precis-summary
Fast extractive summarization via RAKE keyword extraction. Zero dependencies.
Usage
from precis_summary import telegram_precis, pick_best_summary
# RAKE keyword extraction (~5ms, zero deps)
text = "Metal-organic frameworks exhibit high CO2 adsorption capacity..."
precis = telegram_precis(text)
# → "Metal-organic frameworks; high CO2 adsorption capacity; ..."
# Pick best summary from a multi-profile dict
summaries = {
"rake": "Metal-organic frameworks; high CO2 adsorption",
"llm:qwen3.5:9b": "MOFs show 3x CO2 uptake vs zeolites; amine-functionalized variants optimal",
}
best = pick_best_summary(summaries)
# → "MOFs show 3x CO2 uptake vs zeolites; amine-functionalized variants optimal"
Summary ranking
pick_best_summary() uses prefix-priority matching:
llm:*— any LLM-generated summary (best quality)rake— extractive RAKE keyphrases (instant, always available)- Fallback — first non-empty value
Ranking lives in code, not in the data. New summary methods are added by
extending SUMMARY_PRIORITY in ranking.py.
1 maintainer
Metadata
1 maintainer
Release files for precis-summary 0.2.3
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 | |
|---|---|---|---|---|
| precis_summary-0.2.3.tar.gz | 10.0 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| precis_summary-0.2.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 16.4 kB
Release files / precis_summary-0.2.3.tar.gz
| Download URL | precis_summary-0.2.3.tar.gz |
|---|---|
| Size | 10.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
73009e7e930dfe6f345a5076520dd8d0b868303bd30ebce0a16b812a44b7f832
|
|
BLAKE2b-256 checksum How to use checksums |
b981d7f1acf8dc7c09d92c5c2406913550b995f9efae6eb021887f366804cd4d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
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Signed by GitHub Actions, verified by PyPI on Apr 7, 2026.
Transparency logRelease files / precis_summary-0.2.3-py3-none-any.whl
| Download URL | precis_summary-0.2.3-py3-none-any.whl |
|---|---|
| Size | 6.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
ddbfee288beac06194e2dbc1bf2c6a9cb515f7115bac76ac500c60da66ad643b
|
|
BLAKE2b-256 checksum How to use checksums |
fa26251e486357566ed45b4e418f2cce76774a29e56f7e1ce9c984ab6749ee34
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
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Signed by GitHub Actions, verified by PyPI on Apr 7, 2026.
Transparency logSecurity for precis-summary 0.2.3
Provenance
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Full provenance
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Attestation for precis_summary-0.2.3.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Apr 7, 2026.
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