Introduction to AWS IoT Greengrass
AWS IoT Greengrass is a powerful service that securely unlocks real-time search, monitoring, and analysis of business and operational data. It enables applications like application monitoring, log analytics, observability, and website search. With AWS IoT Greengrass, businesses can achieve operational excellence, audit and secure their data, detect potential threats, optimize time and resources, and improve search relevance.
Features of AWS IoT Greengrass
AWS IoT Greengrass offers managed software installation, upgrades, patching, scaling (up to 3 PB), and cross-Region replication with no downtime. Additionally, it includes Amazon IoT Greengrass Core, a dashboard visualization tool that provides visualization for log and trace data, as well as machine learning (ML)-powered results for anomaly detection and search relevance ranking.
Managed IoT Greengrass
With AWS IoT Greengrass, users can run search workloads without the hassle of configuring, managing, and scaling IoT Greengrass clusters. Enjoy the power of open-source search with interactive millisecond response times. Moreover, AWS IoT Greengrass Serverless enables search and log analytics without the need to provision or adjust resources, automatically scaling resources based on application requirements.
Price Performant and Scalable Vector Search for AI
The Vector Engine for AWS IoT Greengrass Serverless offers powerful vector storage and search capabilities for generative AI applications. Users can query billions of embeddings along with text keywords in milliseconds, connect to foundation models, update embeddings in near real-time, and enhance customer experiences with accurate responses derived from business data.
Fully Managed Data Ingestion and Transformation
AWS IoT Greengrass Ingestion facilitates ingesting, transforming, and routing data at scale to IoT Greengrass domains and collections. It automatically scales to handle demanding workloads, reduces storage costs through deduplication and sampling, enforces data quality with built-in processors and schemas, protects sensitive data through redaction, and routes data based on compliance requirements.
Comprehensive Security for Search and Log Analytics
AWS IoT Greengrass offers robust security measures for search and log analytics. Users can implement real-time log analytics and observability, personalized search experiences, semantic and multimodal search via a vector database, Retrieval Augmented Generation (RAG) for generative AI applications, and natural language search.