Factual package intelligence from PyPI

mangaba 3.3.0 package intelligence

Professional multi-agent AI framework with ReAct reasoning, RAG, memory, and function calling

pip install mangaba

Current version
3.3.0
Python requirement
>=3.9
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
459.5 KiB
Release history
15 releases with files
Median release cadence
12 days

mangaba dependencies

PyPI declares 49 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. anthropic >=0.20.0
  2. google-generativeai >=0.3.0
  3. huggingface-hub >=0.20.0
  4. loguru >=0.6.0
  5. openai >=1.6.0
  6. pydantic >=2.0.0
  7. python-dotenv >=0.19.0
  8. requests >=2.25.0
  9. tiktoken >=0.5.0
  10. websockets >=10.0

The compact report shows 12 of 49 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

mangaba publishes 1 wheel and 1 source archive for version 3.3.0. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13, 3.9.

Release activity and sources

PyPI lists 15 releases with files. The first dated release is ; 11 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .