primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

APACHE-2.0 License

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primeqa - Latest Release

Published by bhavani105 over 1 year ago

Tutorial notebooks
SearchableCorpus class
deprecated predict and replaced with rerank in Reranker component
DPR Reranker
Embedding component

primeqa - v0.14.5

Published by bhavani105 over 1 year ago

DocumentCollection Util
Bug fix reranker component

https://pypi.org/project/primeqa/0.14.5/
Commit: 31f78de

primeqa -

Published by bhavani105 over 1 year ago

https://pypi.org/project/primeqa/0.14.2/
Generative Readers
Reranker component
UDAPDR

primeqa - v0.11.8-alpha

Published by bhavani105 over 1 year ago

primeqa -

Published by bhavani105 almost 2 years ago

Updated default reader model in extractive reader component
"PrimeQA/nq_tydi_sq1-reader-xlmr_large-20221110"

primeqa -

Published by bhavani105 almost 2 years ago

Improve component initialization for services
Documentation updates

  • how to set up service store and drop in index, checkpoint
  • Install FAISS library from conda
primeqa - v0.9.7-alpha

Published by bhavani105 almost 2 years ago

1 Add MRQA preprocessor
2. Simplified run_ir arguments
3. Supporting annotate EM
4. Updates to README to. install faiss from conda
4 Updates to services/README on how to finetune with feedback data

primeqa - v0.9.3-alpha

Published by bhavani105 almost 2 years ago

This release adds support for:

  1. Dense Passage Retrieval (DPR)
  2. Pipelines and components interface
  3. gRPC and REST service layer
  4. Containerize PrimeQA (cpu and gpu)
  5. MRC training with custom data and feedback data
  6. Automate documentation build
  7. Updated PrimeQA logo
primeqa - primeqa services container

Published by bhavani105 almost 2 years ago

This tags the version from which primeqa container is built and made available on docker hub https://hub.docker.com/r/primeqa/services/tags

primeqa - PrimeQA pre-release version v0.8.0-alpha

Published by bhavani105 about 2 years ago

This version includes the following:

  • IR via primeqa/ir/run_ir.py script supports dense and sparse retrieval
  • MRC via primeqa/mrc/run_mrc.py supports TyDI, SQUAD, MLQA
  • TyDIQA support for Boolean Questions
  • Question Generation over table and text
  • Continuous Integration with GitHub Actions
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Extracted from project README
LICENSE|Apache2.0 sphinx-doc-build