Python Summarizer

Open-source Python projects categorized as Summarizer
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Topics: Python Summarization Web Content Extracting Summary Cuda
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Top 3 Python Summarizer Projects

  • sumy

    Module for automatic summarization of text documents and HTML pages.

  • CX_DB8

    a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

    • Project mention: Ask HN: What have you built with LLMs? | news.ycombinator.com | 2024-02-05

    I was working on this stuff before it was cool, so in the sense of the precursor to LLMs (and sometimes supporting LLMs still) I've built many things:

    1. Games you can play with word2vec or related models (could be drop in replaced with sentence transformer). It's crazy that this is 5 years old now: https://github.com/Hellisotherpeople/Language-games

    2. "Constrained Text Generation Studio" - A research project I wrote when I was trying to solve LLM's inability to follow syntactic, phonetic, or semantic constraints: https://github.com/Hellisotherpeople/Constrained-Text-Genera...

    3. DebateKG - A bunch of "Semantic Knowledge Graphs" built on my pet debate evidence dataset (LLM backed embeddings indexes synchronized with a graphDB and a sqlDB via txtai). Can create compelling policy debate cases https://github.com/Hellisotherpeople/DebateKG

    4. My failed attempt at a good extractive summarizer. My life work is dedicated to one day solving the problems I tried to fix with this project: https://github.com/Hellisotherpeople/CX_DB8

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  • reddit-thread-summarizer

    A Reddit thread summarizer is a tool that generates a summary of the main points or themes discussed in a Reddit thread

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).

Python Summarizer related posts

Index

What are some of the best open-source Summarizer projects in Python? This list will help you:

Project Stars
1 sumy 3,417
2 CX_DB8 222
3 reddit-thread-summarizer 10

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