Skip to main content

Module for conversational and text summarization and much more

Project description

A python module for conversation and text summarization and much more exciting features.

Features provided by this module:

  • Text Segmentation using:
    • TextTiling with Block Score
    • TextTiling with Vocabulary introduction
  • Conversational summarization using:
    • Cluster Rank
  • Text summarization using :
    • TextRank
    • Random

Installation

Make sure you have Python 2.7/3.3+ and pip(Windows, Linux) installed. Run simply (preferred way):

$ [sudo] pip install readless

Or for the latest version in development:

$ [sudo] pip install git+git://github.com/adichat/read-less.git

ReadLess API

You can use readless like a library in your project.

For quickly summarizing a conversation using ClusterRank algorithm:

# -*- coding: utf8 -*-

from readless.Summarization import clusterrank
summarizer = clusterrank.ClusterRank()
pathToFile = "C:/conversation.in"
summary = summarizer.summarizeFile(pathToFile)

For segmenting a text using TextTiling algorithm:

# -*- coding: utf8 -*-

from readless.Segmentation import texttiling
segmentation = texttiling.TextTiling()
pathToFile = "C:/conversation.in"
segmentedText = segmentation.segmentFile(pathToFile)

For a detailed list of other API functionalities, see **ReadLess Documentation**.

Contributions

All contributions are welcomed. This module is in development and there are several scopes of improvement. Tests are to be implemented along with other Summarization algorithms with support for web page summarization. For upcoming features, see Future developments.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

readless-1.0.17.zip (14.2 kB view hashes)

Uploaded source

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page