smart-auto-complete ✒️

enhancing Nepali News Writing with Intelligent Auto-Complete

Description

"SmartAutoComplete" is an innovative project designed to revolutionize Nepali news writing by incorporating intelligent auto-complete functionality. This cutting-edge solution aims to assist journalists, editors, and writers in the creation of high-quality news articles by providing real-time suggestions and completing words or phrases based on context. With a deep understanding of the Nepali language, SmartAutoComplete harnesses the power of advanced machine learning algorithms and natural language processing techniques. Using a user-friendly interface, writers can seamlessly integrate SmartAutoComplete into their writing process. As they type, the system autocomplete the current or next words. This predictive capability enables writers to maintain a smooth writing flow, save time, and enhance the overall quality of their news pieces.

Features

• Real-time auto-complete suggestions based on context and user input ☑️
• Intelligent prediction of words, phrases, and sentence structures commonly used in Nepali news writing ☑️
• User-friendly interface seamlessly integrated into the writing process ☑️
• Personalization and adaptation to individual writing styles (Future work) 🔲
• Up-to-date suggestions incorporating the latest trends and popular phrases in Nepali news (Future work) 🔲

Technology used

• Front-end: HTML, CSS, JavaScript, Bootstrap
• Backend: python, flask, tensorflow, numpy

Requirements

• Flask==2.3.2
• numpy==1.23.5
• tensorflow==2.12.0

Usages

• Open the tool in a web browser.
• Start typing in the textarea, and the auto-complete feature will suggest completions based on the entered text.
• Press side arrow key if you want to keep the suggested text, else you can continue typing the suggested word will be removed.

To run the app

python app.py

End Point APIs Info

The auto-complete feature relies on an API that provides suggested completions for Nepali news writing. The API has the following endpoints:

• Endpoint: /auto_complete_np

• Method: GET

• Request Parameters: [query]

• Response Format: {"text": "\<suggested text\>"}

• Example Request:

  http://localhost:5000/auto_complete_np?query=माओवादी केन्द्रका अध्यक्ष एवं प्रधानमन्त्री पुष्पकमल दाहाल प्रचण्डले ६ वर्षअघि एमाले र माओवादीबीच एकता गर्नु हतारो भएको टिप्पणी

Screenshot

Demo