Language Translation Extension
World has become a smaller place and so we must become more adaptive to the cross-cultural needs of each other. This doesn’t only mean respecting the cultures but also being receptive to them. An idea that could change this scenario could be an all languages inclusive extension for browsers that extracts and translates the data on any portal(website, social media, etc) if in any other language than your native one.
Most of the LLMs including ChatGPT have been trained on multiple languages and give pretty good results when it comes to Language translation.
Project Guide:
- Browser Extension Development: Create a browser extension compatible with major web browsers like Chrome, Firefox, or Edge.
- Language Detection: Utilize language detection algorithms to identify the original language of the web content.
- Translation Integration: Integrate a pre-trained LLM-based model capable of multi-language translation, such as GPT-3.
- User Settings and UI: Design a user interface within the extension to allow users to set their native language preference and toggle translation on/off.
Technology Stack:
- LLM-based Translation Model: Utilize language models like GPT-3 for language translation.
- Browser Extension: JavaScript, HTML, and CSS for extension development.
- Backend: Python or Node.js for handling API requests to the translation model.
10 Exciting Project Ideas Using Large Language Models (LLMs)
Today the world is run by technology and the latest wizard of the tech world is the ChatGPT models and other LLMs(Large Language Models).
LLMs are very complexly designed AI models that process and generate large amounts of human data. They can mimic the activity of a professional human content expert and perform most of the NLP tasks with a high level of accuracy.
The LLMs have great power to work on a limited amount of knowledge provided to them and generate varieties of outputs from them. You name it and they can do it, generating essays, poems, speeches, debates, summarizing texts, and whatnot. This power of LLMs to work out different types of speech and text data and process unique content from it is amazing and can be utilized to far greater use by bringing in tangible formats that even layman can use. The problem with the current LLM format is that they are complex to understand and difficult to use and therefore, they are used to their full capacity only by a few in the population.