Factual package intelligence from PyPI

multivec 0.1.1 package intelligence

Supercharge your LLMs with synthetic high-quality multimodal Data

pip install multivec

Current version
0.1.1
Python requirement
<4.0,>=3.12
License
Apache-2.0
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
66.0 KiB
Release history
2 releases with files
Median release cadence
7 days

multivec dependencies

PyPI declares 23 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. ruff <0.7.0,>=0.6.8
  2. pydantic <3.0.0,>=2.9.2
  3. numpy <3.0.0,>=2.0.0
  4. pymupdf <2.0.0,>=1.24.10
  5. ipykernel <7.0.0,>=6.29.5
  6. boto3 <2.0.0,>=1.35.29
  7. openai <2.0.0,>=1.50.2
  8. cryptography <44.0.0,>=43.0.1
  9. groq <0.12.0,>=0.11.0
  10. pandas <3.0.0,>=2.2.3
  11. pinecone <6.0.0,>=5.3.1
  12. qdrant-client <2.0.0,>=1.11.3
  13. python-docx <2.0.0,>=1.1.2
  14. pillow <11.0.0,>=10.4.0
  15. pytest <9.0.0,>=8.3.3
  16. bs4 <0.0.3,>=0.0.2
  17. tenacity <10.0.0,>=9.0.0
  18. openai-clip <2.0.0,>=1.0.1
  19. azure-storage-blob <13.0.0,>=12.23.1
  20. matplotlib <4.0.0,>=3.9.2
  21. selenium <5.0.0,>=4.25.0
  22. pytesseract <0.4.0,>=0.3.13
  23. opencv-python <5.0.0.0,>=4.10.0.84

Compatibility and release files

multivec publishes 1 wheel and 1 source archive for version 0.1.1. Wheel platform tags: any.

Declared Python classifiers: 3.12, 3.13.

Metadata completeness

PyPI does not currently declare: project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 2 releases with files. The first dated release is ; 2 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

The project does not publish external project URLs in its PyPI metadata.