Factual package intelligence from PyPI

embs 0.1.8 package intelligence

Embs is a lightweight Python toolkit for document retrieval, embedding generation, and ranking—ideal for RAG-based AI, chatbots, and search systems with caching support.

pip install embs

Current version
0.1.8
Python requirement
<4.0,>=3.10
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
29.9 KiB
Release history
8 releases with files
Median release cadence
0 days

embs dependencies

PyPI declares 5 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. aiohttp <4.0.0,>=3.8.4
  2. duckduckgo-search <8.0.0,>=7.1.1
  3. numpy <2,>=1
  4. pytest <9.0.0,>=8.3.4
  5. pytest-asyncio <0.26.0,>=0.25.2

Compatibility and release files

embs publishes 1 wheel and 1 source archive for version 0.1.8. Wheel platform tags: any.

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

Metadata completeness

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

Release activity and sources

PyPI lists 8 releases with files. The first dated release is ; 8 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.