Factual package intelligence from PyPI

ragtrace 0.3.2 package intelligence

Observability and tracing for Retrieval-Augmented Generation pipelines

pip install ragtrace

Current version
0.3.2
Python requirement
<4.0,>=3.11
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
142.0 KiB
Release history
3 releases with files
Median release cadence
15 days

ragtrace dependencies

PyPI declares 10 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. click <9.0.0,>=8.1.0
  2. fastapi <0.110.0,>=0.109.0
  3. langchain <0.2.0,>=0.1.0
  4. langchain-community <0.0.21,>=0.0.20
  5. langchain-openai <0.0.6,>=0.0.5
  6. openai <2.0.0,>=1.0.0
  7. pydantic <3.0.0,>=2.5.0
  8. rich <14.0.0,>=13.7.0
  9. tiktoken <0.6.0,>=0.5.0
  10. uvicorn <0.28.0,>=0.27.0

Compatibility and release files

ragtrace publishes 1 wheel and 1 source archive for version 0.3.2. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12, 3.13, 3.14.

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 3 releases with files. The first dated release is ; 3 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.