Скачать или смотреть 🤖 Elastic Context Concierge | AI-Powered Document Search Revolution

Transform how you interact with documents using hybrid search + AI intelligence!

🚀 What makes this special:
✅ Hybrid Search Engine (Vector + Keyword)
✅ Multi-Agent AI Architecture
✅ Real-time Streaming Responses
✅ Google Cloud Optimized
✅ Zero Hallucination - Grounded in YOUR documents

💡 The Problem: Knowledge workers waste 2.5 hours daily searching through documents. Traditional search misses context, AI chatbots hallucinate facts.

🎯 Our Solution: Intelligent document assistant combining Elasticsearch's precision with Vertex AI's understanding.

⚡ Key Features: • Smart intent detection and query routing • Specialized AI agents for different analysis types
• Sub-2-second response times • Contextual answers with proper citations • Serverless architecture for cost efficiency

🛠 Tech Stack: Frontend: Next.js, TypeScript, Tailwind CSS Backend: Express.js, Node.js Search: Elasticsearch 8.15 with hybrid search AI: Google Vertex AI with custom agents Cloud: Google Cloud Run, Cloud Build, Secret Manager

📊 Performance: • 85%+ relevance accuracy • 2 second response times • $35/month operating costs • Auto-scaling 0-100+ concurrent users

🏆 Built for: Elastic AI Accelerate Hackathon

📖 Documentation: Full technical details in README
🎬 Demo Timestamps:
0:00 Introduction
0:30 Live Demo - Basic Search
0:55 Comparative Analysis
1:20 Technical Questions
1:45 Architecture Overview
2:15 Key Innovations
2:35 Try It Yourself

#ElasticSearch #VertexAI #GoogleCloud #AI #MachineLearning #DocumentSearch #HybridSearch #Hackathon #ElasticAIAccelerate #CloudRun #NextJS #TypeScript #RAG #VectorSearch #IntelligentSearch

Tags: #elasticsearch #vertexai #googlecloud #hybridsearch #aiassistant #document-search #rag #vector-search #nextjs #typescript #cloud-run #intelligent-search #multi-agent #real-time