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 2.15.0

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 2.15.0
File	Size	Uploaded
cyt_indexer_sdk-2.15.0.tar.gz	2.1 MB	Sep 17, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for cyt-indexer-sdk 2.15.0
File	Interpreter	ABI	Platform	Reset
cyt_indexer_sdk-2.15.0-cp312-abi3-win_arm64.whl 6.7 MB Sep 17, 2026	CPython 3.12	abi3	Windows ARM64	Details
cyt_indexer_sdk-2.15.0-cp312-abi3-win_amd64.whl 6.9 MB Sep 17, 2026	CPython 3.12	abi3	Windows x86-64	Details
cyt_indexer_sdk-2.15.0-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-2.15.0-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-2.15.0-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-2.15.0-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-2.15.0.tar.gz

Download URL	cyt_indexer_sdk-2.15.0.tar.gz
Size	2.1 MB
Tags	Source
SHA-256 checksum How to use checksums	`74ff5ca818d6c21160d04258bf14e208f96cbdde0f0b5a40e9c7ad37209c4bd9`
BLAKE2b-256 checksum How to use checksums	`238838f8317ed79dac87df302c832b2a9e53a35b4415e09bb7df834da007df9c`
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

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/qdrddr/clear-your-tools
Publishing commit: github.com/qdrddr/clear-your-tools/tree/0d4b833123cddd1e99eee5a0bdbe051a2d290611

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/0d4b833123cddd1e99eee5a0bdbe051a2d290611/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35164155143/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.0.tar.gz
SHA-256 checksum: 74ff5ca818d6c21160d04258bf14e208f96cbdde0f0b5a40e9c7ad37209c4bd9 Verifying attestations

Release files / cyt_indexer_sdk-2.15.0-cp312-abi3-win_arm64.whl

Download URL	cyt_indexer_sdk-2.15.0-cp312-abi3-win_arm64.whl
Size	6.7 MB
Tags	CPython 3.12 Windows ARM64 abi3
SHA-256 checksum How to use checksums	`de85106c37fc6118b1a1928cb85bc1df721ac19dbb7bbe90676a8f5ba00ebf25`
BLAKE2b-256 checksum How to use checksums	`52cb9d7676582e631461206f69beae64a2c212bd013bbed5253517f3170c2d13`
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/0d4b833123cddd1e99eee5a0bdbe051a2d290611

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/0d4b833123cddd1e99eee5a0bdbe051a2d290611/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35164155143/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.0-cp312-abi3-win_arm64.whl
SHA-256 checksum: de85106c37fc6118b1a1928cb85bc1df721ac19dbb7bbe90676a8f5ba00ebf25 Verifying attestations

Release files / cyt_indexer_sdk-2.15.0-cp312-abi3-win_amd64.whl

Download URL	cyt_indexer_sdk-2.15.0-cp312-abi3-win_amd64.whl
Size	6.9 MB
Tags	CPython 3.12 Windows x86-64 abi3
SHA-256 checksum How to use checksums	`2f9cffb91fcda1f21996ad9a5d6869f9405f70a1bcf04fb0fce5ead7e938b560`
BLAKE2b-256 checksum How to use checksums	`28bbfbc7180f320b9dfde2514512a47b2e9fbea809791688919efa2824376491`
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/0d4b833123cddd1e99eee5a0bdbe051a2d290611

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/0d4b833123cddd1e99eee5a0bdbe051a2d290611/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35164155143/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.0-cp312-abi3-win_amd64.whl
SHA-256 checksum: 2f9cffb91fcda1f21996ad9a5d6869f9405f70a1bcf04fb0fce5ead7e938b560 Verifying attestations

Release files / cyt_indexer_sdk-2.15.0-cp312-abi3-manylinux_2_28_x86_64.whl

Download URL	cyt_indexer_sdk-2.15.0-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	`20cf5bbb98e2189c5c4d1c6f8457acd72a7cfe71e732f140a83d60557e6b3909`
BLAKE2b-256 checksum How to use checksums	`3eeb1270eb4ac5f3ee2f69f4cac671caa2d67b8ec38c4adb1294e678669ef0fc`
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/0d4b833123cddd1e99eee5a0bdbe051a2d290611

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/0d4b833123cddd1e99eee5a0bdbe051a2d290611/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35164155143/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.0-cp312-abi3-manylinux_2_28_x86_64.whl
SHA-256 checksum: 20cf5bbb98e2189c5c4d1c6f8457acd72a7cfe71e732f140a83d60557e6b3909 Verifying attestations

Release files / cyt_indexer_sdk-2.15.0-cp312-abi3-manylinux_2_28_aarch64.whl

Download URL	cyt_indexer_sdk-2.15.0-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	`4ec72454e014249c54d74fd0f7362fbcd90955135b25f3fde62251d99020302d`
BLAKE2b-256 checksum How to use checksums	`7c096f4dbb28aa26d205469ecaf16995b3b14e8e608c634e9f5bebd9217911dc`
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/0d4b833123cddd1e99eee5a0bdbe051a2d290611

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/0d4b833123cddd1e99eee5a0bdbe051a2d290611/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35164155143/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.0-cp312-abi3-manylinux_2_28_aarch64.whl
SHA-256 checksum: 4ec72454e014249c54d74fd0f7362fbcd90955135b25f3fde62251d99020302d Verifying attestations

Release files / cyt_indexer_sdk-2.15.0-cp312-abi3-macosx_11_0_arm64.whl

Download URL	cyt_indexer_sdk-2.15.0-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	`be54a22d3679213a936d31a790824ce9d64c9c6c7941fedd99698ad292455043`
BLAKE2b-256 checksum How to use checksums	`e0dc8e49fcc1160bd9fd6e9c556341e23906c4f571621dd7f9484c6ca8c92db8`
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/0d4b833123cddd1e99eee5a0bdbe051a2d290611

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/0d4b833123cddd1e99eee5a0bdbe051a2d290611/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35164155143/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.0-cp312-abi3-macosx_11_0_arm64.whl
SHA-256 checksum: be54a22d3679213a936d31a790824ce9d64c9c6c7941fedd99698ad292455043 Verifying attestations

Release files / cyt_indexer_sdk-2.15.0-cp312-abi3-macosx_10_13_universal2.whl

Download URL	cyt_indexer_sdk-2.15.0-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	`a310f0fa690425c35e67ae3e9106bcfea135a3d52eb0cd35aa557d9ba8a97b3d`
BLAKE2b-256 checksum How to use checksums	`d80a29674e4e8e7e36c19cd4910b4290f42641a70c9c7af541833088bb1ff57a`
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/0d4b833123cddd1e99eee5a0bdbe051a2d290611

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/0d4b833123cddd1e99eee5a0bdbe051a2d290611/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35164155143/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.0-cp312-abi3-macosx_10_13_universal2.whl
SHA-256 checksum: a310f0fa690425c35e67ae3e9106bcfea135a3d52eb0cd35aa557d9ba8a97b3d Verifying attestations