b-256 checksum How to use checksums	`11e5ca6d3a5fe614db2660158da92f869388e31b6087dfcab6000b163940ced7`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/qdrddr/clear-your-tools
Publishing commit: github.com/qdrddr/clear-your-tools/tree/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35218377490/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.4-cp312-abi3-manylinux_2_28_x86_64.whl
SHA-256 checksum: 8c7e5ee8e2781459a70228dda65913ae34de0a02e5e2a689a3711a539407c94c Verifying attestations

Release files / cyt_indexer_sdk-2.15.4-cp312-abi3-manylinux_2_28_aarch64.whl

Download URL	cyt_indexer_sdk-2.15.4-cp312-abi3-manylinux_2_28_aarch64.whl
Size	7.4 MB
Tags	CPython 3.12 Linux glibc 2.28+ ARM64 abi3
SHA-256 checksum How to use checksums	`615c4964042f85a6a9a2bb36c45b92a94f5c541880374093e636abd915cd642a`
BLAKE2b-256 checksum How to use checksums	`648a44c4978556f134f527db23c21b834fe1ee5118bccc8cc23c5bd4899d4f92`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/qdrddr/clear-your-tools
Publishing commit: github.com/qdrddr/clear-your-tools/tree/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35218377490/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.4-cp312-abi3-manylinux_2_28_aarch64.whl
SHA-256 checksum: 615c4964042f85a6a9a2bb36c45b92a94f5c541880374093e636abd915cd642a Verifying attestations

Release files / cyt_indexer_sdk-2.15.4-cp312-abi3-macosx_11_0_arm64.whl

Download URL	cyt_indexer_sdk-2.15.4-cp312-abi3-macosx_11_0_arm64.whl
Size	6.8 MB
Tags	CPython 3.12 abi3 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`510f3d890f8a2c1916a975c934636da2415f3809ce15a30ddf7b048ade334a4e`
BLAKE2b-256 checksum How to use checksums	`ede47630a2c877d5e9a6998fa04f72852b4e11819ccc63653945031b8c36911f`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/qdrddr/clear-your-tools
Publishing commit: github.com/qdrddr/clear-your-tools/tree/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35218377490/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.4-cp312-abi3-macosx_11_0_arm64.whl
SHA-256 checksum: 510f3d890f8a2c1916a975c934636da2415f3809ce15a30ddf7b048ade334a4e Verifying attestations

Release files / cyt_indexer_sdk-2.15.4-cp312-abi3-macosx_10_13_universal2.whl

Download URL	cyt_indexer_sdk-2.15.4-cp312-abi3-macosx_10_13_universal2.whl
Size	13.9 MB
Tags	CPython 3.12 abi3 macOS 10.13+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`4ccf8549474cae4ddcd3bb72b34658df8eee6f282bd08436fdf489fc902381c4`
BLAKE2b-256 checksum How to use checksums	`e0fa8dc55e734af38fe3a15286fad8668a4b73454264e139aefdec8d5bfcfad9`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/qdrddr/clear-your-tools
Publishing commit: github.com/qdrddr/clear-your-tools/tree/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/f49558dcdaf43395f7f1d39b11aa0c9dbbddf548/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35218377490/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.4-cp312-abi3-macosx_10_13_universal2.whl
SHA-256 checksum: 4ccf8549474cae4ddcd3bb72b34658df8eee6f282bd08436fdf489fc902381c4 Verifying attestations