AWS Community Day Mumbai 2024
🚀 No-Code Chatbot with Elasticsearch + AWS Bedrock (Talk Summary) Speaker: Ashish (Senior Developer Advocate, Elastic) Event: AWS Community Day Mumbai 2024 🔑 Why Search Still Matters with LLMs LLMs (like ChatGPT) are powerful but face: ❌ Hallucinations 💰 High cost per query 🔒 No access to private / real-time data ✅ Search grounds LLMs in reliable, domain-specific info. ⚡ Elasticsearch Capabilities Traditional keyword search + modern vector search. Real-world use cases: 📍 Geospatial queries (ride-sharing, food delivery) ❤️ Matchmaking 📊 Observability dashboards 📝 Centralized logging (Elastic Stack: Elasticsearch, Kibana, Beats, Logstash) 🤖 Retrieval-Augmented Generation (RAG) Workflow: ...