Saturday, May 25, 2024

Project 2

 


In this project, the idea is to build a system that enhances the visitor experience at historical sites like the Taj Mahal using AI technology. The system would utilize a chatbot powered by ChatGPT or a similar model integrated with a knowledge base of stories related to the Taj Mahal. This chatbot would engage visitors by providing them with interesting and personalized narratives about the historical site.


The focus of this project is to capture people's attention and offer them an engaging storytelling experience based on their preferences. The proposed AI or code base acts as a wrapper connecting to a local knowledge base about the Taj Mahal. The system would use prompts to generate relevant responses using ChatGPT and then refine or validate the output using the knowledge base.


The ultimate goal is to create a proof of concept that can be scaled for various applications, including museums. The key to sustainability lies in continuously improving the knowledge base to enhance relevance and validation capabilities. The team envisions expanding the project beyond the Taj Mahal to other historical sites and museums once the initial implementation is successful.


Overall, the project aims to leverage AI technology to enhance the storytelling experience for visitors at historical sites, starting with the Taj Mahal, by providing personalized and engaging narratives.





You are a a tour guide having PhD on Taj Mahal & histroy of the period. Your objective in life is to help people know beautiful and interesting story of Taj Mahal and help them appreciate the beauty of the same.


Confirg - 

1. You know everything about the Taj Mahal & history around it 

2. You are to keep all your responses direct and crisp

3. All responses should leave a hook to pique the interest of people. The idea is to keep them engaged in the Taj Mahal Story 

4. You are an eloquent author like J K Rolling who can see the magic in the world

5. Keep all the answers in story-engaging storytelling form and limit the response to 100 words



Email to Manoj - 


Dear Professor Vinay Lal,

I have been watching by Vinay lal UCLA lectures on Indian civilization and find them simply fascinating. Parallel to this, I have been closely following technological advancements in AI and computing. I strongly believe the world is on the verge of a transformation akin to the advent of electricity and the internet. This belief is echoed by tech industry leaders like Sam Altman (OpenAI) and Jensen Huang (NVIDIA). If this is true, many application use cases for the technology will emerge over time, much like washing machines and refrigerators for electricity and social media and e-commerce for the internet.

Countless inspiring stories are buried in history, yet few storytellers bring them to life. With technological breakthroughs, we can change that. While movies and reels capture attention, they often sacrifice mindfulness and presence. AI offers a chance to present curated historical narratives, such as those of the Taj Mahal, tailored for individuals. This can boost Indian tourism in the short run and share India's story with the world in the long run.

I have been contemplating this idea for the past 2-3 months and am working on it with a third-year student from NIT Trichy. While the world focuses on developing general intelligence and enhancing productivity in enterprises, I see an opportunity to revive historical sites like the Taj Mahal and museums, bringing them 'alive.' The goal is to capture people's attention and tell them beautiful, inspiring stories.

I would love to discuss this further and am seeking a mentor to help me stay accountable. If this interests you, let's schedule a 30-minute phone call or virtual meeting to discuss it.

Minimum viable product link (ChatGPT store) - https://chatgpt.com/share/bfdce820-f727-4e1a-b0d7-6bf565c08570

Note: 

1. You would need chatgpt plus subscription to use it. We are working on developing the front end for the same. 

2. I have attached my CV as my introduction

------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Details on How I plan to move forward - 

1. Introduction:I'm excited to introduce a transformative project that enhances historical tourism through AI technology. Our app creates personalized and engaging tours at sites like the Taj Mahal, delivering rich historical narratives via an AI chatbot.
2. Concept: This innovative app, using geofencing, activates stories about the site directly on the visitor's device, offering narratives in preferred styles, making each experience unique.
3. Market Need: The potential of AI in cultural engagement is vast yet underexploited. Our project shifts focus from corporate productivity to enhancing visitor experiences at historical sites.
4. Innovation: Our interactive solution differs from traditional guides by offering dynamic, conversational content, increasing both satisfaction and educational value.
5. Business Strategy: We plan to partner with the Archaeological Survey of India to integrate our solution with existing site infrastructures, addressing the operational costs and quality of tours.
6. Revenue Model: 
Funded through cultural preservation budgets and direct consumer payments, our model taps into significant government and private spending on heritage tourism.
7. Development Plan: Currently developing an MVP, we are gathering user feedback to refine our product. Our collaboration with ASI aims to scale our model across various historical sites.
8. Closing: Our project bridges technology with cultural storytelling, poised to revolutionize historical tourism by making every trip an immersive, informative experience.

