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A simple threat modeling tool to help humans to reduce time-to-value when threat modeling
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
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
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
A lightweight tool that lets you simply build prompts and get Pydantic objects as outputs
LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
Hands-on workshop for distributed training and hosting on SageMaker
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
♾ Infisical is the open-source secret management platform: Sync secrets across your team/infrastructure, prevent secret leaks, and manage internal PKI
Adding guardrails to large language models.
Generative AI on AWS Immersion Day
A set of Docker images that include popular frameworks for machine learning, data science and visualization.
LlamaIndex is a data framework for your LLM applications
Overview and tutorial of the LangChain Library
Amazon SageMaker training jobs using Snowpark Python API
Examples and guides for using the OpenAI API
Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.
A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. Th…
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of …
A Central Control Plane for AWS Permissions and Access
A tool for exploring each layer in a docker image
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and…