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,
)
1 maintainer
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
cyt_indexer_sdk-2.9.0.tar.gz
(2.1 MB
view details)
Built Distributions
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file cyt_indexer_sdk-2.9.0.tar.gz.
File metadata
- Download URL: cyt_indexer_sdk-2.9.0.tar.gz
- Upload date:
- Size: 2.1 MB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
375b871dbf24acb59602e2655ca973221ae1e1729844d95f737f46df11e414e6
|
|
| MD5 |
adc558c0d3b9d7d96f1dc094f9ccaaee
|
|
| BLAKE2b-256 |
6ce76fb7870d3e5e2b88c5f57fe70d567b6786b1cbeac22fca4219d7314839e5
|
Provenance
The following attestation bundles were made for cyt_indexer_sdk-2.9.0.tar.gz:
Publisher:
publish-pypi-sdk.yml on qdrddr/clear-your-tools
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
cyt_indexer_sdk-2.9.0.tar.gz -
Subject digest:
375b871dbf24acb59602e2655ca973221ae1e1729844d95f737f46df11e414e6 - Sigstore transparency entry: 2338174068
- Sigstore integration time:
-
Permalink:
qdrddr/clear-your-tools@2327a58b423e095aef1bce16ed0aca2c860001aa -
Branch / Tag:
refs/heads/main - Owner: https://github.com/qdrddr
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi-sdk.yml@2327a58b423e095aef1bce16ed0aca2c860001aa -
Trigger Event:
workflow_run
-
Statement type:
File details
Details for the file cyt_indexer_sdk-2.9.0-cp312-abi3-win_arm64.whl.
File metadata
- Download URL: cyt_indexer_sdk-2.9.0-cp312-abi3-win_arm64.whl
- Upload date:
- Size: 6.7 MB
- Tags: CPython 3.12+, Windows ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
bd6f899e6ad27764ce683608257bc09c7211a5c5735ea5bc6660bda5a37a29e4
|
|
| MD5 |
7871126e70f1ac2ab1577624fd298b61
|
|
| BLAKE2b-256 |
70e9d7c8ff7d8a4153434bd8757f1157d183530e59395632d44c5d82dca1fc08
|
Provenance
The following attestation bundles were made for cyt_indexer_sdk-2.9.0-cp312-abi3-win_arm64.whl:
Publisher:
publish-pypi-sdk.yml on qdrddr/clear-your-tools
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
cyt_indexer_sdk-2.9.0-cp312-abi3-win_arm64.whl -
Subject digest:
bd6f899e6ad27764ce683608257bc09c7211a5c5735ea5bc6660bda5a37a29e4 - Sigstore transparency entry: 2338174085
- Sigstore integration time:
-
Permalink:
qdrddr/clear-your-tools@2327a58b423e095aef1bce16ed0aca2c860001aa -
Branch / Tag:
refs/heads/main - Owner: https://github.com/qdrddr
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi-sdk.yml@2327a58b423e095aef1bce16ed0aca2c860001aa -
Trigger Event:
workflow_run
-
Statement type:
File details
Details for the file cyt_indexer_sdk-2.9.0-cp312-abi3-win_amd64.whl.
File metadata
- Download URL: cyt_indexer_sdk-2.9.0-cp312-abi3-win_amd64.whl
- Upload date:
- Size: 6.9 MB
- Tags: CPython 3.12+, Windows x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
56bb01f6b93ab76ec5335b13eadc6775ca462e864a0800755e746c69922a732d
|
|
| MD5 |
07b92196c794f78fb6c07a3a86bb034c
|
|
| BLAKE2b-256 |
55c6cd01d623beab06b06932a8558d24df9df717de232a53e1e6b331b15060c9
|
Provenance
The following attestation bundles were made for cyt_indexer_sdk-2.9.0-cp312-abi3-win_amd64.whl:
Publisher:
publish-pypi-sdk.yml on qdrddr/clear-your-tools
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
cyt_indexer_sdk-2.9.0-cp312-abi3-win_amd64.whl -
Subject digest:
56bb01f6b93ab76ec5335b13eadc6775ca462e864a0800755e746c69922a732d - Sigstore transparency entry: 2338174087
- Sigstore integration time:
-
Permalink:
qdrddr/clear-your-tools@2327a58b423e095aef1bce16ed0aca2c860001aa -
Branch / Tag:
refs/heads/main - Owner: https://github.com/qdrddr
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi-sdk.yml@2327a58b423e095aef1bce16ed0aca2c860001aa -
Trigger Event:
workflow_run
-
Statement type:
File details
Details for the file cyt_indexer_sdk-2.9.0-cp312-abi3-manylinux_2_28_x86_64.whl.
File metadata
- Download URL: cyt_indexer_sdk-2.9.0-cp312-abi3-manylinux_2_28_x86_64.whl
- Upload date:
- Size: 7.4 MB
- Tags: CPython 3.12+, manylinux: glibc 2.28+ x86-64
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
3ee7da73262233583424c92dd45c123a579cb0a27ab4db1c7fee15bfcd64210f
|
|
| MD5 |
462bb260f6a5fac29a24da8cb090ba09
|
|
| BLAKE2b-256 |
d7d68e56e3508e190a31cc600e48db8d422949b49b7f5552f052396478b91566
|
Provenance
The following attestation bundles were made for cyt_indexer_sdk-2.9.0-cp312-abi3-manylinux_2_28_x86_64.whl:
Publisher:
publish-pypi-sdk.yml on qdrddr/clear-your-tools
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
cyt_indexer_sdk-2.9.0-cp312-abi3-manylinux_2_28_x86_64.whl -
Subject digest:
3ee7da73262233583424c92dd45c123a579cb0a27ab4db1c7fee15bfcd64210f - Sigstore transparency entry: 2338174081
- Sigstore integration time:
-
Permalink:
qdrddr/clear-your-tools@2327a58b423e095aef1bce16ed0aca2c860001aa -
Branch / Tag:
refs/heads/main - Owner: https://github.com/qdrddr
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi-sdk.yml@2327a58b423e095aef1bce16ed0aca2c860001aa -
Trigger Event:
workflow_run
-
Statement type:
File details
Details for the file cyt_indexer_sdk-2.9.0-cp312-abi3-manylinux_2_28_aarch64.whl.
