rag-forge-observability
OpenTelemetry tracing and query drift detection for the RAG-Forge toolkit.
Installation
pip install rag-forge-observability
Usage
from rag_forge_observability.drift import DriftDetector, DriftBaseline
baseline = DriftBaseline(embeddings=[[1.0, 0.0, 0.0]])
detector = DriftDetector(threshold=0.15)
report = detector.analyze(current_embeddings=[[0.9, 0.1, 0.0]], baseline=baseline)
print(f"Drift detected: {report.is_drifting}")
Features
- OpenTelemetry tracing for all RAG pipeline stages
- Query drift detection with baseline comparison
- Centroid-based cosine distance analysis
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for rag-forge-observability 0.2.3
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| rag_forge_observability-0.2.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 12.4 kB
Release files / rag_forge_observability-0.2.3.tar.gz
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