Write a project introduction mail to - 

Srikanta Bedathur

Sunset Pic
Associate Professor
Department of CS & E, IIT-Delhi
New Delhi

Email: s b e d a t hu r [at] a c m [dot] org

I am primarily interested in the fusion of ideas from databases, information retrieval and machine learning to develop scalable analytics systems. Recently, I am working on:

  • Large-scale graph data management
  • Influence Propagation and Community Formation on Location- and Activity-based Social Networks
  • Knowledge-bases - infrastructure, modelling and practical usage
  • Data wrangling - data integration, relationship discovery and visualization
  • Information Retrieval using KB and neural models

I am an associate professor at the department of Computer Science and Engineering at IIT Delhi, and an adjunct faculty member at IIIT Delhi. Until recently I worked as a research scientist at IBM Research as part of AI Research team. Before joining IBM in 2014, I worked as a faculty member at IIIT-Delhi, where I was also heading the Max-Planck Partner Group on Large-scale Graph Search and Mining. Even before joining IIIT-D, I was a senior researcher at the Max-Planck Institute for Informatics (MPII) where I headed the subgroup of Text and Web Mining within the Databases and Informatics Systems department. My PhD(2005), for my work on building a database system for supporting a range of bioinformatics applications, was from the Indian Institute of Science, Bangalore.

I am on the lookout for Masters and PhD students (current and graduates) to work with me on topics related to large-scale graphs search/mining, information retrieval and knowledge management. Please drop me a mail if you are interested in working with me.


 Parallel to this, I have been closely following technological advancements in AI and computing. I strongly believe the world is on the verge of a transformation akin to the advent of electricity and the internet. This belief is echoed by tech industry leaders like Sam Altman (OpenAI) and Jensen Huang (NVIDIA). If this is true, many application use cases for the technology will emerge over time, much like washing machines and refrigerators for electricity and social media and e-commerce for the internet.


I have been watching by Vinay lal UCLA lectures on Indian civilization and find them simply fascinating. Parallel to this, I have been closely following technological advancements in AI and computing. I strongly believe the world is on the verge of a transformation akin to the advent of electricity and the internet. This belief is echoed by tech industry leaders like Sam Altman (OpenAI) and Jensen Huang (NVIDIA). If this is true, many application use cases for the technology will emerge over time, much like washing machines and refrigerators for electricity and social media and e-commerce for the internet.

Imagine standing before the majestic Taj Mahal, its ethereal beauty and intricate marble details whispering secrets of a bygone era. Beside you, a friend with a PhD in Mughal history passionately weaves tales of Shah Jahan's love, master artisans, and Mughal intrigue. Each story satisfies yet leaves a tantalizing hint, deepening your curiosity and engagement with history. Travel, like learning, is an awakening—a journey into the light of understanding.

Countless inspiring stories are buried in history, yet few storytellers bring them to life. With technological breakthroughs, we can change that. While movies and reels capture attention, they often sacrifice mindfulness and presence. AI offers a chance to present curated historical narratives, such as those of the Taj Mahal, tailored for individuals. This can boost Indian tourism in the short run and share India's story with the world in the long run.

I have been contemplating this idea for the past 2-3 months and am working on it with a third-year student from NIT Trichy. While the world focuses on developing general intelligence and enhancing productivity in enterprises, I see an opportunity to revive historical sites like the Taj Mahal and museums, bringing them 'alive.' The goal is to capture people's attention and tell them beautiful, inspiring stories.

If this interests you, let's schedule a 30-minute phone call or virtual meeting to discuss it. Would be great to hear your feedback on this. 

Minimum viable product link (ChatGPT store) - https://chatgpt.com/share/bfdce820-f727-4e1a-b0d7-6bf565c08570

Note: 

1. You would need chatgpt plus subscription to use it. We are working on developing the front end for the same. 

2. I have attached my CV as my introduction

Detailed solution - 

New Generation Technology-Driven Storyteller:

  • Understands the curiosity of travelers and enhances the overall travel experience at heritage sites.

