This is REST-API for Indonesian Text Summarization using Non-Negative Matrix Factorization for the algorithm to summarize documents and FastAPI for the framework.

Overview

Indonesian Text Summarization Using FastAPI

This is REST-API for Indonesian Text Summarization using Non-Negative Matrix Factorization for the algorithm to summarize documents and FastAPI for the framework.

Quick Start

$ create virtual environment
$ source env/bin/activate
$ install all depencies pip install -r requirements.txt

Run

$ run by uvicorn: uvicorn main:app --reload
$ run the app: python main.py
$ or you can use sh: run.sh

REST-API Documentations

Get Summarization

Url path & Method

POST /api/v1/summarize-text

http://0.0.0.0:8000/api/v1/summarize-text

Request Body

application/json: {
  "text": "string",
  "num_words": 0,
  "num_sentences": 0
}

- text [string]: text or corpus to be summarized
- num_words [int]: numbers of top words in text or corpus
- num_sentences: numbers of top sentences in text or corpus

Response

status 200

HTTP/1.1 200 OK
Status: 200 OK
Connection: close
Content-Type: application/json

{
    'content': {
        'top_words': [],
        'summary_result': []
    },
    'status_code': 200,
    'message': "Success"
}

status 400

HTTP/1.1 400 Bad Request
Status: 400 Bad Request
Connection: close
Content-Type: application/json

{
    'content': "payload tidak boleh kosong",
    'status_code': 400,
    'message': "Bad Request"
}
Owner
Viqi Nurhaqiqi
Just ordinary developer.
Viqi Nurhaqiqi
Getting git-style versioning working on RDFlib

Getting git-style versioning working on RDFlib

Gabe Fierro 1 Feb 01, 2022
Repositori untuk belajar pemrograman Python dalam bahasa Indonesia

Python Repositori ini berisi kumpulan dari berbagai macam contoh struktur data, algoritma dan komputasi matematika yang diimplementasikan dengan mengg

Bellshade 111 Dec 19, 2022
Make writing easier!

Handwriter Make writing easier! How to Download and install a handwriting font, or create a font from your handwriting. Use a word processor like Micr

64 Dec 25, 2022
strbind - lapidary text converter for translate an text file to the C-style string

strbind strbind - lapidary text converter for translate an text file to the C-style string. My motivation is fast adding large text chunks to the C co

Mihail Zaytsev 1 Oct 22, 2021
知乎评论区词云分析

zhihu-comment-wordcloud 知乎评论区词云分析 起源于:如何看待知乎问题“男生真的很不能接受彩礼吗?”的一个回答下评论数超8万条,创单个回答下评论数新记录? 项目代码说明 2.download_comment.py 下载全量评论 2.word_cloud_by_dt 生成词云 2

李国宝 10 Sep 26, 2022
Wikipedia Reader for the GNOME Desktop

Wike Wike is a Wikipedia reader for the GNOME Desktop. Provides access to all the content of this online encyclopedia in a native application, with a

Hugo Olabera 126 Dec 24, 2022
An extension to detect if the articles content match its title.

Clickbait Detector An extension to detect if the articles content match its title. This was developed in a period of 24-hours in a hackathon called 'H

Arvind Krishna 5 Jul 26, 2022
Athens: a great tool for taking notes and organising knowldge

AthensSyncer Athens is a great tool for taking notes and organising knowldge. But it is a bummer that you cannot use it accross multiple devices. Well

6 Dec 14, 2022
A minimal code sceleton for a textadveture parser written in python.

Textadventure sceleton written in python Use with a map file generated on https://www.trizbort.io Use the following Sockets for walking directions: n

1 Jan 06, 2022
Wordle strategy: Find frequency of letters appearing in 5-letter words in the English language

Find frequency of letters appearing in 5-letter words in the English language In

Gabriel Apolinário 1 Jan 17, 2022
Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

TextDistance TextDistance -- python library for comparing distance between two or more sequences by many algorithms. Features: 30+ algorithms Pure pyt

Life4 3k Jan 02, 2023
Open-source linguistic ethnography tool for framing public opinion in mediatized groups.

Open-source linguistic ethnography tool for framing public opinion in mediatized groups. Table of Contents Installing Quickstart Links Installing Pyth

Qualichat 7 Jun 02, 2022
Convert ebooks with few clicks on Telegram!

E-Book Converter Bot A bot that converts e-books to various formats, powered by calibre! It currently supports 34 input formats and 19 output formats.

Youssif Shaaban Alsager 45 Jan 05, 2023
A Python library that provides an easy way to identify devices like mobile phones, tablets and their capabilities by parsing (browser) user agent strings.

Python User Agents user_agents is a Python library that provides an easy way to identify/detect devices like mobile phones, tablets and their capabili

Selwin Ong 1.3k Dec 22, 2022
Hspell, the free Hebrew spellchecker and morphology engine.

Hspell, the free Hebrew spellchecker and morphology engine.

16 Sep 15, 2022
A python tool to convert Bangla Bijoy text to Unicode text.

Unicode Converter A python tool to convert Bangla Bijoy text to Unicode text. Installation Unicode Converter can be installed via PyPi. Make sure pip

Shahad Mahmud 10 Sep 29, 2022
Fuzzy string matching like a boss. It uses Levenshtein Distance to calculate the differences between sequences in a simple-to-use package.

Fuzzy string matching like a boss. It uses Levenshtein Distance to calculate the differences between sequences in a simple-to-use package.

SeatGeek 1.2k Jan 01, 2023
The app gets your sutitle.srt and proccess it to extract sentences

DubbingAssistants This app gets your sutitle.srt and proccess it to extract sentences, and also find Start time and End time of them. Step 1: install

Ali Booresh 1 Jan 04, 2022
Tools to extract questionaire of finalexam.eu and provide interactive questionaire with summary

AskMe This script is completely terminal based. No user interface is added. You can get the command line options by using the --help argument. Make su

David Loewe 1 Nov 09, 2021
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