pyterrier-services 0.3.0

PyTerrier components for API Services

pyterrier-services

PyTerrier components for online retrieval services, including:

• DBLP
• Pinecone
• Semantic Scholar

More information can be found in the documentation.

Example: Retrieval from Semantic Scholar

Semantic Scholar is a scientific literature search engine provided by the Allen Institute for AI.

SemanticScholarApi() provides access to the search API.

Example:

>>> from pyterrier_services import SemanticScholarApi
>>> service = SemanticScholarApi()
>>> retriever = service.retriever()
>>> retriever.search('PyTerrier')
# qid      query                                     docno  score  rank                                              title                                           abstract
#   1  pyterrier  7fa92ed08eee68a945884b8744e7db9887aed9d3      0     0  PyTerrier: Declarative Experimentation in Pyth...  PyTerrier is a Python-based retrieval framewor...
#   1  pyterrier  a6b1126e058262c57d36012d0fdedc2417ad04e1     -1     1  Declarative Experimentation in Information Ret...  The advent of deep machine learning platforms ...
#   1  pyterrier  833b453c621099bccca028752aaa74262123706a     -2     2  PyTerrier-based Research Data Recommendations ...  Research data is of high importance in scienti...
#   1  pyterrier  73feb5cfe491342d52d47e8817d113c072067306     -3     3      The Information Retrieval Experiment Platform  We integrate irdatasets, ir_measures, and PyTe...
#   1  pyterrier  90b8a1adae2761e48c87fdeb68a595dc11161970     -4     4  QPPTK@TIREx: Simplified Query Performance Pred...  We describe our software submission to the ECI...
#   1  pyterrier  6659b3daabfb7e8e6dd8c4f47e2a774816888a9d     -5     5  Retrieving Comparative Arguments using Ensembl...  In this paper, we present a submission to the ...
#   1  pyterrier  2e503f3c23384a2112c84986c0a38c9cf6bf2488     -6     6      The Information Retrieval Experiment Platform  In this extended abstract, 1 we present the In...
#   1  pyterrier  4f901502b389e16faaf26eef7c935ecd80700f3d     -7     7  The Information Retrieval Experiment Platform ...  We have built TIREx, the information retrieval...
#   1  pyterrier  12c9b48d013255248378f23b7078e1788b5b1ef6     -8     8  Axiomatic Retrieval Experimentation with ir_ax...  Axiomatic approaches to information retrieval ...
#   1  pyterrier  b7da554d9f1f51e13a852ab0270dcd0d824c52e8     -9     9                        A Python Interface to PISA!  PISA (Performant Indexes and Search for Academ...
#   1  pyterrier  e57c05d3eb9c2d32332dc539d32e78f2b1fb05a6    -10    10  University of Glasgow Terrier Team and UFMG at...  For TREC 2020, we explore different re-ranking...
#   1  pyterrier  81ec8a40deb82470438d978b013a0f6094ec8843    -11    11  IR From Bag-of-words to BERT and Beyond throug...  The task of adhoc search is undergoing a renai...