Skip to main content
Incomplete provenance

3 of 9 files were uploaded without provenance metadata. View details.

Pre-release

This release is a pre-release and may not be stable for production use.

GLLM Docproc

Description

A library for orchestrating the processing of document. Typically in a Gen AI applications (but not limited to just Gen AI).


Installation

Prerequisites

Mandatory:

  1. Python 3.11+ — Install here
  2. pip — Install here
  3. uv — Install here
  4. gcloud CLI (for authentication) — Install here, then log in using:
    gcloud auth login
    

Install from Artifact Registry

This requires authentication via the gcloud CLI.

  1. Export token
export GCLOUD_ACCESS_TOKEN="$(gcloud auth print-access-token)"
  1. Configure the index in your pyproject.tom;
[[tool.uv.index]]
name = "gen-ai-internal"
url = "https://oauth2accesstoken:${GCLOUD_ACCESS_TOKEN}@glsdk.gdplabs.id/gen-ai-internal/simple/"
  1. Add the dependency
uv add gllm-docproc

Local Development Setup

Prerequisites

  1. Python 3.11+ — Install here

  2. pip — Install here

  3. uv — Install here

  4. gcloud CLI — Install here, then log in using:

    gcloud auth login
    
  5. Git — Install here

  6. Access to the GDP Labs SDK GitHub repository


1. Clone Repository

git clone git@github.com:GDP-ADMIN/gl-sdk.git
cd gl-sdk/libs/gllm-docproc

2. Setup Authentication

Set the following environment variables to authenticate with internal package indexes:

export UV_INDEX_GEN_AI_INTERNAL_USERNAME=oauth2accesstoken
export UV_INDEX_GEN_AI_INTERNAL_PASSWORD="$(gcloud auth print-access-token)"
export UV_INDEX_GEN_AI_USERNAME=oauth2accesstoken
export UV_INDEX_GEN_AI_PASSWORD="$(gcloud auth print-access-token)"

3. Quick Setup

Run:

make setup

4. Activate Virtual Environment

source .venv/bin/activate

Local Development Utilities

The following Makefile commands are available for quick operations:

Install uv

make install-uv

Install Pre-Commit

make install-pre-commit

Install Dependencies

make install

Update Dependencies

make update

Run Tests

make test

Contributing

Please refer to the Python Style Guide for information about code style, documentation standards, and SCA requirements.

Metadata

Release files for gllm-docproc-binary 0.13.25b5

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

Incomplete provenance

3 of 9 files were uploaded without provenance metadata.

We recommend further investigation before installing these files. View details.

Built distributions (wheels)

Table of built distributions (wheels) for gllm-docproc-binary 0.13.25b5
File Actions
gllm_docproc_binary-0.13.25b5-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details for gllm_docproc_binary-0.13.25b5-cp313-cp313-win_amd64.whl
gllm_docproc_binary-0.13.25b5-cp313-cp313-manylinux_2_31_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.31+ x86-64 Details for gllm_docproc_binary-0.13.25b5-cp313-cp313-manylinux_2_31_x86_64.whl
gllm_docproc_binary-0.13.25b5-cp313-cp313-macosx_13_0_arm64.whl CPython 3.13 CPython 3.13 macOS 13.0+ ARM64 Details for gllm_docproc_binary-0.13.25b5-cp313-cp313-macosx_13_0_arm64.whl
gllm_docproc_binary-0.13.25b5-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details for gllm_docproc_binary-0.13.25b5-cp312-cp312-win_amd64.whl
gllm_docproc_binary-0.13.25b5-cp312-cp312-manylinux_2_31_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.31+ x86-64 Details for gllm_docproc_binary-0.13.25b5-cp312-cp312-manylinux_2_31_x86_64.whl
gllm_docproc_binary-0.13.25b5-cp312-cp312-macosx_13_0_arm64.whl CPython 3.12 CPython 3.12 macOS 13.0+ ARM64 Details for gllm_docproc_binary-0.13.25b5-cp312-cp312-macosx_13_0_arm64.whl
gllm_docproc_binary-0.13.25b5-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details for gllm_docproc_binary-0.13.25b5-cp311-cp311-win_amd64.whl
gllm_docproc_binary-0.13.25b5-cp311-cp311-manylinux_2_31_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.31+ x86-64 Details for gllm_docproc_binary-0.13.25b5-cp311-cp311-manylinux_2_31_x86_64.whl
gllm_docproc_binary-0.13.25b5-cp311-cp311-macosx_13_0_arm64.whl CPython 3.11 CPython 3.11 macOS 13.0+ ARM64 Details for gllm_docproc_binary-0.13.25b5-cp311-cp311-macosx_13_0_arm64.whl

