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Explore the top contributors showcasing the highest number of app submissions within our community.

Weaviate

Weaviate is an open-source vector database that enables you to store data objects and vector embeddings from your preferred ML models. Moreover, it offers smooth scalability for handling billions of data objects.

General
AuthorWeaviate
Repositoryhttps://github.com/weaviate
TypeVector Database

Weaviate - Helpful Resources

Explore Weaviate resources to better understand and utilize Weaviate, the AI native vector database, effectively in your projects.

  • Weaviate Documentation Comprehensive documentation for Weaviate
  • Weaviate Quickstart In this quickstart guide, you'll discover how to build a vector database using Weaviate Cloud Services (WCS), import data, and conduct vector search.
  • WCS - Weaviate SaaS Connect to the Weaviate Cloud Services or to a local Weaviate (Keep in mind that Weaviate can also be utilized locally with Docker).

Delve into Weaviate's similarity search to quickly and accurately identify closely related data within your vector database.

GraphQL API

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Weaviate AI technology page Hackathon projects

Discover innovative solutions crafted with Weaviate AI technology page, developed by our community members during our engaging hackathons.

AI HR Assistant and Contract Generator

AI HR Assistant and Contract Generator

HR teams spend the majority of their time on repetitive operational tasks instead of strategic initiatives. Every new hire requires hours of manual contract customization. Employees repeatedly ask the same policy questions, interrupting HR workflows. Simple requests like address updates require tickets and back-and-forth emails. Feature 1: Intelligent Contract Generator Input: Structured form (role, salary, location, start date, equity details) AI Core: Claude generates legally-formatted employment contracts, adapting to jurisdiction (e.g., US vs UK vs India labour law) Human Oversight: Generated contracts go through an approval step before finalising Demo wow factor: Show a contract generated in seconds for 2-3 different countries with correct local clauses Feature 2: Conversational HR Assistant (Chatbot) Interface: Web-based chat UI (could extend to Slack later) AI Core: RAG-powered chatbot that ingests company policies (leave, benefits, expenses) and answers employee questions with citations Request Processing: Handle simple requests like "update my address" with structured workflows Escalation: Graceful handoff when the bot can't answer confidently

ChartSeek AI Search for Trading Education Videos

ChartSeek AI Search for Trading Education Videos

ChartSeek: AI-Powered Trading Education Video Intelligence Traders face an overwhelming challenge: thousands of hours of educational videos, yet finding that moment explaining a "head and shoulders pattern" means scrubbing through endless footage. Traditional search fails because traders need to find visual chart patterns, not just spoken words. The Industry Gap Current video platforms offer only keyword search against titles and descriptions. Trading platforms like TradingView, Investopedia, and YouTube provide no way to search inside video content. Enterprise solutions cost $50K+ annually yet still can't match visual patterns. Traders waste hours rewatching purchased content, unable to locate specific setups. This gap costs traders their most valuable resource: time for analyzing live markets. How ChartSeek Bridges This Gap ChartSeek combines OpenAI's CLIP visual understanding with Whisper speech recognition. Unlike keyword search, ChartSeek understands what's visually on screen. Search "bullish engulfing on support" or "descending triangle breakdown"—and instantly jump to that exact frame, even if never explicitly mentioned by the instructor. The system transcribes spoken commentary, extracts representative keyframes, and generates visual embeddings. Searches query both transcript and visual index simultaneously, returning ranked results with confidence scores. Technical Foundation Built on TheAgenticAI's CortexON multi-agent framework with OpenAI Codex workflow architecture. Runs 100% locally using open-source models—zero API costs, complete privacy for proprietary strategies. Key Capabilities - Visual pattern search by description - Cross-modal text-to-image matching - Automatic timestamped transcription - Instant clip extraction ChartSeek delivers 90% reduction in search time, transforming passive video libraries into queryable intelligence. Less searching, more trading.

NetConnect

NetConnect

Public Sector Network Connectivity Analyzer The Public Sector Network Connectivity Analyzer is a comprehensive solution designed to address the critical need for reliable network monitoring across public institutions. Our application serves as an essential tool for IT administrators managing connectivity infrastructure for schools, healthcare facilities, government offices, libraries, and other public service organizations. Core Capabilities Real-Time Network Visualization Interactive diagrams and topology maps provide clear visibility into how public institutions are connected, displaying network elements, connection points, and infrastructure components with intuitive visualization tools. Performance Monitoring System Our platform continuously tracks vital network metrics including uptime percentages, latency measurements, bandwidth utilization, and connection status across the entire public sector network, enabling proactive management. Advanced Simulation Engine IT professionals can run comprehensive simulations to test network resilience under various scenarios such as increased user loads, infrastructure failures, or cyber incidents, helping identify vulnerabilities before they impact critical services. Institution Management Portal Administrators can efficiently manage information about connected institutions, monitor their connection status in real-time, and access detailed performance metrics through a unified dashboard interface. Geographic Mapping Integration Our system incorporates geographic visualization capabilities to display the physical distribution of institutions and network infrastructure across regions, facilitating better resource allocation and planning. Technical Implementation This solution addresses the unique challenges faced by public sector organizations that require reliable connectivity for delivering essential services to communities, while providing the tools needed to ensure network resilience, performance, and security.

