lunr.py VS flashtext

Compare lunr.py vs flashtext and see what are their differences.

lunr.py

A Python implementation of Lunr.js 🌖 (by yeraydiazdiaz)

flashtext

Extract Keywords from sentence or Replace keywords in sentences. (by vi3k6i5)
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lunr.py flashtext
2 8
195 5,614
1.5% 0.2%
4.4 0.0
about 1 month ago 8 months ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

lunr.py

Posts with mentions or reviews of lunr.py. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-10.
  • [P] Library for end-to-end neural search pipelines
    4 projects | /r/MachineLearning | 10 Jan 2022
    I started developing this tool after using haystack. Pipelines are easier to build with cherche because of the operators. Also, cherche offers FlashText, Lunr.py retrievers that are not available in Haystack and that I needed for the project I wanted to solve. Haystack is clearly more complete but I think also more complex to use.
  • Poor search results in Obsidian
    1 project | /r/ObsidianMD | 1 Jan 2022
    I simply reused (**cough** stole **cough**) mkdoc's implementation. I used to be running a local version of mkdocs for this, but later just used lunr.py and a simple webpage including lunr.js and a search field.

flashtext

Posts with mentions or reviews of flashtext. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-14.

What are some alternatives?

When comparing lunr.py and flashtext you can also consider the following projects:

faiss - A library for efficient similarity search and clustering of dense vectors.

magnitude - A fast, efficient universal vector embedding utility package.

cherche - Neural Search

rake-nltk - Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.

KeyBERT - Minimal keyword extraction with BERT

Optimus - :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

dutch-word-embeddings - Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.

AnnA_Anki_neuronal_Appendix - Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

yake - Single-document unsupervised keyword extraction

gensim - Topic Modelling for Humans

Char2Vec - Training from scratch a character embedding following Word2Vec, using tensorflow.

Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers
Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
www.nutrient.io
featured
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Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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