A pipeline for making highlighted text stand-alone.

Overview
title emoji colorFrom colorTo sdk app_file pinned
decontextualizer
📤
green
gray
streamlit
main.py
false

Decontextualizer

As a second step in improving our content consumption workflows, I investigated a new approach to extracting fragments from a content item before saving them for subsequent surfacing. While the lexiscore deals with content items on a holistic level -- evaluating entire books, articles, and papers -- I speculated then that going granular is a natural next step in building tools which help us locate specific valuable ideas in long-form content. The decontextualizer is a stepping stone in that direction, consisting of a pipeline for making text excerpts compact and semantically self-contained. Concretely, the decontextualizer is a web app able to take in an annotated PDF and automatically tweak the highlighted excerpts so that they make more sense on their own, even out of context.

Read more...

Installation

The decontextualizer can either be deployed from source or using Docker.

Docker

To deploy the decontextualizer labeler using Docker, first make sure to have Docker installed, then simply run the following.

docker run -p 8501:8501 paulbricman/decontextualizer 

The tool should be available at localhost:8501.

From Source

To set up the decontextualizer, clone the repository and run the following:

python3 -m pip install -r requirements.txt
streamlit run main.py

The tool should be available at localhost:8501.

Screenshots

You might also like...
🐸   Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️
🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️

🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️

box is a text-based visual programming language inspired by Unreal Engine Blueprint function graphs.
box is a text-based visual programming language inspired by Unreal Engine Blueprint function graphs.

Box is a text-based visual programming language inspired by Unreal Engine blueprint function graphs. $ cat factorial.box ┌─ƒ(Factorial)───┐

Export solved codewars kata challenges to a text file.

Codewars Kata Exporter Note:this is not totally my work.i've edited the project to make more easier and faster for me.you can find the original work h

Extract knowledge from raw text

Extract knowledge from raw text This repository is a nearly copy-paste of "From Text to Knowledge: The Information Extraction Pipeline" with some cosm

AnnIE - Annotation Platform, tool for open information extraction annotations using text files.
AnnIE - Annotation Platform, tool for open information extraction annotations using text files.

AnnIE - Annotation Platform, tool for open information extraction annotations using text files.

py-trans is a Free Python library for translate text into different languages.

Free Python library to translate text into different languages.

text-to-speach bot - You really do NOT have time for read a newsletter? Now you can listen to it

NewsletterReader You really do NOT have time for read a newsletter? Now you can listen to it The Newsletter of Filipe Deschamps is a great place to re

a python package that lets you add custom colors and text formatting to your scripts in a very easy way!
a python package that lets you add custom colors and text formatting to your scripts in a very easy way!

colormate Python script text formatting package What is colormate? colormate is a python library that lets you add text formatting to your scripts, it

Repository containing the code for An-Gocair text normaliser

Scottish Gaelic Text Normaliser The following project contains the code and resources for the Scottish Gaelic text normalisation project. The repo can

Comments
  • PDF Failures

    PDF Failures

    Hello!

    I attempted two different PDFs (which I can share in a DM or a email) — one was an older-pre computer PDF that had been OCRed professionally and hilighted. Another was a modern PDF, of a book published last year, also highlighted. Zotero was able to extract from both using pdfjs. When i use https://huggingface.co/spaces/paulbricman/decontextualizer i get:

    File "/home/user/.local/lib/python3.8/site-packages/streamlit/script_runner.py", line 354, in _run_script
        exec(code, module.__dict__)
    File "/home/user/app/main.py", line 17, in <module>
        components.add_section()
    File "/home/user/app/components.py", line 46, in add_section
        excerpts = pdf_to_excerpts(filename)
    File "/home/user/app/processing.py", line 48, in pdf_to_excerpts
        excerpt = extract_annot(annot, words)
    File "/home/user/app/processing.py", line 24, in extract_annot
        quad_count = int(len(quad_points) / 4)
    
    opened by brimwats1 4
Releases(v1.0.0)
Owner
Paul Bricman
Building tools which augment the mind.
Paul Bricman
You can encode and decode base85, ascii85, base64, base32, and base16 with this tool.

You can encode and decode base85, ascii85, base64, base32, and base16 with this tool.