REACH

REACH

REACH: Unlock Your Market's Pulse. Instantly understand your target audience by uploading your startup's materials like website link(s) and/or pitch deck. REACH analyzes real-time trends on Instagram, Twitter, and Reddit, delivering tailored insights on customer needs, competitor activity, and emerging opportunities. Get AI-powered marketing strategies and chat with a RAG-based AI agent to dive deeper into your data and the wider market. REACH empowers you to build products your customers crave, identify new opportunities, launch campaigns that resonate and connect with your target audience like never before. REACH automates market research by leveraging AI to extract, analyze, and generate insights from social data. Founders upload their startup materials (website links, pitch decks), which are processed into structured descriptions and stored as vector embeddings in a Weaviate database. REACH dynamically generates platform-specific keywords to fetch real-time data from Instagram, Twitter, and Reddit APIs. This data, combined with the startup's profile, is analyzed using IBM Granite-3B, identifying trends, customer pain points, and competitor activity. The system then generates tailored insights and marketing strategies optimized for each platform. The AI agent enhances exploration with two core tools: a vector search for startup-specific knowledge and a real-time web search for broader market research. It intelligently selects the best source to generate data-driven responses, helping founders make informed strategic decisions.

SupplyGenius Pro

SupplyGenius Pro

Core Features 1. Document Processing & Analysis - Automated analysis of supply chain documents - Extraction of key information (parties, dates, terms) - Compliance status verification - Confidence scoring for extracted data 2. Demand Forecasting & Planning - AI-powered demand prediction - Time series analysis with confidence intervals - Seasonal pattern recognition - Multi-model ensemble forecasting (LSTM, Random Forest) 3.Inventory Optimization - Real-time inventory level monitoring - Dynamic reorder point calculation - Holding cost optimization - Stockout risk prevention 4. Risk Management - Supply chain disruption simulation - Real-time risk monitoring - Automated mitigation strategy generation - Risk score calculation 5. Supplier Management - Supplier performance tracking - Lead time optimization - Pricing analysis - Automated purchase order generation 6. Financial Analytics - ROI calculation - Cost optimization analysis - Financial impact assessment - Budget forecasting 7. Real-time Monitoring - Live metrics dashboard - WebSocket-based alerts - Performance monitoring - System health tracking 8. Security Features - JWT-based authentication - Role-based access control - Rate limiting - Secure API endpoints -- Technical Capabilities 1. AI Integration - IBM Granite 13B model integration - RAG (Retrieval Augmented Generation) - Custom AI toolchains - Machine learning pipelines 2. Data Processing - Real-time data processing - Time series analysis - Statistical modeling - Data visualization 3. Performance Optimization - Redis caching - Async operations - Rate limiting - Load balancing 4. Monitoring & Logging - Prometheus metrics - Detailed logging - Performance tracking - Error handling

BYTE-Pocket Nutritionist

BYTE-Pocket Nutritionist

BYTE is an innovative mobile app that acts as your pocket-sized nutritionist, empowering individuals to make informed dietary choices. Using cutting-edge AI models and Google Cloud technologies, BYTE helps users understand their food options and manage their health more effectively The app features a powerful image recognition tool that allows users to scan food labels and get detailed nutritional breakdowns in real-time. BYTE’s AI-powered chatbot provides personalized advice based on each user’s unique health profile, dietary restrictions, and preferences. With multilingual support, BYTE offers guidance in multiple languages, making it accessible to users worldwide. BYTE also fosters a vibrant community, enabling users to connect, share experiences, and support each other on their health journeys. The app ensures data privacy by securely storing personal information, allowing users to maintain control over their health data. Whether you're looking for healthier food alternatives, need advice on managing dietary restrictions, or want a simple platform to track your nutrition, BYTE provides a comprehensive, easy-to-use solution. By combining AI, cloud technology, and a user-centered design, BYTE empowers individuals to make healthier choices and live a more informed lifestyle.