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 0.13.4

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 0.13.4
File
gllm_docproc_binary-0.13.4-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
gllm_docproc_binary-0.13.4-cp313-cp313-manylinux_2_31_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.13.4-cp313-cp313-macosx_13_0_arm64.whl CPython 3.13 CPython 3.13 macOS 13.0+ ARM64 Details
gllm_docproc_binary-0.13.4-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
gllm_docproc_binary-0.13.4-cp312-cp312-manylinux_2_31_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.13.4-cp312-cp312-macosx_13_0_arm64.whl CPython 3.12 CPython 3.12 macOS 13.0+ ARM64 Details
gllm_docproc_binary-0.13.4-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
gllm_docproc_binary-0.13.4-cp311-cp311-manylinux_2_31_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.13.4-cp311-cp311-macosx_13_0_arm64.whl CPython 3.11 CPython 3.11 macOS 13.0+ ARM64 Details

Total release size: 32.9 MB

Release files / gllm_docproc_binary-0.13.4-cp313-cp313-win_amd64.whl

Download URL gllm_docproc_binary-0.13.4-cp313-cp313-win_amd64.whl
Size 3.0 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
8f505958635ef6a35fc4939e9c394d76345e2ec3613ea5daa96da996d56f49c1
BLAKE2b-256 checksum
How to use checksums
5e8f019723f42793feb15d91b6b6d641933efaabc93c2954c0a6eae60306a548
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 11, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.4-cp313-cp313-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.13.4-cp313-cp313-manylinux_2_31_x86_64.whl
Size 4.5 MB
Tags CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
c503c13ac02631a64333473b120897417e1d956afdd08e2fb89ebdc8f032693d
BLAKE2b-256 checksum
How to use checksums
ae7e0a16e355cdec8a750c2c5052d99d8b89cf29bac68f64774a3029b9a1ecec
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.4-cp313-cp313-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.13.4-cp313-cp313-macosx_13_0_arm64.whl
Size 3.7 MB
Tags CPython 3.13 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
64163a908e0e5779a8473b1b5f2d5c3856f6820d7dc7b82c00b8fdec9afb3866
BLAKE2b-256 checksum
How to use checksums
18d3b901a2b4c12eaa59cf76709a80addb807022764e595141c24a244587ea8e
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 11, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.4-cp312-cp312-win_amd64.whl

Download URL gllm_docproc_binary-0.13.4-cp312-cp312-win_amd64.whl
Size 3.0 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
09ab339698f647127df13dac334ca5f16d249e6fe4c5e40bdee02cd14be7eedd
BLAKE2b-256 checksum
How to use checksums
46a51f13727c2709766a489b0d084264386211fff723216e0ac6cbf7eb8bdc22
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 11, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.4-cp312-cp312-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.13.4-cp312-cp312-manylinux_2_31_x86_64.whl
Size 4.5 MB
Tags CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
ae991b29873ddd3adcdad5e7e7e5d0282e7eb0f5547223bf5977ea07d0b5cf14
BLAKE2b-256 checksum
How to use checksums
f264d53f847e2a011d6a5e7bb8fd0354f92593f3bb60fd274cc6a81f50c23287
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.4-cp312-cp312-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.13.4-cp312-cp312-macosx_13_0_arm64.whl
Size 3.5 MB
Tags CPython 3.12 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
71638fb4d610326389efad2cd7a927d8f96fef88deeaba6a627fc28ec033be6d
BLAKE2b-256 checksum
How to use checksums
e79f66ff4fe12b12b695c0a7aae7bee9f62fc51b07ff4046ae90f0ce0699d612
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 11, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.4-cp311-cp311-win_amd64.whl

Download URL gllm_docproc_binary-0.13.4-cp311-cp311-win_amd64.whl
Size 3.1 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
422ed9cea5167e1cbc060293283ed3f10101c76895f85c27cb357b86ce8c70ee
BLAKE2b-256 checksum
How to use checksums
d947350c9681e6bf015cf59052a2b949ca06275863fa55c5cae7fdf1b79ed337
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 11, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.4-cp311-cp311-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.13.4-cp311-cp311-manylinux_2_31_x86_64.whl
Size 4.1 MB
Tags CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
a762781a3ec46806caf753d52860460442aaa21b8f6a63021374919d4aded270
BLAKE2b-256 checksum
How to use checksums
29a8df2bcfee7f39d8ef666b1845efe182e99bf403e4da1491bc74a64022fcb3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.4-cp311-cp311-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.13.4-cp311-cp311-macosx_13_0_arm64.whl
Size 3.5 MB
Tags CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
71d1819f89633643b8219356bc046f8c7378121c7a21be826c625b6d98e915b9
BLAKE2b-256 checksum
How to use checksums
572bf780b9318b3eeb7323904ef701f2430af74955dcc8abfe7b7ef402680700
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 11, 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

This release

0.13.4 This release

9 release files

0.13.3

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