Factual package intelligence from PyPI

deliberate 0.1.3 package intelligence

Multi-LLM ensemble orchestrator for code generation and review

pip install deliberate

Current version
0.1.3
Python requirement
>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
1.5 MiB
Release history
4 releases with files
Median release cadence
20 days

deliberate dependencies

PyPI declares 36 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. agent-client-protocol >=0.1.0
  2. duckdb >=1.0.0
  3. genai-prices >=0.0.47
  4. httpx >=0.25.0
  5. json-repair >=0.54.2
  6. litellm >=1.80.7
  7. mcp >=1.22.0
  8. platformdirs >=4.0.0
  9. prompt-toolkit >=3.0.0
  10. pydantic-settings >=2.0.0
  11. pydantic >=2.0.0
  12. pyyaml >=6.0
  13. rich >=13.0.0
  14. starlette >=0.35.0
  15. tenacity >=9.1.2
  16. typer >=0.9.0
  17. uvicorn >=0.27.0
  18. websockets >=12.0

The compact report shows 18 of 36 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

deliberate publishes 1 wheel and 1 source archive for version 0.1.3. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Release activity and sources

PyPI lists 4 releases with files. The first dated release is ; 4 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .