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 2.15.2

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 2.15.2
File	Size	Uploaded
cyt_indexer_sdk-2.15.2.tar.gz	2.1 MB	Sep 17, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for cyt-indexer-sdk 2.15.2
File	Interpreter	ABI	Platform	Reset
cyt_indexer_sdk-2.15.2-cp312-abi3-win_arm64.whl 6.7 MB Sep 17, 2026	CPython 3.12	abi3	Windows ARM64	Details
cyt_indexer_sdk-2.15.2-cp312-abi3-win_amd64.whl 6.9 MB Sep 17, 2026	CPython 3.12	abi3	Windows x86-64	Details
cyt_indexer_sdk-2.15.2-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-2.15.2-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-2.15.2-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-2.15.2-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-2.15.2.tar.gz

Download URL	cyt_indexer_sdk-2.15.2.tar.gz
Size	2.1 MB
Tags	Source
SHA-256 checksum How to use checksums	`0bec7d264aeffa8d464f981f5c88b05d28cf0026512eb1404ba05518c368bb22`
BLAKE2b-256 checksum How to use checksums	`6d8fe72f6eec40d4bf8e087c113c7eb64a9f4f970ba0054885f39bd87906a67a`
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/ad11ce58e4b01ab4c99ec21e304c21b22e213d29

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ad11ce58e4b01ab4c99ec21e304c21b22e213d29/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35173453279/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.2.tar.gz
SHA-256 checksum: 0bec7d264aeffa8d464f981f5c88b05d28cf0026512eb1404ba05518c368bb22 Verifying attestations

Release files / cyt_indexer_sdk-2.15.2-cp312-abi3-win_arm64.whl

Download URL	cyt_indexer_sdk-2.15.2-cp312-abi3-win_arm64.whl
Size	6.7 MB
Tags	CPython 3.12 Windows ARM64 abi3
SHA-256 checksum How to use checksums	`df4ed0f536edc513939bae178441a3858ce162cd29ce3857bd1ae38645578ca8`
BLAKE2b-256 checksum How to use checksums	`1c844157e235b57f02ad58b5ac2567ad6527545177a64ff1a39c6d3b0579b4ab`
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/ad11ce58e4b01ab4c99ec21e304c21b22e213d29

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ad11ce58e4b01ab4c99ec21e304c21b22e213d29/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35173453279/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.2-cp312-abi3-win_arm64.whl
SHA-256 checksum: df4ed0f536edc513939bae178441a3858ce162cd29ce3857bd1ae38645578ca8 Verifying attestations

Release files / cyt_indexer_sdk-2.15.2-cp312-abi3-win_amd64.whl

Download URL	cyt_indexer_sdk-2.15.2-cp312-abi3-win_amd64.whl
Size	6.9 MB
Tags	CPython 3.12 Windows x86-64 abi3
SHA-256 checksum How to use checksums	`a181b8542c24c0fd7e7e49d5b7be5c516b001f4e8cee579db85c977c912c9edb`
BLAKE2b-256 checksum How to use checksums	`e3cb9771a04f478da9ad998d27622f7267bdadff952f990e6ac2bb360434a60d`
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/ad11ce58e4b01ab4c99ec21e304c21b22e213d29

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ad11ce58e4b01ab4c99ec21e304c21b22e213d29/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35173453279/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.2-cp312-abi3-win_amd64.whl
SHA-256 checksum: a181b8542c24c0fd7e7e49d5b7be5c516b001f4e8cee579db85c977c912c9edb Verifying attestations

Release files / cyt_indexer_sdk-2.15.2-cp312-abi3-manylinux_2_28_x86_64.whl

Download URL	cyt_indexer_sdk-2.15.2-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	`6e5c489a6806401dcfcc7b29ec4a8a17022c7b61283a79578e32a413198e284e`
BLAKE2b-256 checksum How to use checksums	`c5e4a0acd2e0da61d203c07a249149c20d1c9b8367ef837da4c81fd2238fa6a8`
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/ad11ce58e4b01ab4c99ec21e304c21b22e213d29

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ad11ce58e4b01ab4c99ec21e304c21b22e213d29/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35173453279/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.2-cp312-abi3-manylinux_2_28_x86_64.whl
SHA-256 checksum: 6e5c489a6806401dcfcc7b29ec4a8a17022c7b61283a79578e32a413198e284e Verifying attestations

Release files / cyt_indexer_sdk-2.15.2-cp312-abi3-manylinux_2_28_aarch64.whl

Download URL	cyt_indexer_sdk-2.15.2-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	`4b6f5e73210c5ca232b9e2d4b9194d125598f21556618aade0760bae03aa8405`
BLAKE2b-256 checksum How to use checksums	`ddc3f9c23931a4988e76dc1b16508fd1869230fab1e31ca25ffacf954b7f637a`
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/ad11ce58e4b01ab4c99ec21e304c21b22e213d29

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ad11ce58e4b01ab4c99ec21e304c21b22e213d29/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35173453279/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.2-cp312-abi3-manylinux_2_28_aarch64.whl
SHA-256 checksum: 4b6f5e73210c5ca232b9e2d4b9194d125598f21556618aade0760bae03aa8405 Verifying attestations

Release files / cyt_indexer_sdk-2.15.2-cp312-abi3-macosx_11_0_arm64.whl

Download URL	cyt_indexer_sdk-2.15.2-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	`7967daa40aecea8adb86d308ad888272bfb3eb8067311e8ce64dbdf25d9fd16b`
BLAKE2b-256 checksum How to use checksums	`2b845c2db118a15987608f87fc27a82add30ab1beffae22b400686cfe0827292`
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/ad11ce58e4b01ab4c99ec21e304c21b22e213d29

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ad11ce58e4b01ab4c99ec21e304c21b22e213d29/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35173453279/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.2-cp312-abi3-macosx_11_0_arm64.whl
SHA-256 checksum: 7967daa40aecea8adb86d308ad888272bfb3eb8067311e8ce64dbdf25d9fd16b Verifying attestations

Release files / cyt_indexer_sdk-2.15.2-cp312-abi3-macosx_10_13_universal2.whl

Download URL	cyt_indexer_sdk-2.15.2-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	`5b1c1c674e8fc47cd307e7d62240c03222a03d559904475d640c599620423478`
BLAKE2b-256 checksum How to use checksums	`839e1e36b634aa32a284f60459d21acf32c4350f445c11e078abd2b4a8a177cf`
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/ad11ce58e4b01ab4c99ec21e304c21b22e213d29

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ad11ce58e4b01ab4c99ec21e304c21b22e213d29/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35173453279/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.2-cp312-abi3-macosx_10_13_universal2.whl
SHA-256 checksum: 5b1c1c674e8fc47cd307e7d62240c03222a03d559904475d640c599620423478 Verifying attestations