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An Introduction to prismAId: Open-Source and Open Science AI for Advancing Information Extraction in Systematic Reviews

An Introduction to prismAId: Open-Source and Open Science AI for Advancing Information Extraction in Systematic Reviews - Published in JOSS (2025)
https://github.com/open-and-sustainable/prismaid

Keywords

generative-ai open-science open-source systematic-literature-reviews

Keywords from Contributors

routing reporting transformers hydrological-model index actions spherical-histogram archived assessment bird

Last synced: 3 months ago
JSON representation

Acceptance Criteria

Repository metadata

Open Science AI Tools for Systematic, Protocol-Based Literature Reviews

GitHub Events

Total
Last Year

Committers metadata

Last synced: 3 months ago

Total Commits: 856
Total Committers: 4
Avg Commits per committer: 214.0
Development Distribution Score (DDS): 0.403

Commits in past year: 526
Committers in past year: 4
Avg Commits per committer in past year: 131.5
Development Distribution Score (DDS) in past year: 0.253

Name Email Commits
Riccardo Boero r****o@n****o 511
Riccardo Boero 1****0@u****m 332
GitHub Action a****n@g****m 12
dependabot[bot] 4****]@u****m 1

Committer domains:

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 50
Total pull requests: 106
Average time to close issues: 15 days
Average time to close pull requests: 2 days
Total issue authors: 2
Total pull request authors: 2
Average comments per issue: 1.12
Average comments per pull request: 0.02
Merged pull request: 76
Bot issues: 0
Bot pull requests: 1

Past year issues: 28
Past year pull requests: 92
Past year average time to close issues: 8 days
Past year average time to close pull requests: 32 minutes
Past year issue authors: 2
Past year pull request authors: 2
Past year average comments per issue: 1.71
Past year average comments per pull request: 0.0
Past year merged pull request: 65
Past year bot issues: 0
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/open-and-sustainable/prismaid

Top Issue Authors

  • ricboer0 (49)
  • warys (1)

Top Pull Request Authors

  • ricboer0 (105)
  • dependabot[bot] (1)

Top Issue Labels

  • enhancement (30)
  • size: 3 (11)
  • size: 10 (11)
  • bug (11)
  • documentation (9)
  • size: 1 (7)
  • size: 30 (7)
  • size: 5 (4)
  • go (3)
  • dependencies (1)

Top Pull Request Labels

  • enhancement (8)
  • go (4)
  • size: 5 (3)
  • good first issue (2)
  • documentation (2)
  • size: 30 (2)
  • dependencies (1)
  • size: 10 (1)
  • size: 1 (1)
  • bug (1)

Package metadata

proxy.golang.org: github.com/open-and-sustainable/prismaId

proxy.golang.org: github.com/open-and-sustainable/prismaid

Package prismaid provides a unified interface to the prismAId systematic literature review toolkit. It exposes core functionality including document conversion, PDF retrieval from Zotero, URL-based file downloads, and automated literature review processes. This package serves as both the foundation for Go applications and as the backend for multi-language bindings through its shared library exports, supporting Python, R, and Julia. All functionality can be accessed programmatically or through compiled command-line executables.

  • Homepage: https://github.com/open-and-sustainable/prismaid
  • Documentation: https://pkg.go.dev/github.com/open-and-sustainable/prismaid#section-documentation
  • Licenses: AGPL-3.0
  • Latest release: v0.9.6 (published 3 months ago)
  • Last Synced: 2025-10-21T11:45:14.800Z (3 months ago)
  • Versions: 33
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 6.099%
    • Average: 6.303%
    • Dependent repos count: 6.507%
proxy.golang.org: github.com/Open-and-Sustainable/prismaid

Package prismaid defines the core logic for managing and executing workflows within the application. It handles the review processes, error handling, and the orchestration of different modules to achieve a cohesive execution flow.

  • Homepage: https://github.com/Open-and-Sustainable/prismaid
  • Documentation: https://pkg.go.dev/github.com/Open-and-Sustainable/prismaid#section-documentation
  • Licenses: AGPL-3.0
  • Latest release: v0.9.6 (published 3 months ago)
  • Last Synced: 2025-10-21T11:45:16.353Z (3 months ago)
  • Versions: 33
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 6.099%
    • Average: 6.303%
    • Dependent repos count: 6.507%
proxy.golang.org: github.com/Open-and-Sustainable/prismAId

Package prismAId defines the core logic for managing and executing workflows within the application. It handles the review processes, error handling, and the orchestration of different modules to achieve a cohesive execution flow.

  • Homepage: https://github.com/Open-and-Sustainable/prismAId
  • Documentation: https://pkg.go.dev/github.com/Open-and-Sustainable/prismAId#section-documentation
  • Licenses: AGPL-3.0
  • Latest release: v0.9.6 (published 3 months ago)
  • Last Synced: 2025-10-21T11:45:16.525Z (3 months ago)
  • Versions: 33
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 6.099%
    • Average: 6.303%
    • Dependent repos count: 6.507%
juliahub.com: PrismAId

Open Science AI Tools for Systematic, Protocol-Based Literature Reviews

  • Homepage: https://open-and-sustainable.github.io/prismaid/
  • Documentation: https://docs.juliahub.com/General/PrismAId/stable/
  • Licenses: AGPL-3.0
  • Latest release: 0.9.6 (published 3 months ago)
  • Last Synced: 2025-10-21T11:45:16.077Z (3 months ago)
  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 3.227%
    • Average: 9.767%
    • Dependent packages count: 16.308%
pypi.org: prismaid

PrismAId library package

  • Homepage:
  • Documentation: https://prismaid.readthedocs.io/
  • Licenses: AGPL-3.0-only
  • Latest release: 0.9.6 (published 3 months ago)
  • Last Synced: 2025-10-21T11:45:14.485Z (3 months ago)
  • Versions: 20
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 750 Last month
  • Rankings:
    • Dependent packages count: 10.137%
    • Average: 33.593%
    • Dependent repos count: 57.05%
  • Maintainers (1)

Dependencies

go.mod go
  • github.com/BurntSushi/toml v1.3.2
  • github.com/dlclark/regexp2 v1.10.0
  • github.com/google/uuid v1.3.0
  • github.com/pkoukk/tiktoken-go v0.1.6
  • github.com/sashabaranov/go-openai v1.23.0
  • github.com/shopspring/decimal v1.4.0
go.sum go
  • github.com/BurntSushi/toml v1.3.2
  • github.com/davecgh/go-spew v1.1.1
  • github.com/dlclark/regexp2 v1.10.0
  • github.com/google/uuid v1.3.0
  • github.com/pkoukk/tiktoken-go v0.1.6
  • github.com/pmezard/go-difflib v1.0.0
  • github.com/sashabaranov/go-openai v1.23.0
  • github.com/shopspring/decimal v1.4.0
  • github.com/stretchr/testify v1.8.2
  • gopkg.in/yaml.v3 v3.0.1
.github/workflows/build_binaries.yml actions
  • actions/checkout v3 composite
  • actions/setup-go v4 composite
.github/workflows/build_shared.yml actions
  • actions/checkout v4 composite
  • actions/download-artifact v4 composite
  • actions/setup-go v5 composite
  • actions/upload-artifact v4 composite
.github/workflows/go.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-go v4 composite
python/pyproject.toml pypi
.github/workflows/rel_to_matrix.yml actions
r-package/DESCRIPTION cran

Score: 10.89807177078019