Ship Your AI-Native App in 8 Hours: Winter Hackathon Quick-Start Guide

# Ship Your AI-Native App in 8 Hours: AINative Winter Vibe Coding Hackathon Quick-Start Guide **Ready to build something incredible at tomorrow's hackathon?** This is your complete guide to the AINative technology stack - designed to help you go from idea to demo in just 8 hours. Whether you're building a multi-agent coding assistant, a semantic search engine, or an AI-powered app with real-time features, this guide breaks down exactly which components to use and how to wire them together **fast**. --- ## 🎯 Your Mission: Ship in 8 Hours **Event**: AINative Winter Vibe Coding Hackathon **Date**: Saturday, January 3, 2026 **Time**: 8:00 AM - 4:00 PM PST **Format**: Virtual build sprint with mentor support **Build Sprint Schedule:** - **9:30-10:00 AM**: Pitch & team formation - **10:00 AM-12:30 PM**: Build Sprint #1 (2.5 hours) - **12:30-1:00 PM**: Midday checkpoint & scope refinement - **1:00-2:45 PM**: Build Sprint #2 (1.75 hours) - **3:00-4:00 PM**: Live demos & showcase **Total coding time**: ~4.5 hours of focused building + mentor support --- ## 🏗️ The AINative Stack: Your Building Blocks Here's your technology stack, organized by what you need to ship fast: | Component | What It Does | When To Use | Time to Setup | |-----------|--------------|-------------|:-------------:| | **ZeroDB** 🗄️ | Vector database for semantic search & memory | AI apps with search, RAG, or agent memory | **5 min** ⚡ | | **AI Kit** 🧰 | Framework-agnostic AI hooks | React/Vue/Svelte chat UIs | **2 min** ⚡ | | **Agent APIs** 🤖 | Multi-agent orchestration & coordination | Agent swarms, task distribution | **10 min** ⏱️ | | **SDK Suite** 📦 | Python/TypeScript/Go SDKs | Backend logic, data processing | **3 min** ⚡ | | **AINative IDE** 💻 | Desktop IDE with AI-native features | Full development environment | **Download & install** 🚀 | --- ## 🚀 Quick-Start: Choose Your Path ### Path 1: Build a RAG-Powered Search App (Beginner-Friendly) **What you'll build**: Semantic search over your documents with AI-powered answers **Time**: 3-4 hours **Stack**: ZeroDB + Python SDK + Streamlit UI #### Step 1: Install & Setup (5 minutes) ```bash # Install Python SDK with FREE embeddings pip install zerodb-mcp # Get your API key (FREE tier) # Visit: https://www.ainative.studio/signup ``` #### Step 2: Upload Your Documents (10 minutes) ```python from zerodb_mcp import ZeroDBClient client = ZeroDBClient(api_key="your_api_key") # Upload documents with automatic embedding generation (FREE!) documents = [ "AINative provides vector databases and agent orchestration", "ZeroDB supports semantic search with quantum compression", "Our Python SDK includes 60+ operations for AI development" ] for i, doc in enumerate(documents): result = await client.embeddings.embed_and_store( project_id="hackathon-demo", text=doc, metadata={"doc_id": i, "source": "demo"} ) print("✅ Documents indexed!") ``` **Why this is fast**: No need for OpenAI API - embeddings are **FREE** with our Python SDK using BAAI BGE models. **📚 Learn More**: [ZeroDB: High-Performance Vector Database](https://www.ainative.studio/blog/zerodb-high-performance-vector-database-for-ai-applications) **🔗 Resources**: - [Python SDK Repo](https://github.com/ainative/zerodb-mcp-python) - [PyPI Package](https://pypi.org/project/zerodb-mcp/) --- ### Path 2: Multi-Agent System (Advanced) **What you'll build**: Coordinated agents that work together to solve tasks **Time**: 4-5 hours **Stack**: TypeScript SDK + Agent APIs + React UI #### Step 1: Install TypeScript SDK (3 minutes) ```bash # Full AINative platform with Agent APIs npm install @ainative/zerodb-mcp-client ``` The TypeScript SDK includes **86+ operations**: 60+ ZeroDB operations + 26 Agent API operations. **📚 Learn More**: - [AINative SDK Suite: Multi-Language Power](https://www.ainative.studio/blog/zerodb-sdk-suite-multi-language-power) - [Getting Started with AINative SDKs](https://www.ainative.studio/blog/getting-started-with-ainative-sdks-a-developers-guide) **🔗 Resources**: - [TypeScript SDK Repo](https://github.com/ainative-studio/zerodb-mcp-client) - [NPM Package](https://www.npmjs.com/package/@ainative/zerodb-mcp-client) --- ### Path 3: Full-Stack AI App with UI (Intermediate) **What you'll build**: Complete AI app with chat interface and semantic search **Time**: 5-6 hours **Stack**: AI Kit + ZeroDB + React + Agent APIs **📚 Learn More**: [AI Kit: Framework-Agnostic AI Development](https://www.ainative.studio/blog/ai-kit-framework-agnostic-ai-development) --- ## 📦 All Repos & Packages (Quick Reference) ### SDKs **Python** (ZeroDB + FREE Embeddings): ```bash pip install zerodb-mcp ``` - 🔗 [GitHub](https://github.com/ainative/zerodb-mcp-python) - 📦 [PyPI](https://pypi.org/project/zerodb-mcp/) **TypeScript** (ZeroDB + Agent APIs): ```bash npm install @ainative/zerodb-mcp-client ``` - 🔗 [GitHub](https://github.com/ainative-studio/zerodb-mcp-client) - 📦 [NPM](https://www.npmjs.com/package/@ainative/zerodb-mcp-client) **Go** (ZeroDB + Agent APIs): ```bash go get github.com/ainative/go-sdk ``` - 🔗 [GitHub](https://github.com/AINative-Studio/zerodb-go-sdk) --- ## 🚀 Let's Build Something Amazing! You have access to: - ✅ **86+ API operations** across SDKs - ✅ **FREE embeddings** (Python SDK) - ✅ **Vector database** (ZeroDB) - ✅ **Multi-agent orchestration** (Agent APIs) - ✅ **Mentor support** throughout the day **The only limit is your imagination.** See you at 9:00 AM PST tomorrow! --- ## 👾 Join the Community Stay connected before, during, and after the event: 🧠 **Discord** — connect, collaborate, or ask questions 👉 https://discord.com/invite/Nux9vVnX 📲 **WhatsApp Group** — quick updates and event conversations 👉 https://chat.whatsapp.com/Kn0Fz7Gzodx7Tj87o34ysD 🌐 **Remote Participants** 📺 Join via Google Meet (link will be shared separately) --- *Built with ❤️ for the AINative Winter Vibe Coding Hackathon*

Ship Your AI-Native App in 8 Hours: Winter Hackathon Quick-Start Guide

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