Amazon Web Services - Labs

ASH is an extensible, open source SAST, SCA, and IaC security scanner orchestration engine.

AWS-native knowledge graph RAG framework unifying two graph-retrieval methodologies — Microsoft GraphRAG community summarization and LightRAG dual-level keyword search — on Amazon Bedrock, Neptune, and OpenSearch. Multi-hop QA over document corpora, with incremental indexing and multilingual support.

AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents

Defect Detection Application - A Edge Based Industrial Inspection System - AWS Solution Guidance

A simple, high-throughput file client for mounting an Amazon S3 bucket as a local file system.

AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

Find and redact sensitive data before it leaks — a fast, offline CLI and Go library that detects PII, secrets, and credentials in files and streams, scores them with context-aware confidence, and redacts them format-preserving. Nothing leaves your host.

Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS.

Amazon S3 Find and Forget is a solution to handle data erasure requests from data lakes stored on Amazon S3, for example, pursuant to the European General Data Protection Regulation (GDPR)