Notes

The Employment Department at present has a digital platform www.pgrkam.com and its mobile application to provide almost all services offered to job seekers and employers through digital means. The portal has multiple modules like private sector jobs, government jobs, self-employment avenues, foreign jobs, foreign study, counseling, guidance, induction into armed forces, job melas, etc. Currently, when a user visits the portal/app, there is no hand-holding mechanism to help the user get to the part of the digital platform which will resolve his queries. The user is required to navigate across multiple modules on the portal/ app to search for answers.


The requirement set is given below:

1. To build a smart chatbot on top of Large Language Model (LLM)- driven chatbots like ChatGPT that uses transformers like GPT3. The aim is to assist the user through a digital assistant to provide answers to all queries the user and reduce the time and effort while navigating to any part of the PGRKAM digital platform.

2. The system should be able to intelligently addresses text and voice queries in Punjabi/English/Hindi around job search, skill development and foreign counseling along with recommending jobs based on the candidate’s preference. A multilingual screen reading module could be added for better query handling.

3. The app will also be able to maintain candidates’ history and preferences to add a level of personalization for better recommendations. Expected Outcome User should be able to chat/read/listen and discover any information pertaining to job, skill development or foreign counseling on smartphone or laptop computer.


Created with AIPRM Prompt "DALL-E & Bing Image prompt generator"

1. Generate an image depicting a futuristic, multilingual chatbot system with a vibrant and dynamic art style, showcasing its ability to assist users in Punjabi, English, and Hindi.

2. Create an illustration of a sophisticated, intelligent digital assistant overlaid on a Large Language Model, demonstrating its efficiency in addressing text and voice queries related to job search, skill development, and foreign counseling.

3. Produce an artistic representation of a personalised chatbot experience, combining historical data and user preferences, with a modern and abstract art style that conveys the concept of job and skill recommendations.

4. Design an image featuring a tech-savvy, multilingual chatbot integrated into a smartphone and laptop, utilizing a minimalist art style to highlight its ease of use for discovering information on job opportunities and skill development.

5. Craft an imaginative visual of a dynamic, screen-reading module seamlessly interacting with users, set against a random, colourful background, illustrating its role in enhancing query handling in the PGRKAM digital platform.


1.Create a futuristic multilingual chatbot system illustration.
2.Illustrate a smart digital assistant handling job queries.
3.Design a personalised chatbot experience artwork.
4.Visualize a tech-savvy chatbot on smartphones and laptops.
5.Craft a dynamic screen-reading module image.


Generate a use case diagram for a multilingual chatbot assisting users with job-related queries and recommendations."