Skip to main content

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.

Release files for gllm-docproc-binary 0.12.27

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

Built distributions (wheels)

Table of built distributions (wheels) for gllm-docproc-binary 0.12.27
File
gllm_docproc_binary-0.12.27-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
gllm_docproc_binary-0.12.27-cp313-cp313-manylinux_2_31_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.12.27-cp313-cp313-macosx_13_0_arm64.whl CPython 3.13 CPython 3.13 macOS 13.0+ ARM64 Details
gllm_docproc_binary-0.12.27-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
gllm_docproc_binary-0.12.27-cp312-cp312-manylinux_2_31_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.12.27-cp312-cp312-macosx_13_0_arm64.whl CPython 3.12 CPython 3.12 macOS 13.0+ ARM64 Details
gllm_docproc_binary-0.12.27-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
gllm_docproc_binary-0.12.27-cp311-cp311-manylinux_2_31_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.12.27-cp311-cp311-macosx_13_0_arm64.whl CPython 3.11 CPython 3.11 macOS 13.0+ ARM64 Details

Total release size: 31.3 MB

Release files / gllm_docproc_binary-0.12.27-cp313-cp313-win_amd64.whl

Download URL gllm_docproc_binary-0.12.27-cp313-cp313-win_amd64.whl
Size 2.8 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
b0d3ef3300caaf7e076005c203e1c451678f445100b1daed3c76241e97c77be5
BLAKE2b-256 checksum
How to use checksums
053506c33854963b68bd512961983e6a04634028ad7b33967a5aaeb07d5d505b
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 Sep 3, 2026.

Transparency log

Release files / gllm_docproc_binary-0.12.27-cp313-cp313-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.12.27-cp313-cp313-manylinux_2_31_x86_64.whl
Size 4.3 MB
Tags CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
13d736e411ec4b36c88491dba0b2fd6655302a89537b7a26fd9b60821134e1a4
BLAKE2b-256 checksum
How to use checksums
fb7404d0b6ccd5cd5efae5b2a5f90a7c65d637b5cc4d615fd14d46be1616b6a0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.12.27-cp313-cp313-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.12.27-cp313-cp313-macosx_13_0_arm64.whl
Size 3.5 MB
Tags CPython 3.13 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
8119b928a6bc84d2942550b8939470b5f3bab45415af43a3caa36d61146882a8
BLAKE2b-256 checksum
How to use checksums
da7954a49baf1d53356acbde0c2e57180395274d04bdabef55e3a139b3c4aca3
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 Sep 3, 2026.

Transparency log

Release files / gllm_docproc_binary-0.12.27-cp312-cp312-win_amd64.whl

Download URL gllm_docproc_binary-0.12.27-cp312-cp312-win_amd64.whl
Size 2.8 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
170e700ca93fb46ed80fde0f090e242d3d5584194515fb9ac36006c1879cc138
BLAKE2b-256 checksum
How to use checksums
93576e61899143a7702bec36e7545cdc53749bf7e012cf6a2c8666906ca07c6e
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 Sep 3, 2026.

Transparency log

Release files / gllm_docproc_binary-0.12.27-cp312-cp312-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.12.27-cp312-cp312-manylinux_2_31_x86_64.whl
Size 4.3 MB
Tags CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
9999755f0c011a0a9620b2317a703ca7c067a03b37bdedfe9f83ee68d01a0790
BLAKE2b-256 checksum
How to use checksums
0d0eefd8eed131d4ae2d339584784ea89f1c15953c65d0bbe75367bb177170c7
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.12.27-cp312-cp312-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.12.27-cp312-cp312-macosx_13_0_arm64.whl
Size 3.4 MB
Tags CPython 3.12 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
0bf9a27c0257a3ded3b3daeb3ad724fa78d5757250dd03c24b85ee5a9949660b
BLAKE2b-256 checksum
How to use checksums
785f6ab9177ef636352662a5111cb2a9a883539bb50ee030febbdd5155a28ce4
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 Sep 3, 2026.

Transparency log

Release files / gllm_docproc_binary-0.12.27-cp311-cp311-win_amd64.whl

Download URL gllm_docproc_binary-0.12.27-cp311-cp311-win_amd64.whl
Size 2.9 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
bbcf343cb8943c8b6aefa88b34dc8c30d9082c53731022cfd5dbbef6e07492c4
BLAKE2b-256 checksum
How to use checksums
75ca2f79c1309068359ce96ab15c5a5774c45d2b0f11166668b88c5a72bb85a0
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 Sep 3, 2026.

Transparency log

Release files / gllm_docproc_binary-0.12.27-cp311-cp311-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.12.27-cp311-cp311-manylinux_2_31_x86_64.whl
Size 3.9 MB
Tags CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
123ce5d9fb6baf217a0e618a85d293d1e5122e3925dd8cf7148b3c82b382e005
BLAKE2b-256 checksum
How to use checksums
4eae5bbfd5dcfc5fbd747cc1cbf8fb5bd739c9a3f2a12e7d08be22188410ba78
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.12.27-cp311-cp311-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.12.27-cp311-cp311-macosx_13_0_arm64.whl
Size 3.3 MB
Tags CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
b2d1d0de1a88b2aff5f703e5efec38663ae4d5085476014af5ddde4b61d564db
BLAKE2b-256 checksum
How to use checksums
aa1a9e55928c28368e2076f5c06d263a54642293afabd2e67e85b940fec7f1af
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 Sep 3, 2026.

Transparency log

Release history Release notifications | RSS feed

0.14.0

9 release files

0.13.9

3 release files

0.13.8

9 release files

0.13.7

9 release files

0.13.6

3 release files

0.13.5

9 release files

0.13.4

9 release files

0.13.3

9 release files

This release

0.12.27 This release

9 release files

0.12.5

2 release files

0.12.4

6 release files

0.12.3

6 release files

0.12.2

6 release files

0.12.1

6 release files

0.12.0

6 release files

0.11.7

6 release files

0.11.6

6 release files

0.11.5

5 release files

0.11.4

6 release files

0.11.3

6 release files

0.11.2

6 release files

0.11.1

6 release files

0.11.0

6 release files

0.10.9

6 release files

0.10.8

6 release files

0.10.3

6 release files

0.10.2

6 release files

0.10.1

6 release files

0.10.0

6 release files

0.9.3

6 release files

0.9.2

6 release files

0.9.1

6 release files

0.9.0

6 release files

0.8.16

6 release files

0.8.15

6 release files

0.8.14

6 release files

0.8.13

6 release files

0.8.12

6 release files

0.8.10

6 release files

0.8.9

6 release files

0.8.8

6 release files

0.8.7

6 release files

0.8.6

5 release files

0.8.5

6 release files

0.8.4

6 release files

0.8.3

2 release files

0.8.2

6 release files

0.8.1

6 release files

0.8.0

6 release files

0.7.26

6 release files

0.7.25

6 release files

0.7.24

6 release files

0.7.21

6 release files

0.7.20

6 release files

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