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Author:
Pierce Lonergan
Summary:
Enterprise-grade semantic schema matching system using neural embeddings, ColBERT reranking, and multi-signal scoring for automated data dictionary mapping
Latest version:
2.2.0
Required dependencies:
click
|
numpy
|
onnxruntime
|
openpyxl
|
pydantic
|
pydantic-settings
|
rapidfuzz
|
rich
|
structlog
|
tokenizers
|
tomli
|
typer
Optional dependencies:
black
|
blake3
|
fastapi
|
httpx
|
hypothesis
|
mkdocs
|
mkdocs-material
|
mkdocstrings
|
model2vec
|
mypy
|
networkx
|
onnx
|
openpyxl
|
opentelemetry-api
|
opentelemetry-sdk
|
pre-commit
|
prometheus-client
|
py-cpuinfo
|
pyarrow
|
pytest
|
pytest-asyncio
|
pytest-cov
|
pytest-mock
|
pytest-timeout
|
qdrant-client
|
ragatouille
|
rank-bm25
|
rapidfuzz
|
redis
|
rich
|
ruff
|
sentence-transformers
|
sqlalchemy
|
torch
|
transformers
|
typer
|
usearch
|
uvicorn
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