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 0.13.0

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 0.13.0
File
gllm_docproc_binary-0.13.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
gllm_docproc_binary-0.13.0-cp313-cp313-manylinux_2_31_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.13.0-cp313-cp313-macosx_13_0_arm64.whl CPython 3.13 CPython 3.13 macOS 13.0+ ARM64 Details
gllm_docproc_binary-0.13.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
gllm_docproc_binary-0.13.0-cp312-cp312-manylinux_2_31_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.13.0-cp312-cp312-macosx_13_0_arm64.whl CPython 3.12 CPython 3.12 macOS 13.0+ ARM64 Details
gllm_docproc_binary-0.13.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
gllm_docproc_binary-0.13.0-cp311-cp311-manylinux_2_31_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.31+ x86-64 Details
gllm_docproc_binary-0.13.0-cp311-cp311-macosx_13_0_arm64.whl CPython 3.11 CPython 3.11 macOS 13.0+ ARM64 Details

Total release size: 31.8 MB

Release files / gllm_docproc_binary-0.13.0-cp313-cp313-win_amd64.whl

Download URL gllm_docproc_binary-0.13.0-cp313-cp313-win_amd64.whl
Size 2.9 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
b118c2495e1c5dc6959af3901afa5b30bbcd2f5ce2f8d67a1f3394d34fe9c8c5
BLAKE2b-256 checksum
How to use checksums
8752d8f516ddc4d2526d98563e2889bb9b070dfa9b22a9eedba52dbb192e1613
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 8, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.0-cp313-cp313-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.13.0-cp313-cp313-manylinux_2_31_x86_64.whl
Size 4.4 MB
Tags CPython 3.13 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
3143111215452aaa2611cf3dd20e7e683e92ccb4a9f223d782e3597ad3386716
BLAKE2b-256 checksum
How to use checksums
6fcbc98abfa20fe16bb23699b78fcd0b514df54b347203e44ab2c9bfc572c010
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.0-cp313-cp313-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.13.0-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
45b242c39fa8039c629ec40ba7ee81f4b1d509e3621c448d382bcb4acacfeb38
BLAKE2b-256 checksum
How to use checksums
2d06038732c5b0f675e78c6cffc945ebe022d5c71485ef02ededfd85041f0eb7
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 8, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.0-cp312-cp312-win_amd64.whl

Download URL gllm_docproc_binary-0.13.0-cp312-cp312-win_amd64.whl
Size 2.9 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
ee4776ab100d7ffd8cfec899b61682ffad8dfc33639f002caf512478cbb2ad5d
BLAKE2b-256 checksum
How to use checksums
3309cb1218d990e3efbbdea0ba202ce3c3c30c484a88717abc288f68246b5ecd
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 8, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.0-cp312-cp312-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.13.0-cp312-cp312-manylinux_2_31_x86_64.whl
Size 4.4 MB
Tags CPython 3.12 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
3fd521351c595ff1f2ba29f746c1ccf15590cb06c4947e6a660c17dea5909b58
BLAKE2b-256 checksum
How to use checksums
0c716628be29ecc94bb0301d6336ad46595ff600a9484f762ed866f6e98e4da8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.0-cp312-cp312-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.13.0-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
ec08f4c96b38fd7c22aa133002a21c743856ad9911407f7f241bff2fac52d1d6
BLAKE2b-256 checksum
How to use checksums
5ea46107698ae424a13670391cb103ad614946ddf29383b6798719dd623ef2c9
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 8, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.0-cp311-cp311-win_amd64.whl

Download URL gllm_docproc_binary-0.13.0-cp311-cp311-win_amd64.whl
Size 3.0 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
def647dba4bf1669d8726d2a699c07471b1ece6beeec70aee3b7e18218921b51
BLAKE2b-256 checksum
How to use checksums
1794415541ff40b05c8dacd172676b1524d266bb3f1e1809553c2781d5cb9e68
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 8, 2026.

Transparency log

Release files / gllm_docproc_binary-0.13.0-cp311-cp311-manylinux_2_31_x86_64.whl

Download URL gllm_docproc_binary-0.13.0-cp311-cp311-manylinux_2_31_x86_64.whl
Size 4.0 MB
Tags CPython 3.11 Linux glibc 2.31+ x86-64
SHA-256 checksum
How to use checksums
48207db9bbf72ed4abe7189c5b4e7424dd92bf146b63bff3af1de51826deed7d
BLAKE2b-256 checksum
How to use checksums
830bc8e8ffcb34aa81bf9e46eca730a103e630042e3e5a8896139301299da6ff
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.8.24

Release files / gllm_docproc_binary-0.13.0-cp311-cp311-macosx_13_0_arm64.whl

Download URL gllm_docproc_binary-0.13.0-cp311-cp311-macosx_13_0_arm64.whl
Size 3.4 MB
Tags CPython 3.11 macOS 13.0+ ARM64
SHA-256 checksum
How to use checksums
8def3b0839650f09f60884658b1b81721ff3a7a166b15ac1ba843640c9538d25
BLAKE2b-256 checksum
How to use checksums
b8b5406fac11d760ba4f5848b650d41b75378867e44b969e21dd52bcf277b5e2
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 8, 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

0.13.0 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