
Prompt2Form: AI-Powered Form Creation Through Conversational Intelligence Prompt2Form revolutionizes form creation by leveraging IBM watsonx Orchestrate's multi-agent architecture to transform natural language descriptions into production-ready forms instantly. Our solution addresses a critical business pain point: organizations waste valuable time and resources on form creation, with marketing teams waiting days for developer support and HR departments struggling with rigid form builders. Built on IBM watsonx Orchestrate, we've engineered five specialized AI agents working in perfect coordination: the Form Generator interprets requirements and designs structures, the Form Editor handles contextual modifications, the Email Distribution Agent manages deployment, the Response Collection Agent tracks submissions, and the Analytics Agent delivers actionable insights. Each agent maintains conversation memory through thread-based sessions, enabling truly intelligent, context-aware interactions. The platform features an intuitive React TypeScript interface with multi-language support, visual drag-and-drop editing, default templates for common use cases, one-click publishing, and real-time response collection. Our Node.js backend provides intelligent agent routing and seamless IBM Cloud IAM authentication. The business impact is immediate and measurable: we've reduced form creation time by 90%, eliminating technical bottlenecks that cost businesses thousands in lost productivity. What traditionally takes 5-7 days now takes 20 minutes. From Fortune 500 enterprises to small businesses, Prompt2Form democratizes access to enterprise-grade AI, proving that advanced technology can be both powerful and accessible. This is innovation with impactโAI that solves real problems and works the way humans naturally communicate.
23 Nov 2025

A Chrome extension that auto-fills web forms using your personal documents. Built with Google Cloud AI for the Google DeepMind category. ## What It Does Upload your resume or LinkedIn profile, and the extension intelligently fills forms across the web. It uses semantic search to understand field context and extract the right values from your documents. ## Features - **Smart Form Filling**: Auto-fills fields using your knowledge base - **LinkedIn Import**: One-click import from your profile URL - **Voice Assistant**: Speak to fill missing fields with conversational AI - **Hybrid Storage**: Local (private) or cloud (unlimited) ## Google Cloud Technologies **Cloud Functions (5 serverless functions)** - scrape-linkedin: Imports LinkedIn profiles - save-embeddings: Stores vectors in cloud - retrieve-embeddings: Fetches vectors for search - delete-embeddings: Manages data deletion - extract-pdf-text: Processes PDF documents **Cloud Storage**: Unlimited storage in myformsnapper-embeddings bucket with per-user organization **Gemini AI** - Gemini 2.5 Flash for form analysis and value extraction - Embedding API for 768-dimensional semantic vectors - Live API 2.5 for real-time voice assistant - Gemini Nano for on-device private inference ## Architecture **Two-Stage Analysis**: Separates structure detection from value extraction, reducing tokens so user data stays on-device with Gemini Nano for better privacy. **Hybrid Routing**: Small forms use Gemini Nano (private, instant). Large forms use Gemini 2.5 Flash (powerful, accurate). **Storage Choice**: Privacy-conscious users keep data local. Power users store unlimited documents in cloud. ## Impact - Job seekers save hours weekly on applications - 80% time savings on form filling - 100% privacy with on-device AI - Zero server management ## Tech Stack Cloud Functions Gen2, Cloud Storage, Gemini 2.5 Flash, Live API, Embedding API, Firebase AI SDK, Chrome Manifest V3, Gemini Nano
19 Nov 2025

Transform your YouTube comment section into a powerful insight engine that reveals what your audience truly thinks and wants. Vibelytics uses advanced AI to analyze every comment, providing deep understanding of viewer sentiment, engagement patterns, and content opportunities. Key Features: ๐ฏ Comprehensive Comment Analysis - Analyze hundreds of comments in seconds - Real-time sentiment tracking (positive, negative, neutral) - Identify top engaged users and influential comments - Detect patterns, trends, and recurring themes ๐ค GPT-5 Powered Intelligence - Extract business opportunities from viewer feedback - Discover content ideas your audience is asking for - Identify areas for improvement based on criticism - Understand what features viewers love most ๐๏ธ AI Voice Synthesis & Podcasts - Generate professional podcasts from comment insights - Choose from multiple AI voices (Rachel, Adam, Bella, Josh) - Create 3-minute audio summaries of viewer feedback - Perfect for content creators who prefer listening over reading ๐ Visual Insights Dashboard - Word cloud visualization of trending topics - Engagement quality scoring - Questions from viewers organized by theme - Export all data to CSV for further analysis ๐ก Smart Features - 7-day intelligent caching to save API calls - Email insights directly to your team - Troll and spam detection - Multi-API support (YouTube, OpenAI, AIML, ElevenLabs) Perfect For: - Content Creators seeking audience insights - Marketers analyzing brand sentiment - Product Managers gathering user feedback - Educators understanding student questions How It Works: 1. Navigate to any YouTube video 2. Click "Analyze Comments" in the Vibelytics panel 3. View comprehensive insights instantly 4. Generate podcasts or export data as needed Stop guessing what your viewers want - let their comments guide your strategy.
24 Aug 2025