Voice Input & Output Tool:

  • Distributed through a phone app, built on the legacy ASI virtual tour guide platform.

Enhanced Input Processing:

  • Input is processed to be more engaging by incorporating open-ended curiosity enhancers alongside concise answers to questions, fostering a question-led to another question model.

Advanced Processing Techniques:

  • User input is processed using prompt engineering techniques, utilizing existing advanced LLM models for output based on the credible knowledge base of ASI and universities.

Local Story Digitization:

  • After a successful pilot, aims to digitize local stories by involving and monetizing local tour guides, following models like the NYT & ChatGPT.

Future Plans:

  • Plan to build & train small LLM models internally to reduce dependency and overall costs associated with external LLM model engagement.




Survey Message - 

Hello Travellers

Picture yourself at the majestic Taj Mahal, its marble details whispering secrets of a bygone era. Beside you, a friend with a PhD in Mughal history weaves tales of Shah Jahan's love and intrigue. Each story deepens your curiosity and engagement with history. Travel is an awakening—a journey into understanding.

Many inspiring stories lie buried in history, yet few bring them to life. Technological breakthroughs can change this. While movies capture attention, they often miss mindfulness and presence. AI can offer curated historical narratives, like those of the Taj Mahal, tailored for individuals. This can boost Indian tourism and share India's story globally.

If this excites you, help us build it: https://forms.gle/DErTPLUkzGibEGQDA



Estimated financials: 

1. Total Tourist strength  - 67.75 cr  annually (0.75 cr International tourist & 67 cr Domestic tourist)
2. Average Ticket Price: INR 68 (calculated using a weighted average of ticket prices by ASI)
3. The Archaeological Survey of India (ASI) earned INR 236 crore from ticket sales to centrally protected ticketed monuments
4. Total Tourist interested in historical & cultural tourism - 3.5 cr (estimated based on ASI revenue & ticket size)
5. We estimated at 3x the monument ticket price the product can be easily priced i.e. ~200 per visit 
6. The unit cost of each visit should be < INR 10 (assuming a 45-60 mins interaction & <5000 words)
7. Estimated gross margin to be ~70% with overhead of 20% of revenue
8. In my estimated Taj Mahal project alone has the potential to secure ~INR 10 cr in annual revenue (calculated based on 10% penetration - 55 lac annual visitor)



App - 

Home Screen:

  • Welcome Screen: Visual of the Taj Mahal with the quote, "Discover the Stories Behind the Marble."
  • Menu: Explore Sites, Virtual Guide, Live Experiences, Settings.

Explore Sites:

  • Interactive Map: Pinpoints of historical sites, with Taj Mahal as the centerpiece.
  • Site Details: Comprehensive information, images, and 3D models of each location.
  • Stories Section: Engaging narratives about each site, inspired by historians like your PhD friend.

Virtual Guide:

  • AI Narration: Personalized tours with AI-driven storytelling, merging history with engaging anecdotes.
  • AR Experience: Augmented reality views of historical sites with detailed overlays of historical events and structures.
  • Chat with Historians: AI avatars of historians for real-time Q&A and deeper insights.

Live Experiences:

  • Hybrid Model: Connects with local photographers and tour guides for live streaming tours.
  • Event Calendar: Schedules for live storytelling sessions and virtual tours.
  • User Submissions: Encourage travelers to share their own experiences and stories.

Additional Features:

  • Museums & Restaurants: Recommendations and AR views of nearby cultural hotspots.
  • Travel Planner: Itinerary builder with historical themes.
  • Social Integration: Share experiences and stories on social media directly from the app.

Settings:

  • Language Options: Multilingual support for global users.
  • Personalization: Tailor content based on user preferences and interests.
  • Notifications: Updates on new stories, live events, and travel tips.




Buddha tell us - Life is suffering (Dukkha) caused by desire and attachment (Samudaya) due to ignorance. Suffering can be eliminated through knowledge. Enlightenment is found only on the path of knowledge.

Plato's "Allegory of the Cave" depicts prisoners in a cave who see only shadows on a wall, mistaking them for reality. One prisoner escapes, discovering the outside world and true reality. He returns to free the others, but they resist enlightenment, preferring familiar illusions.

