Docling metrics for text
Docling metrics for text.
Overview
The following metrics are used:
- BLEU
- edit-distance
- METEOR
- Precision
- Recall
- F1
Installation
uv sync --all-packages
Usage
from docling_metrics_text import (
TextMetrics,
TextPairEvaluation,
TextPairSample,
)
# Example 1: Compare two similar texts
sample_1 = TextPairSample(
id="s1",
text_a="The quick brown fox jumps over the lazy dog.",
text_b="The fast brown fox leaps over the lazy dog.",
)
text_metrics = TextMetrics()
evaluation_1: TextPairEvaluation = text_metrics.evaluate_sample(sample_1)
print(f"Sample 1 - Similar texts:\n{evaluation_1}\n")
# Example 2: Compare two very different texts
sample_2 = TextPairSample(
id="s2",
text_a="Machine learning is a subset of artificial intelligence.",
text_b="The weather forecast predicts rain tomorrow afternoon.",
)
evaluation_2: TextPairEvaluation = text_metrics.evaluate_sample(sample_2)
print(f"Sample 2 - Different texts:\n{evaluation_2}\n")
License
MIT
Metadata
Release files for docling-metrics-text 0.19.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| docling_metrics_text-0.19.0.tar.gz | 50.1 kB | With provenance | Details for docling_metrics_text-0.19.0.tar.gz |
Built distributions (wheels)
Total release size: 36.8 MB
Release files / docling_metrics_text-0.19.0.tar.gz
| Download URL | docling_metrics_text-0.19.0.tar.gz |
|---|---|
| Size | 50.1 kB |
| Tags | Source |
|
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|
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|---|---|
| Size | 310.2 kB |
| Tags | CPython 3.14 Windows ARM64 |
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|---|---|
| Size | 320.1 kB |
| Tags | CPython 3.14 Windows x86-64 |
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