8 Dec 20, 2022
Parse Any Text With Python

ParseAnyText A small package to parse strings. What is the work of it? Well It's a module to creates parser that helps to parse a text easily with les

Sayam Goswami 1 Jan 11, 2022
🚩 A simple and clean python banner generator - Banners

🚩 A simple and clean python banner generator - Banners

Kumar Vicku 12 Oct 09, 2022
A python tool one can extract the "hash" from a WINDOWS HELLO PIN

WINHELLO2hashcat About With this tool one can extract the "hash" from a WINDOWS HELLO PIN. This hash can be cracked with Hashcat, more precisely with

33 Dec 05, 2022
Widevine KEY Extractor in Python

Widevine Client 3 This was originally written by T3rry7f. This repo is slightly modified version of his repo. This only works on standard Windows! Usa

Vank0n (SJJeon) 68 Dec 29, 2022
Aml - anti-money laundering

Anti-money laundering Dedect relationship between A and E by tracing through payments with similar amounts and identifying payment chains. For example

3 Nov 21, 2022
Extract knowledge from raw text

Extract knowledge from raw text This repository is a nearly copy-paste of "From Text to Knowledge: The Information Extraction Pipeline" with some cosm

Raphael Sourty 10 Dec 03, 2022
ChirpText is a collection of text processing tools for Python 3.

ChirpText is a collection of text processing tools for Python 3. It is not meant to be a powerful tank like the popular NTLK but a small package which

Le Tuan Anh 5 Nov 30, 2022
This is REST-API for Indonesian Text Summarization using Non-Negative Matrix Factorization for the algorithm to summarize documents and FastAPI for the framework.

Indonesian Text Summarization Using FastAPI This is REST-API for Indonesian Text Summarization using Non-Negative Matrix Factorization for the algorit

Viqi Nurhaqiqi 2 Nov 03, 2022
Little python script + dictionary to help solve Wordle puzzles

Wordle Solver Little python script + dictionary to help solve Wordle puzzles Usage Usage: ./wordlesolver.py [letters in word] [letters not in word] [p

Luke Stephens (hakluke) 4 Jul 24, 2022
Amazing GitHub Template - Sane defaults for your next project!

🚀 Useful README.md, LICENSE, CONTRIBUTING.md, CODE_OF_CONDUCT.md, SECURITY.md, GitHub Issues and Pull Requests and Actions templates to jumpstart your projects.

276 Jan 01, 2023
Hspell, the free Hebrew spellchecker and morphology engine.

Hspell, the free Hebrew spellchecker and morphology engine.

16 Sep 15, 2022
🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️

🐸 Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! 🧙‍♀️

Brandon 5.6k Jan 03, 2023
This is an AI that is supposed to say you if your text is formal or not

This is an AI that is supposed to say you if your text is formal or not. It's written in Python 3 and has some german examples (because I'm german yk) in the text.json file. This file contains the te

1 Jan 12, 2022
PyNews 📰 Simple newsletter made with python 🐍🗞️

PyNews 📰 Simple newsletter made with python Install dependencies This project has some dependencies (see requirements.txt) that are not included in t

Luciano Felix 4 Aug 21, 2022
box is a text-based visual programming language inspired by Unreal Engine Blueprint function graphs.

Box is a text-based visual programming language inspired by Unreal Engine blueprint function graphs. $ cat factorial.box ┌─ƒ(Factorial)───┐

Pranav 104 Dec 24, 2022
Production First and Production Ready End-to-End Keyword Spotting Toolkit

WeKws Production First and Production Ready End-to-End Keyword Spotting Toolkit. The goal of this toolkit it to... Small footprint keyword spotting (K

222 Dec 30, 2022
Vector space based Information Retrieval System for Text Processing - Information retrieval

Information Retrieval: Text Processing Group 13 Sequence of operations Install Requirements Add given wikipedia files to the corpus directory. Downloa

1 Jan 01, 2022
Repository containing the code for An-Gocair text normaliser

Scottish Gaelic Text Normaliser The following project contains the code and resources for the Scottish Gaelic text normalisation project. The repo can

3 Jun 28, 2022
split Word file by chapter

split Word file by chapter we use the mircosoft word api to code this tool api url:https://docs.microsoft.com/zh-cn/dotnet/api/ if this tool is good f

wisdom under lemon trees 5 Nov 06, 2021