Joseph Campbell's Hero's Journey outlines a universal narrative pattern: a hero ventures from the ordinary world into a realm of adventure, faces trials, achieves a transformative victory, and returns home with newfound wisdom or power to benefit their community. This framework underscores the hero's physical and spiritual growth.




Feature list - 


1. Personalized Narratives

  • Feature: AI-driven narratives tailored to each visitor's preferences and interests.
  • Benefit: Ensures a unique and engaging experience for each user, enhancing their connection to the historical site.

2. Voice and Text Interaction

  • Feature: Options for both voice and text-based interactions with the AI.
  • Benefit: Accommodates different user preferences, making the app more accessible and user-friendly.

3. Multi-Language Support

  • Feature: Support for multiple languages to cater to a diverse audience.
  • Benefit: Makes the app accessible to international tourists, enhancing their experience regardless of their language.

4. Offline Mode

  • Feature: Offline access to narratives and key features.
  • Benefit: Ensures the app is functional even in areas with poor internet connectivity, maintaining the user experience.

5. Interactive Maps and Navigation

  • Feature: Interactive maps with GPS navigation to guide visitors around the site.
  • Benefit: Helps users explore the site efficiently, ensuring they do not miss any important locations or features.

6. Integration with Local Guides and Photographers

  • Feature: Collaboration with local tour guides and photographers for authentic content.
  • Benefit: Adds a local flavor to the narratives and provides opportunities for visitors to book guided tours or photo sessions.

7. User-Generated Content and Reviews

  • Feature: Platform for users to share their experiences, photos, and reviews.
  • Benefit: Creates a community of engaged users, providing social proof and additional insights for potential visitors.

8. Gamification Elements

  • Feature: Incorporation of gamification elements like quizzes, challenges, and rewards for exploring the site.
  • Benefit: Increases user engagement and makes the learning process fun and interactive.

9. Push Notifications and Reminders

  • Feature: Push notifications for upcoming events, historical facts, and site-related updates.
  • Benefit: Keeps users informed and engaged with timely and relevant information, enhancing their overall experience.


Screen 1 - Login 

1. App Logo and Welcome Message - 

  • Feature: Display the app's logo prominently along with a welcome message.
  • Benefit: Establishes brand identity and creates a friendly, welcoming atmosphere for new users.

2. Username/Email and Password Fields

  • Feature: Fields for users to enter their username/email and password.
  • Benefit: Provides a straightforward method for users to log in to their existing accounts.

3. Social Media Login Options

  • Feature: Options to log in using social media accounts such as Google, Facebook, or Apple.
  • Benefit: Simplifies the login process and offers users convenient alternatives to traditional login methods.

4. Forgot Password Link

  • Feature: A link for users to recover their password if they forget it.
  • Benefit: Enhances user experience by providing an easy way to reset forgotten passwords.

5. Create Account/Sign Up Button

  • Feature: A button that directs new users to the account creation or sign-up screen.
  • Benefit: Facilitates easy access for new users to create an account and start using the app.

6. Guest Access Option

  • Feature: An option for users to explore the app as a guest without logging in.
  • Benefit: Allows users to experience the app's features without committing to an account creation, encouraging more downloads and trials.

7. Remember Me Checkbox

  • Feature: A checkbox for users to stay logged in on their device.
  • Benefit: Increases convenience by allowing users to skip the login process on subsequent app uses.

8. Terms and Privacy Policy Links

  • Feature: Links to the app's terms of service and privacy policy.
  • Benefit: Ensures users are informed about the app's policies and their rights.

9. Login Button

  • Feature: A button to submit the login form.
  • Benefit: Initiates the login process.

10. Loading Indicator

  • Feature: An indicator (e.g., spinner) that shows the app is processing the login request.
  • Benefit: Provides feedback to users that their request is being processed, enhancing user experience.

