Python interface to the Anserini IR toolkit built on Lucene
Project description
Pyserini provides a simple Python interface to the Anserini IR toolkit via pyjnius.
Installation
Install via PyPI:
pip install pyserini
Usage
As a quick start, use the SimpleSearcher
for searching, with a pre-built index on TREC Disks 4 & 5 (used in the TREC 2004 Robust Track):
from pyserini.search import SimpleSearcher
searcher = SimpleSearcher.from_prebuilt_index('robust04')
hits = searcher.search('hubble space telescope')
# Print the first 10 hits:
for i in range(0, 10):
print(f'{i+1:2} {hits[i].docid:15} {hits[i].score:.5f}')
# Grab the actual text:
hits[0].raw
For additional information, please refer to the Pyserini repository.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
pyserini-0.10.0.1.tar.gz
(63.1 MB
view hashes)
Built Distribution
Close
Hashes for pyserini-0.10.0.1-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 596bd5e201dfae482080ffa10d3e2678079ce43408db1a8dcaee1525abb58d70 |
|
MD5 | 72289b3dd6182d3260afa5300931009a |
|
BLAKE2b-256 | 31611d055dd8d35ac6a5cbff1d6f4a7bdd237210aed4318e96fa949f1f57407c |