Top 9 Python keyword-extraction Projects

flashtext

8 5,531 0.0 Python

Extract Keywords from sentence or Replace keywords in sentences.

Project mention: Show HN: LLMs can generate valid JSON 100% of the time | news.ycombinator.com | 2023-08-14

I have some other comment on this thread where I point out why I don’t think it’s superficial. Would love to get your feedback on that if you feel like spending more time on this thread.
But it’s not obscure? FlashText was a somewhat popular paper at the time (2017) with a popular repo (https://github.com/vi3k6i5/flashtext). Their paper was pretty derivative of Aho-Corasick, which they cited. If you think they genuinely fucked up, leave an issue on their repo (I’m, maybe to your surprise lol, not the author).
Anyway, I’m not a fan of the whatabboutery here. I don’t think OG’s paper is up to snuff on its lit review - do you?

KeyBERT

5 3,213 6.1 Python

Minimal keyword extraction with BERT

Project mention: I want to extract important keywords from large documents... | /r/LangChain | 2023-12-07

Use something else like KeyBERT or BERTopic: https://github.com/MaartenGr/KeyBERT It's much faster.

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
yake

5 1,571 3.0 Python

Single-document unsupervised keyword extraction
pke

3 1,522 3.1 Python

Python Keyphrase Extraction module
rake-nltk

4 1,034 0.0 Python

Python implementation of the Rapid Automatic Keyword Extraction algorithm using NLTK.
trrex

2 134 3.5 Python

Efficient string matching with regular expressions (by mesejo)
KeyPhraseTransformer

1 90 0.0 Python

KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction | Keyword extraction
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
rakun2

1 61 6.1 Python

RaKUn 2.0 - A fast keyword detection algorithm
zeroshot_topics

3 60 0.0 Python

Topic Inference with Zeroshot models

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).