Example Layout:

Top Section:

  • App Logo
  • Welcome Message

Middle Section:

  • Username/Email Field
  • Password Field
  • Forgot Password Link

Bottom Section:

  • Social Media Login Options (Google, Facebook, Apple)
  • Login Button
  • Remember Me Checkbox
  • Guest Access Option
  • Create Account/Sign Up Button

Footer:

  • Terms and Privacy Policy Links

Example Visual Layout:

[ App Logo ]
[ Welcome Message ] [ Username/Email Field ] [ Password Field ] [ Forgot Password Link ] [ Login Button ] [ Remember Me Checkbox ] [ Guest Access Option ] [ Create Account/Sign Up Button ] [ - Or login with - ] [ Google Button ] [ Facebook Button ] [ Apple Button ] [ Terms and Privacy Policy Links ]



Screen 2 - Landing page -

Essential Features for the Landing Page

  1. Welcome Banner

    • Feature: A banner with a personalized welcome message.
    • Benefit: Creates a friendly and engaging atmosphere for the user.
  2. Search Bar (with Voice and Type)

    • Feature: A prominent search bar that supports both voice and text input.
    • Benefit: Enhances usability by allowing users to quickly find historical sites or information using their preferred input method.
  3. User Profile Summary

    • Feature: A summary of the user's profile, including recent activity and favorite sites.
    • Benefit: Allows users to quickly access their personal data and preferences.
  4. Featured Stories and Articles

    • Feature: Highlight interesting historical narratives and articles.
    • Benefit: Engages users with captivating content.
  5. Events and Notifications

    • Feature: A section for upcoming events, recent updates, and notifications.
    • Benefit: Keeps users informed and engaged with the latest information.

Example Layout

Top Section:

  • Welcome Banner: "Welcome back, [User's Name]!"
  • Search Bar (with Voice and Type): Prominently placed below the welcome banner, with icons for both text and voice input.

Main Section:

  • User Profile Summary: Recent activity, favorite sites, and profile picture.

Middle Section:

  • Featured Stories and Articles: Scrollable list or grid of articles.

Lower Section:

  • Events and Notifications: Upcoming events and important updates.

Example Visual Layout:

[ Welcome Banner: "Welcome back, [User's Name]!" ] [ Search Bar (with Voice and Type) ] [ User Profile Summary ] [ Featured Stories and Articles ] [ Events and Notifications ]

Screen 3 - Featured Stories and Articles

Essential Features for the Detailed Story/Article Page

  1. Title and Hero Image

    • Feature: A large title at the top and a hero image related to the story or article.
    • Benefit: Captures the user's attention and sets the context for the content.
  2. Story/Article Content

    • Feature: The main content of the story or article, including text, images, and possibly videos.
    • Benefit: Provides an in-depth and engaging narrative for the user.
  3. Author Information

    • Feature: Information about the author, including their name, photo, and a brief bio.
    • Benefit: Adds credibility and a personal touch to the content.
  4. Related Stories/Articles

    • Feature: A section displaying related stories or articles.
    • Benefit: Encourages users to continue exploring similar content.
  5. Comments and Discussion

    • Feature: A comments section where users can leave their thoughts and engage in discussions.
    • Benefit: Promotes user engagement and community building.
  6. Share Options

    • Feature: Buttons to share the story/article on social media platforms.
    • Benefit: Allows users to easily share content with their networks, increasing the reach of the content.
  7. Back to Landing Page Button

    • Feature: A button to navigate back to the landing page.
    • Benefit: Provides an easy way for users to return to the main screen without losing their place.

Example Layout

Top Section:

  • Title and Hero Image: The title of the story/article and a large, relevant image.

Main Section:

  • Story/Article Content: The main narrative, divided into sections with headings, text, images, and videos.

Sidebar (Optional):

  • Author Information: Photo, name, and brief bio of the author.

Middle Section:

  • Related Stories/Articles: Thumbnails and titles of related content.

Lower Section:

  • Comments and Discussion: User comments and a form to add new comments.
  • Share Options: Icons for sharing on social media platforms.

Footer:

  • Back to Landing Page Button

Example Visual Layout:


[ Title of the Story/Article ] [ Hero Image ] [ Story/Article Content ] [ Section 1 Heading ] [ Text, Image, Video ] [ Section 2 Heading ] [ Text, Image, Video ] ... [ Sidebar (Optional) ] [ Author Information: Photo, Name, Bio ] [ Related Stories/Articles ] [ Related Story 1: Thumbnail, Title ] [ Related Story 2: Thumbnail, Title ] ... [ Comments and Discussion ] [ User Comment 1 ] [ User Comment 2 ] ... [ Add a Comment Form ] [ Share Options ] [ Facebook Icon | Twitter Icon | Instagram Icon ] [ Back to Landing Page Button ]









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