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 2.15.1

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 2.15.1
File	Size	Uploaded
cyt_indexer_sdk-2.15.1.tar.gz	2.1 MB	Sep 17, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for cyt-indexer-sdk 2.15.1
File	Interpreter	ABI	Platform	Reset
cyt_indexer_sdk-2.15.1-cp312-abi3-win_arm64.whl 6.7 MB Sep 17, 2026	CPython 3.12	abi3	Windows ARM64	Details
cyt_indexer_sdk-2.15.1-cp312-abi3-win_amd64.whl 6.9 MB Sep 17, 2026	CPython 3.12	abi3	Windows x86-64	Details
cyt_indexer_sdk-2.15.1-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-2.15.1-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-2.15.1-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-2.15.1-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-2.15.1.tar.gz

Download URL	cyt_indexer_sdk-2.15.1.tar.gz
Size	2.1 MB
Tags	Source
SHA-256 checksum How to use checksums	`5b14c7b93b3fc38b6c36e60435d8f1dcef23b4f05e4a82f63acd07a91513bd9a`
BLAKE2b-256 checksum How to use checksums	`6e309554630f6e5854c5a1451000ce860572655eb28e1f4ea45d508218e1539a`
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/ded8aafb4f4bb0c0e74e967b591421658d36b4d6

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ded8aafb4f4bb0c0e74e967b591421658d36b4d6/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35171863034/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.1.tar.gz
SHA-256 checksum: 5b14c7b93b3fc38b6c36e60435d8f1dcef23b4f05e4a82f63acd07a91513bd9a Verifying attestations

Release files / cyt_indexer_sdk-2.15.1-cp312-abi3-win_arm64.whl

Download URL	cyt_indexer_sdk-2.15.1-cp312-abi3-win_arm64.whl
Size	6.7 MB
Tags	CPython 3.12 Windows ARM64 abi3
SHA-256 checksum How to use checksums	`9bc8036b18ecebdb7884f91dbea3236890e8119341c4ea207e67ec84434cd4e0`
BLAKE2b-256 checksum How to use checksums	`942478031cc17f31de7b9c13b021b9fc13c5a8b17478941eb5b848ed47a06f5d`
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/ded8aafb4f4bb0c0e74e967b591421658d36b4d6

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ded8aafb4f4bb0c0e74e967b591421658d36b4d6/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35171863034/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.1-cp312-abi3-win_arm64.whl
SHA-256 checksum: 9bc8036b18ecebdb7884f91dbea3236890e8119341c4ea207e67ec84434cd4e0 Verifying attestations

Release files / cyt_indexer_sdk-2.15.1-cp312-abi3-win_amd64.whl

Download URL	cyt_indexer_sdk-2.15.1-cp312-abi3-win_amd64.whl
Size	6.9 MB
Tags	CPython 3.12 Windows x86-64 abi3
SHA-256 checksum How to use checksums	`15dede8122730bf556b5a0d02e31b4bf054875dbe24e9fa104eecae038723500`
BLAKE2b-256 checksum How to use checksums	`c28b49fd8b3d74d7b23a44dd2c1ee45d5b3abfafe80463f3687c05725162c2b8`
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/ded8aafb4f4bb0c0e74e967b591421658d36b4d6

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ded8aafb4f4bb0c0e74e967b591421658d36b4d6/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35171863034/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.1-cp312-abi3-win_amd64.whl
SHA-256 checksum: 15dede8122730bf556b5a0d02e31b4bf054875dbe24e9fa104eecae038723500 Verifying attestations

Release files / cyt_indexer_sdk-2.15.1-cp312-abi3-manylinux_2_28_x86_64.whl

Download URL	cyt_indexer_sdk-2.15.1-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	`ea71f5d38e53cdb1731f52fc9d541d71fa2d4d9951035555791fffbc2154ad12`
BLAKE2b-256 checksum How to use checksums	`0f3595b2e3eea57c7dc45c5b9475f4d980f251ff5c6ecefd115b4a2cf0eb948e`
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/ded8aafb4f4bb0c0e74e967b591421658d36b4d6

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ded8aafb4f4bb0c0e74e967b591421658d36b4d6/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35171863034/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.1-cp312-abi3-manylinux_2_28_x86_64.whl
SHA-256 checksum: ea71f5d38e53cdb1731f52fc9d541d71fa2d4d9951035555791fffbc2154ad12 Verifying attestations

Release files / cyt_indexer_sdk-2.15.1-cp312-abi3-manylinux_2_28_aarch64.whl

Download URL	cyt_indexer_sdk-2.15.1-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	`6c3b906622b99e2842b902b6c5c36213e336e62796dfa9abee46c5992c568191`
BLAKE2b-256 checksum How to use checksums	`3e74ed2696b43b360d9d6b5d675f256a61e3e47da96ff73bbccfbc1d171c6d64`
Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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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/ded8aafb4f4bb0c0e74e967b591421658d36b4d6

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ded8aafb4f4bb0c0e74e967b591421658d36b4d6/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35171863034/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.1-cp312-abi3-manylinux_2_28_aarch64.whl
SHA-256 checksum: 6c3b906622b99e2842b902b6c5c36213e336e62796dfa9abee46c5992c568191 Verifying attestations

Release files / cyt_indexer_sdk-2.15.1-cp312-abi3-macosx_11_0_arm64.whl

Download URL	cyt_indexer_sdk-2.15.1-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	`8a1e75324a1db5005529f3f3116a2ce64e783b2fe5696a3ffdd5cd60d54a7605`
BLAKE2b-256 checksum How to use checksums	`c8926121edd91dcab996ce02a86d19c9bb1c0e52cde2efb87bf491a11fdd548d`
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/ded8aafb4f4bb0c0e74e967b591421658d36b4d6

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ded8aafb4f4bb0c0e74e967b591421658d36b4d6/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35171863034/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.1-cp312-abi3-macosx_11_0_arm64.whl
SHA-256 checksum: 8a1e75324a1db5005529f3f3116a2ce64e783b2fe5696a3ffdd5cd60d54a7605 Verifying attestations

Release files / cyt_indexer_sdk-2.15.1-cp312-abi3-macosx_10_13_universal2.whl

Download URL	cyt_indexer_sdk-2.15.1-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	`0d27096bb231feb636ca129cef292ca15bd7305ef48e50f022b46aecbe005c4d`
BLAKE2b-256 checksum How to use checksums	`190f628c84c8830b7a1e7cf11a647225bbd5cffb54efb5b09d041c06844c4208`
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/ded8aafb4f4bb0c0e74e967b591421658d36b4d6

Workflow

Publishing configuration: github.com/qdrddr/clear-your-tools/blob/ded8aafb4f4bb0c0e74e967b591421658d36b4d6/.github/workflows/publish-pypi-sdk.yml
Publishing logs: github.com/qdrddr/clear-your-tools/actions/runs/35171863034/attempts/1

Artifact

Subject: cyt_indexer_sdk-2.15.1-cp312-abi3-macosx_10_13_universal2.whl
SHA-256 checksum: 0d27096bb231feb636ca129cef292ca15bd7305ef48e50f022b46aecbe005c4d Verifying attestations