Total release size: 40.7 MB

Release files / gllm_docproc_binary-0.13.25b5-cp313-cp313-win_amd64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while this file has provenance metadata, other files in this release do not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp313-cp313-win_amd64.whl
Size 3.7 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
93ea626458dd459f452fc32985fe5a7440007f3c2dc501620005d3ca106668ca
BLAKE2b-256 checksum
How to use checksums
dcf74427ab7eff5c14b555ed501d483e3a0730645cdde50346dfd8cee71c681b
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 16, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.25b5-cp313-cp313-manylinux_2_31_x86_64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while other files in this release have provenance metadata, this file does not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp313-cp313-manylinux_2_31_x86_64.whl
Size 5.6 MB
Tags CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
c0c84013e28437d47dde029ab726932517245ac810c1d33cd15a167335b6761f
BLAKE2b-256 checksum
How to use checksums
5b41e48d628c3aeff30dbad194f2ec412a1de0ad4d318c421050dc68d4bbce1f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.25b5-cp313-cp313-macosx_13_0_arm64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while this file has provenance metadata, other files in this release do not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp313-cp313-macosx_13_0_arm64.whl
Size 4.4 MB
Tags CPython 3.13 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
c5e6a7ff3c3417c999f5b14687b78dba7f95d81aa443fe16a233d760b02e151b
BLAKE2b-256 checksum
How to use checksums
16ef8d821c8bed284fa30b191b309fa2c6b5dac4dc593919504ad1cb121b3e5e
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 16, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.25b5-cp312-cp312-win_amd64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while this file has provenance metadata, other files in this release do not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp312-cp312-win_amd64.whl
Size 3.7 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
df161e84a21206235abe7c0db6132490b9edabc5d1571e30ab9a81a0c899699d
BLAKE2b-256 checksum
How to use checksums
171905da29d894e0d8bdd8e98cf8eb6df334901d136ef89f2f7767d400b40b93
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 16, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.25b5-cp312-cp312-manylinux_2_31_x86_64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while other files in this release have provenance metadata, this file does not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp312-cp312-manylinux_2_31_x86_64.whl
Size 5.6 MB
Tags CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
18dc91486090bc529c508d76f0a17919958c3b598d1cc3f90bbc9079ff4be866
BLAKE2b-256 checksum
How to use checksums
6cbb587d4a9981b17d7d6a628d413e2f81216c8fefee858e305644613cd804a2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.25b5-cp312-cp312-macosx_13_0_arm64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while this file has provenance metadata, other files in this release do not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp312-cp312-macosx_13_0_arm64.whl
Size 4.4 MB
Tags CPython 3.12 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
658145a6da41f9954030897dcc5a186cc6030ea9fa79b1f7d9d51a29aedef723
BLAKE2b-256 checksum
How to use checksums
fdcd92fc81a93b00e0999535aaad2ba7066df3f52e5d114db37595f2b2ec2894
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 16, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.25b5-cp311-cp311-win_amd64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while this file has provenance metadata, other files in this release do not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp311-cp311-win_amd64.whl
Size 3.7 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
f5fe18af6069bfa9f5aa7ecf9d7da04cb68e89e0a0289418b5b557f820198c71
BLAKE2b-256 checksum
How to use checksums
b25d3a619cac456f7e460acf329d88a3a40a79a263f1c67c36918957c2cc0583
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 16, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.25b5-cp311-cp311-manylinux_2_31_x86_64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while other files in this release have provenance metadata, this file does not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp311-cp311-manylinux_2_31_x86_64.whl
Size 5.2 MB
Tags CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
73f1edb6e50b33e5a346d0b646968819fe22a3c8681fcf22c54e3e6d6a0ff8f2
BLAKE2b-256 checksum
How to use checksums
fe01d3ff550f9daf93a92354b76e5b133c04c2b4466c2b17493cf6fbffb39656
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.25b5-cp311-cp311-macosx_13_0_arm64.whl

Incomplete provenance

This file belongs to a release with incomplete provenance: while this file has provenance metadata, other files in this release do not.

We recommend further investigation before installing this file. View details.

Download URL gllm_docproc_binary-0.13.25b5-cp311-cp311-macosx_13_0_arm64.whl
Size 4.4 MB
Tags CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
783a53d2fd6aee4dd28aa20c9391f8e3f1804837c1a5b0367a2dfcc8245219d2
BLAKE2b-256 checksum
How to use checksums
d26b5cf754fd1d10f1171e8586b33cb2410a860575037f78b926e3660e338659
Upload date
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.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 16, 2026.

Transparency log

Security for gllm-docproc-binary 0.13.25b5

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.

Incomplete provenance

3 of 9 files were uploaded without provenance metadata.

Files with provenance 6 / 9
Files without provenance 3 / 9
Select from 9 files

Attestation for gllm_docproc_binary-0.13.25b5-cp313-cp313-win_amd64.whl

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 16, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release
Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page