📃: Text Summarization using NLP

Avdhesh-Varshney / Jarvis

Jarvis is an AI-powered application that allows users to control various devices and applications through voice commands, offering tailored services based on user roles.

https://jarvis-ai-assistant.streamlit.app/

MIT License

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📃: Text Summarization using NLP #64

Closed Avdhesh-Varshney closed 1 month ago

Avdhesh-Varshney commented 4 months ago

:red_circle: Title : Text Summarization using NLP :red_circle: Aim : Create a Natural Language Processing (NLP) model to summarize long pieces of text into concise summaries. :red_circle: Brief Explanation :

Use a dataset of articles or documents to train the model.
Implement an NLP model (e.g., using transformers) to generate summaries.
Create a UI for users to input text and receive a summarized version.
Ensure the UI is clean and easy to use, providing clear summaries quickly.

Screenshots 📷

N/A

:white_check_mark: To be Mentioned while taking the issue :

Full name :
What is your participant role? (Mention the Open Source Program name. Eg. GSSOC, SSOC, JWOC, etc.)

Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

imsuraj675 commented 4 months ago

I want to work on this issue, assign me this issue under SSOC'24

Avdhesh-Varshney commented 4 months ago

@imsuraj675 go ahead.

dish04 commented 2 months ago

Hey, Im down to work on this for Hacktober Fest.

Avdhesh-Varshney commented 2 months ago

@dish04 I can assign you but you should well aware that hacktoberfest is counted only those prs which are raised and merged in october.

Rajesh9998 commented 1 month ago

@Avdhesh-Varshney Name: Rajesh Participant Role: Contributor (GSSoC'24-Extd) I would like to express my interest in working on this issue. My proposal is to utilize Large Language Models (LLMs) through the DuckDuckGo AI chat functionality, which is free and super-fast. I plan to work with LLMs like ChatGPT-4o-mini and Claude-3-Haiku, as they are among the best options available for text summarization. Looking forward to contributing!

Avdhesh-Varshney commented 1 month ago

@Rajesh9998 You are proposing for an API services, you can raise another issue with API services? But this issue is related to model building.

Peart-Guy commented 1 month ago

Hi @Avdhesh-Varshney Name : Ankan Participant Role: Contributor (GSSoC'24-Extd) I would like to work on this project using Gensim and NLTK module in python

aakashmohole commented 1 month ago

I want to work on this issue, assign me this issue

Peart-Guy commented 1 month ago

I have done the work. Kindly Check it out. Please give Level 3. It will be an honor.