PacktPublishing/LLM-Engineers-Handbook

Evaluation & Testing

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

GitHub →Website →

6.7

GitHub Metrics

Stars

5.1k

Forks

1.2k

Open Issues

Watchers

Contributors

Weekly Commits

Language

Python

License

MIT

Last Commit

Apr 22, 2026

Created

Apr 9, 2024

Latest Release

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Release Date

—

Synced: Jun 3, 2026

Quality Scores

Documentation Qualityw: 20%

6.8

Has docs site (https://www.amazon.com/LLM-Engineers-Handbook-engineering-production/dp/1836200072/). Description: 122 chars. Stars signal: 5,083. Contributors: 10. Score: 6.8/10

Community Healthw: 20%

6.5

Stars: 5,083. Contributors: 10. Watchers: 59. Forks: 1,220. Issue ratio: 0.6%. Score: 6.5/10

Maintenance Velocityw: 15%

5.2

Last commit: 42d ago. Weekly commits: 0. No releases published. Maturity bonus: 2.2y old. Score: 5.2/10

API Design & DXw: 20%

8.1

Stars/issues ratio: 164. Dynamic language: Python. Has documentation site. Permissive license: MIT. Popularity signal: 5,083 stars. Score: 8.1/10

Production Readinessw: 15%

5.4

Battle-tested: 5,083 stars. Peer review: 10 contributors. No versioned releases. Licensed: MIT. Age: 2.2 years. Maintenance: last commit 42d ago. Score: 5.4/10

Ecosystem Integrationw: 10%

8.2

Fork interest: 1,220. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 5,083 stars. Has web presence. Score: 8.2/10