Package · PyPI

flashrag-dev

PyPI · v0.1.2 · MIT License

A library for efficient Retrieval-Augmented Generation research

Tentative categories were assigned with moderate confidence (0.5 to 0.75): they are shown, but they do not count toward a category’s momentum. How categories work

Install

pip install flashrag-dev

Adoption

Adoption
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Popularity
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Dependents
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Maintenance
0.94
DerivedRelease cadence and recency, 0 to 1
Releases per year
47
93 versions over its life

Growth by period

PyPI publishes no adoption figure, so there is no growth to derive. Nothing is estimated in its place.

7 days
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30 days
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90 days
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1 year
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Adoption history

Adoption history

PyPI publishes no adoption count, so there is no history to chart. That is a fact about the registry, not a gap in ours: the package’s releases and maintenance are measured instead.

Facts from the registry

Latest version
v0.1.2
93 versions
First published
SEP 23, 2024
Last release
SEP 19, 2026
35d ago
Licence
MIT License

Repository

In the Crest catalog

RUC-NLPIR/FlashRAG

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

Stars
3.6K
Forks
320
Language
Python
Last push
23d ago
Last release
23d ago

Linked by the package’s own registry metadata.GitHub (opens in a new tab)

Dependencies latest version · v0.1.2

Runtime 17

  • PyYAMLAny version
  • base58Any version
  • bm25sAny version
  • datasetsAny version
  • fschatAny version
  • nltkAny version
  • numpyAny version
  • openaiAny version
  • peftAny version
  • rank-bm25Any version
  • rougeAny version
  • spacy>=3.6.1
  • streamlitAny version
  • tiktokenAny version
  • torchAny version
  • tqdmAny version
  • transformers>=4.40.0

Related news

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