ChatGPT – Powered WhatsApp Chatbot

MeitY's BHASHINI is creating a WhatsApp chatbot powered by ChatGPT to help Indian farmers learn about various government initiatives.

Important Points:

• BHASHINI is the name of India's artificial intelligence (AI)-powered language translation platform (BHASHa INterface for India).
• The introduction of the WhatsApp chatbot may take some time due to ChatGPT's limited support for regional languages and present dependency on English for input.

What are the intended purposes?

• Users will be able to send queries via voice notes.
• Simply ask a question using voice notes, and ChatGPT will react with a voice-based answer.
• The chatbot was created with the rural and agrarian population of India in mind, which is primarily dependent on government initiatives and aid.
• Because these potential users speak a variety of languages, it is crucial to create a language model that can correctly identify and understand them.
• This will help a lot of Indian farmers who might not be accustomed with smartphone typing.
• The ChatGPT-powered WhatsApp chatbot will support 12 languages, including English, Hindi, Tamil, Telugu, Marathi, Bengali, Kannada, Odia, and Assamese.
• The Bhasha Daan Initiative will be used because the majority of the chatbot's users won't be able to communicate in English.
• Bhasha Daan is an initiative to get public feedback for several Indian languages as part of Project BHASHINI. It solicits participation from residents in the development of an open data repository for the purpose of digitally enhancing one's native tongue.

What drawbacks do these models have?

• It's likely that generative AI models like Google's Bard or ChatGPT don't always provide appropriate responses.
• In regards to the James Webb Space Telescope, Bard recently made a mistake. The value of the company's shares dropped by USD 100 billion after the error was found.
• At its present testing phase, the WhatsApp chatbot can only respond to questions that are straightforward regarding government programmes and other subjects.
• This is mostly caused by ChatGPT's inability to currently obtain information from the Internet in real time.
• Only data from 2021 and later is available in the dataset used to train ChatGPT's language model.
• Nevertheless, this might alter soon. Recently, a revamped version of the AI technology that underpins ChatGPT's search engine, Bing, was unveiled by Microsoft.
• The feature will be powered by GPT 3.5, an improved version of the OpenAI language model that serves as ChatGPT's foundation.
• This was known as the "Prometheus Model," and it asserted that it could reply to search queries more effectively than GPT 3.5 by using more recent data and annotated responses.

What is ChatGPT?

• A ChatGPT variation is GPT (Generative Pre-trained Transformer), a large-scale neural network-based language model created by OpenAI.
• GPT models are trained on a significant amount of text data in order to generate text that is human-like.
• It has the capacity to formulate answers to a wide range of queries, offer justifications, and take part in dialogues.
• The ChatGPT has the ability to "admit its mistakes, contest erroneous premises, and decline unsuitable requests," as well as "address follow-up inquiries."
• The chatbot was also trained using reinforcement learning from human feedback (RLHF).
• Usage: As some users have found, it may be used in practical circumstances for things like online content creation, digital marketing, customer service, and even code debugging.
• The bot can simulate human speech while responding to a variety of queries.
• It is being considered as a substitute for standard emails, party schedules, CVs, and even college students' essays and assignments.