File metadata
- Download URL: cyt_indexer_sdk-2.9.0-cp312-abi3-manylinux_2_28_aarch64.whl
- Upload date:
- Size: 7.4 MB
- Tags: CPython 3.12+, manylinux: glibc 2.28+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a44629a4d886c81c8360d9b3bf918ba914b10b72d40df5c02686a6392a51ef1d
|
|
| MD5 |
2f48f3688e60b50897f96fcb99697cf9
|
|
| BLAKE2b-256 |
277aa07233b3f577085ce4ce9c5dd1da7a0c7e23f713e4f7e23095eccfaa59d5
|
Provenance
The following attestation bundles were made for cyt_indexer_sdk-2.9.0-cp312-abi3-manylinux_2_28_aarch64.whl:
Publisher:
publish-pypi-sdk.yml on qdrddr/clear-your-tools
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
cyt_indexer_sdk-2.9.0-cp312-abi3-manylinux_2_28_aarch64.whl -
Subject digest:
a44629a4d886c81c8360d9b3bf918ba914b10b72d40df5c02686a6392a51ef1d - Sigstore transparency entry: 2338174100
- Sigstore integration time:
-
Permalink:
qdrddr/clear-your-tools@2327a58b423e095aef1bce16ed0aca2c860001aa -
Branch / Tag:
refs/heads/main - Owner: https://github.com/qdrddr
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi-sdk.yml@2327a58b423e095aef1bce16ed0aca2c860001aa -
Trigger Event:
workflow_run
-
Statement type:
File details
Details for the file cyt_indexer_sdk-2.9.0-cp312-abi3-macosx_11_0_arm64.whl.
File metadata
- Download URL: cyt_indexer_sdk-2.9.0-cp312-abi3-macosx_11_0_arm64.whl
- Upload date:
- Size: 6.8 MB
- Tags: CPython 3.12+, macOS 11.0+ ARM64
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6845c683bfa602a027ce9dfdcdcfa87f28311856a20765a3fe9bbac66457a1e7
|
|
| MD5 |
267022fe03ee866d5bbf5d6570382be4
|
|
| BLAKE2b-256 |
fee1ec3c2e13b4fc5e59e6d6376497c1ebf154becc5e5279a701f6b1d8006040
|
Provenance
The following attestation bundles were made for cyt_indexer_sdk-2.9.0-cp312-abi3-macosx_11_0_arm64.whl:
Publisher:
publish-pypi-sdk.yml on qdrddr/clear-your-tools
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
cyt_indexer_sdk-2.9.0-cp312-abi3-macosx_11_0_arm64.whl -
Subject digest:
6845c683bfa602a027ce9dfdcdcfa87f28311856a20765a3fe9bbac66457a1e7 - Sigstore transparency entry: 2338174094
- Sigstore integration time:
-
Permalink:
qdrddr/clear-your-tools@2327a58b423e095aef1bce16ed0aca2c860001aa -
Branch / Tag:
refs/heads/main - Owner: https://github.com/qdrddr
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi-sdk.yml@2327a58b423e095aef1bce16ed0aca2c860001aa -
Trigger Event:
workflow_run
-
Statement type:
File details
Details for the file cyt_indexer_sdk-2.9.0-cp312-abi3-macosx_10_13_universal2.whl.
File metadata
- Download URL: cyt_indexer_sdk-2.9.0-cp312-abi3-macosx_10_13_universal2.whl
- Upload date:
- Size: 13.9 MB
- Tags: CPython 3.12+, macOS 10.13+ universal2 (ARM64, x86-64)
- Uploaded using Trusted Publishing? Yes
- Uploaded via:
twine/7.0.0 CPython/3.13.14
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5816e54339c8743166fef6650b39ea654abb75b65e64a723c5acc69c9401eef5
|
|
| MD5 |
1eb940e096b826ebbdc9d3b3377410d3
|
|
| BLAKE2b-256 |
d4e06407263dc7c023dca7539304a9633e231b1f83edb982477c2dd90b556c2c
|
Provenance
The following attestation bundles were made for cyt_indexer_sdk-2.9.0-cp312-abi3-macosx_10_13_universal2.whl:
Publisher:
publish-pypi-sdk.yml on qdrddr/clear-your-tools
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
cyt_indexer_sdk-2.9.0-cp312-abi3-macosx_10_13_universal2.whl -
Subject digest:
5816e54339c8743166fef6650b39ea654abb75b65e64a723c5acc69c9401eef5 - Sigstore transparency entry: 2338174072
- Sigstore integration time:
-
Permalink:
qdrddr/clear-your-tools@2327a58b423e095aef1bce16ed0aca2c860001aa -
Branch / Tag:
refs/heads/main - Owner: https://github.com/qdrddr
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
publish-pypi-sdk.yml@2327a58b423e095aef1bce16ed0aca2c860001aa -
Trigger Event:
workflow_run
-
Statement type:
