Skip to main content

GLLM Datastore

Description

A library for managing data storage and retrieval operations in Generative AI applications.


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.

uv pip install \
  --extra-index-url "https://oauth2accesstoken:$(gcloud auth print-access-token)@glsdk.gdplabs.id/gen-ai-internal/simple/" \
  gllm-datastore

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-datastore

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.

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

gllm_datastore_binary-0.5.99-cp313-cp313-win_amd64.whl (3.4 MB view details)

Uploaded CPython 3.13Windows x86-64

gllm_datastore_binary-0.5.99-cp313-cp313-manylinux_2_31_x86_64.whl (5.0 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.31+ x86-64

gllm_datastore_binary-0.5.99-cp313-cp313-macosx_13_0_arm64.whl (4.2 MB view details)

Uploaded CPython 3.13macOS 13.0+ ARM64

gllm_datastore_binary-0.5.99-cp312-cp312-win_amd64.whl (3.4 MB view details)

Uploaded CPython 3.12Windows x86-64

gllm_datastore_binary-0.5.99-cp312-cp312-manylinux_2_31_x86_64.whl (4.9 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.31+ x86-64

gllm_datastore_binary-0.5.99-cp312-cp312-macosx_13_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.12macOS 13.0+ ARM64

gllm_datastore_binary-0.5.99-cp311-cp311-win_amd64.whl (3.5 MB view details)

Uploaded CPython 3.11Windows x86-64

gllm_datastore_binary-0.5.99-cp311-cp311-manylinux_2_31_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.31+ x86-64

gllm_datastore_binary-0.5.99-cp311-cp311-macosx_13_0_arm64.whl (4.0 MB view details)

Uploaded CPython 3.11macOS 13.0+ ARM64

File details

Details for the file gllm_datastore_binary-0.5.99-cp313-cp313-win_amd64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 e783faeb765df592a244612efcbb68aabb09ce8bfd86d825f13e4aafdbadc2eb
MD5 c1c7404265f02387f4c01ca7700daecf
BLAKE2b-256 80eeb43a0ce48fc9e179ebe6052d1594f8bccf5a8ee6520cc70119bdc4a586da

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_datastore_binary-0.5.99-cp313-cp313-win_amd64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file gllm_datastore_binary-0.5.99-cp313-cp313-manylinux_2_31_x86_64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp313-cp313-manylinux_2_31_x86_64.whl
Algorithm Hash digest
SHA256 147814d149f54da112e55498fa0cc3beb5df651d74527769fb883fdae5ed449d
MD5 88d19acda730778ee540d4a81c366fe4
BLAKE2b-256 20092de96b89e94a44a767efa4c0496c2ed4040efba54c353159edd9322502ff

See more details on using hashes here.

File details

Details for the file gllm_datastore_binary-0.5.99-cp313-cp313-macosx_13_0_arm64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp313-cp313-macosx_13_0_arm64.whl
Algorithm Hash digest
SHA256 c5c8928f855776636acbab9af7a9d78bb1e09d0caeb9fc19c7a5a8d3b0503f99
MD5 93470ac9763721fd66d5d7d9d38aab4e
BLAKE2b-256 cceaaf92d6c21d6c276e6eb26e4e9633003076257aa1a75882fbbdfb0518a03c

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_datastore_binary-0.5.99-cp313-cp313-macosx_13_0_arm64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file gllm_datastore_binary-0.5.99-cp312-cp312-win_amd64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 c52cdbeb303e29e6deba08db9bb696ae0791cf895d43677628b469750960e25f
MD5 bef9b49d4737b48eba7e3de05defbc79
BLAKE2b-256 178d0787e229788a763b3bbd51b3927bf515a6e9d2496af16e3c5b05f8ca0050

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_datastore_binary-0.5.99-cp312-cp312-win_amd64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file gllm_datastore_binary-0.5.99-cp312-cp312-manylinux_2_31_x86_64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp312-cp312-manylinux_2_31_x86_64.whl
Algorithm Hash digest
SHA256 ae8d4cb597c8fb66943ddd595027594b76af48c8a64a863dd67e153259d047fc
MD5 05216187aa78adf7c74a9ba2171449f8
BLAKE2b-256 0ae884a46a4691247b18660cd7a4943ccec88aea363cfed6ecf620bf68c5a393

See more details on using hashes here.

File details

Details for the file gllm_datastore_binary-0.5.99-cp312-cp312-macosx_13_0_arm64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp312-cp312-macosx_13_0_arm64.whl
Algorithm Hash digest
SHA256 2584e93a41b42ee0f0beedd32445cd4bb930e30ecc37127f6bbf8c71ea9f3611
MD5 806df6c2c512d398e2cb391fe855b5fc
BLAKE2b-256 2a4e0b6cf87c6beb83d74f1d20fe60b1b4db4f1efef5cfdae148ca9468414bc7

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_datastore_binary-0.5.99-cp312-cp312-macosx_13_0_arm64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file gllm_datastore_binary-0.5.99-cp311-cp311-win_amd64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 4f647262db58c7b92cfb8215ca26381747a7bfc383cd2df068fb3d82f6d3d92f
MD5 31e788250b76187ad706cda9e639b29b
BLAKE2b-256 65e8835049bb94bf23ee3351a2c74884880f27c808163271686b6ae671416ca8

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_datastore_binary-0.5.99-cp311-cp311-win_amd64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file gllm_datastore_binary-0.5.99-cp311-cp311-manylinux_2_31_x86_64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp311-cp311-manylinux_2_31_x86_64.whl
Algorithm Hash digest
SHA256 c07e9c72c3e1fda3d848b52c78cd787c3dd720ccd5aff0bb99632a445289c949
MD5 1f060fa0b4c106749e5e34d7d04a80e8
BLAKE2b-256 6df9815355a43d2f21f4131a14a00f2ba952335836a5e7388b9720af41e90cc1

See more details on using hashes here.

File details

Details for the file gllm_datastore_binary-0.5.99-cp311-cp311-macosx_13_0_arm64.whl.

File metadata

File hashes

Hashes for gllm_datastore_binary-0.5.99-cp311-cp311-macosx_13_0_arm64.whl
Algorithm Hash digest
SHA256 776827fd3eefb0f0b2072bac258e32e5498dac82929e348f7e35d62cd02afc0a
MD5 f565eef2b19ae4938e419aab32d74bed
BLAKE2b-256 f6814a17b0467dd5d49b94777c60fe4b6956897c63c1ca433a4c434b399cc1d1

See more details on using hashes here.

Provenance

The following attestation bundles were made for gllm_datastore_binary-0.5.99-cp311-cp311-macosx_13_0_arm64.whl:

Publisher: build-binary.yml on GDP-ADMIN/gl-sdk

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Release history Release notifications | RSS feed

0.6.99

3 files

This release

0.5.99 This release

9 files

0.5.98

9 files

0.5.97.post2

9 files

0.5.97.post1

3 files

0.5.97

3 files

0.5.96

9 files

0.5.95

6 files

0.5.94.post1

9 files

0.5.94

6 files

0.5.93

6 files

0.5.92

6 files

0.5.91

6 files

0.5.90

6 files

0.5.89

6 files

0.5.88

6 files

0.5.87

6 files

0.5.86

6 files

0.5.85

6 files

0.5.84

6 files

0.5.83.post1

6 files

0.5.83

2 files

0.5.82

6 files

0.5.81

6 files

0.5.80

6 files

0.5.79

6 files

0.5.78

6 files

0.5.77

6 files

0.5.76

6 files

0.5.75

6 files

0.5.74

6 files

0.5.73

6 files

0.5.72

6 files

0.5.71

6 files

0.5.70

6 files

0.5.69

6 files

0.5.68

6 files

0.5.67

6 files

0.5.66

6 files

0.5.65

6 files

0.5.64

5 files

0.5.63

6 files

0.5.62

6 files

0.5.61

6 files

0.5.60

6 files

0.5.59

6 files

0.5.58

6 files

0.5.57

6 files

0.5.56

6 files

0.5.55

6 files

0.5.54

6 files

0.5.53

6 files

0.5.52

6 files

0.5.51.post1

6 files

0.5.51

2 files

0.5.50

6 files

0.5.49

6 files

0.5.48

6 files

0.5.47

6 files

0.5.46

6 files

0.5.45

6 files

0.5.44

6 files

0.5.43

6 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