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Abhishek Maurya
Abhishek Maurya

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AI for Bharat Workshop 1 Lab Report

#aws #aiforbharat #hackathon

Building Multiple AI-Powered Apps Using PartyRock: Chatbots, Summarizers, Document Analysis & AI Art Generator

PartyRock has completely changed the way we build AI applications. Without writing any backend code, you can create powerful tools such as chatbots, document analyzers, summarizers, and even AI-art generators. In this blog, I am sharing the complete overview of the AI apps I built using PartyRock:

  • Geek Chatbot
  • Content Summarizer
  • Document Chat
  • ArtGenius: AI Painting Creator

These apps were created as part of my learning journey and experimentation with PartyRock’s no-code AI builder.

1. What is PartyRock?

PartyRock is a no-code AI playground where you can:

  • Build AI-powered apps
  • Use input/output blocks
  • Generate images
  • Analyze data
  • Create chat-style interfaces
  • Combine multiple workflows

Everything is drag-and-drop, making it ideal for rapid prototyping.

2. App 1 — Geek Chatbot (AI Explainer Bot)

The Geek Chatbot is designed to answer technical questions in a friendly, enthusiastic way.

link: Geek Chatbot

Features:

  • Explain complex tech topics (AI, ML, Deep Learning, RNNs, CNNs, etc.)
  • Generate diagrams using the image block
  • Provide bullet-point breakdowns
  • Chat-style interface for conversational learning

How it Works:

  1. User enters a technical topic.
  2. The chatbot explains the concept in a friendly tone.
  3. A second block generates a visual diagram (example: RNN architecture).
  4. A summary block highlights the main points.

Example Interaction

User: “What is RNN in deep learning?”

Geek Chatbot:

  • Gives enthusiastic explanation
  • Breaks it down into bullet points
  • Shows sequential data examples
  • Generates an RNN diagram image

This app is perfect for students who want a fun, interactive AI tutor.

3. App 2 — Content Summarizer

The Content Summarizer converts long text into short, readable summaries.

Link: Content Summarizer

Features:

  • Detailed summary section
  • One-line summary
  • Key takeaways
  • Simple textbox + output blocks
  • Clean UI for quick comprehension

How it Works:

  1. Paste any long content.
  2. The summarizer block processes the text.
  3. Three outputs are generated:
    • Detailed summary
    • One-line summary
    • Key bullet points

This is ideal for students, bloggers, researchers, and professionals who want quick insights.

4. App 3 — Document Chat

The Document Chat Application allows users to upload documents (PDF/text) and ask questions directly.


Link: Document Chat

Features:

  • Upload document
  • Ask follow-up questions
  • Extract answers from content
  • Perfect for academic notes and technical papers

How it Works:

  1. Upload your document.
  2. Ask a question like:
    • “Explain the formula on page 2”
    • “Summarize the introduction”
    • “What is the main objective?”
  3. The chat block reads the document and answers.

This app helps transform static documents into interactive study material.

How These Apps Were Built

All apps were built using the same core PartyRock building blocks:

Input Blocks

  • Text input
  • Document upload
  • Prompt fields

Output Blocks

  • Text responses
  • Summaries
  • Bullet points
  • Image generation

Logic Blocks

  • AI model response blocks
  • Connected workflows
  • Multi-output pipelines

PartyRock’s drag-and-drop system makes it possible to design multi-feature workflows with zero backend code.

Scaling These Apps (Future Plans)

Even though these apps run inside PartyRock, they can be scaled in the future by:

  • Moving heavy tasks to external APIs
  • Adding user authentication (Cognito/Firebase)
  • Hosting a dedicated frontend
  • Adding cloud storage for uploaded documents
  • Creating APIs to integrate with other apps

These steps can turn simple prototypes into production-ready tools.

Conclusion

Building AI-powered apps has never been easier. With PartyRock, anyone can create:

  • Chatbots
  • Summarizers
  • Document analysis tools
  • Creative AI generators

— all without writing code.

These apps helped me learn prompt engineering, interface design, and multi-block AI workflows.

If you're a beginner or even an experienced developer, PartyRock is the perfect playground to test ideas, build prototypes, and create real AI applications in minutes.

Stay tuned — I’ll be creating and sharing more AI apps soon!

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