LLM-Engineers-Handbook strickvl · PARTIAL
The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices
github.com/strickvl/LLM-Engineers-Handbook · ★ 1 · Forks 0 · Size 5.3 MB
SUMMARY
Technologies 23
Scored 20
Observed 20
Practices 6
Evidence 24
Skips 3
COVERAGE
Analyzed 151 files · 164 commits · 0 API calls
TECHNOLOGIES & DEPTH
Dockerfile LANGUAGE Depth 70
1 files · PRODUCTION
JSON LANGUAGE Depth 70
1 files · PRODUCTION
Markdown LANGUAGE Depth 70
2 files · PRODUCTION
TOML LANGUAGE Depth 70
2 files · PRODUCTION
YAML LANGUAGE Depth 70
13 files · PRODUCTION
Python LANGUAGE Depth 70
123 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
Poetry BUILD_TOOL Depth 80
1 files · CONFIGURATION
AWS SDK CLOUD Depth 74
6 files · PRODUCTION
Click LIBRARY Depth 62
2 files · PRODUCTION
Elasticsearch DATABASE Depth 61
1 files · CONFIGURATION
FastAPI FRAMEWORK Depth 57
1 files · PRODUCTION
Jinja2 LIBRARY Depth —
0 files · config only
MongoDB DATABASE Depth 73
4 files · CONFIGURATION
NumPy LIBRARY Depth 62
2 files · PRODUCTION
Pydantic LIBRARY Depth 78
10 files · PRODUCTION
Redis CACHE Depth 61
1 files · CONFIGURATION
Requests LIBRARY Depth 46
1 files · PRODUCTION
Ruff QUALITY Depth —
0 files · config only
SQLAlchemy LIBRARY Depth 45
1 files · PRODUCTION
TypeScript LANGUAGE Depth 23
2 files · TEST
Uvicorn LIBRARY Depth 39
1 files · PRODUCTION
pytest TESTING Depth —
0 files · config only
PRACTICES
documentation · observedautomated_tests · observedcontinuous_integration · observedcontainerization · observedlinting · observedformatting · absent
ACTIVITY & OWNERSHIP
First commit 2024-04-09
Last commit 2024-11-18
Active months 7
Commits 164