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This guide provides instructions for creating and managing a SageMaker Hyperpod cluster, and training the AnimateAnyone algorithm on SageMaker Hyperpod
A simple threat modeling tool to help humans to reduce time-to-value when threat modeling
DSPy: The framework for programming—not prompting—foundation models
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…
Living Off The Land Binaries And Scripts - (LOLBins and LOLScripts)
Pre-built examples of Generative AI agents with Bedrock across multiple industries.
Robust Speech Recognition via Large-Scale Weak Supervision
A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS
AWS-native chatbot using Bedrock + Claude (+Mistral)
A swiss army knife for pentesting networks
PEASS - Privilege Escalation Awesome Scripts SUITE (with colors)
Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stack options.
Kubescape is an open-source Kubernetes security platform for your IDE, CI/CD pipelines, and clusters. It includes risk analysis, security, compliance, and misconfiguration scanning, saving Kubernet…
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
The official GitHub page for the survey paper "A Survey of Large Language Models".
Examples and guides for using the OpenAI API
Intelligent Document Processing with AWS AI Services and generative AI
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
Automated Security Response on AWS is an add-on solution that works with AWS Security Hub to provide a ready-to-deploy architecture and a library of automated playbooks. The solution makes it easie…
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
The Generative AI Landscape - A Collection of Awesome Generative AI Applications
A modern data marketplace that makes collaboration among diverse users (like business, analysts and engineers) easier, increasing efficiency and agility in data projects on AWS.