https://github.com/murtaza98/similarsentencegrouping

Given a list of sentences, group the similar ones together.
https://github.com/murtaza98/similarsentencegrouping

Last synced: about 1 month ago
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Given a list of sentences, group the similar ones together.

• Host: GitHub
• URL: https://github.com/murtaza98/similarsentencegrouping
• Owner: murtaza98
• Created: 2020-02-04T18:27:57.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2022-11-21T21:55:25.000Z (almost 2 years ago)
• Last Synced: 2024-10-03T08:59:33.774Z (about 2 months ago)
• Language: Python
• Homepage:
• Size: 20.5 KB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 5
• Metadata Files:
  • Readme: README.md

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README

        
# SimilarSentenceGrouping

### Installation

create virtual env then install the modules in requirements.txt file

`pip install requirements.txt`

Download Bert-Base Uncased model, a pretrained Bert model from [here](https://github.com/hanxiao/bert-as-service#1-download-a-pre-trained-bert-model) and paste it in models folder.

### Usage

1. First start the bert server 


  `bert-serving-start -cpu -model_dir models/uncased_L-12_H-768_A-12/ -num_worker=1`

2. Then start the flask server.

    `python server.py`

3. Lastly, send a POST request to endpoint `http://127.0.0.1:2000/api/rankings`

  POST request format 


  `{

  "questions": [

    "fees for college",

    "documents are required for admission"

  ]

}`