awslabs / generative-ai-toolkitLinks
The Generative AI Toolkit is a lightweight library that covers the life cycle of LLM-based applications, including agents. Its purpose is to support developers in building and operating high quality LLM-based applications, over their entire life cycle, starting with the very first deployment, in an automated workflow.
☆24Updated 2 weeks ago
Alternatives and similar repositories for generative-ai-toolkit
Users that are interested in generative-ai-toolkit are comparing it to the libraries listed below
Sorting:
- LLM inference solution for Amazon Dedicated Cloud (LISA).☆60Updated this week
- The aws-codeseeder project enables builders to easily "seed" python code to AWS CodeBuild for remote execution in their cloud environment…☆43Updated this week
- Cloud-native, AI-powered, document processing pipelines on AWS.☆184Updated 4 months ago
- Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP).☆108Updated 4 months ago
- ☆39Updated 9 months ago
- This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe…☆147Updated 3 weeks ago
- This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It…☆94Updated this week
- This Guidance demonstrates how to streamline access to numerous large language models (LLMs) through a unified, industry-standard API gat…☆146Updated last month
- aws-solutions-library-samples / guidance-for-a-multi-tenant-generative-ai-gateway-with-cost-and-usage-tracking-on-awsThis Guidance demonstrates how to build an internal Software-as-a-Service (SaaS) platform that provides access to foundation models, like…☆79Updated 9 months ago
- An example agent demonstrating streaming, tool use, and interactivity from your terminal. This agent builder can help you to build your o…☆230Updated 3 weeks ago
- ☆55Updated 3 months ago
- ☆126Updated 3 weeks ago
- Try Artifacts and Code Interpreter Tool with Amazon Bedrock.☆106Updated 2 months ago
- ☆13Updated 4 months ago
- Seed-Farmer is an orchestration tool that works with AWS CodeSeeder and acts as an orchestration tool modeled after GitOps deployments. I…☆80Updated 2 weeks ago
- AIOps modules is a collection of reusable Infrastructure as Code (IaC) modules for Machine Learning (ML), Foundation Models (FM), Large L…☆84Updated last week
- Prompt Library for Amazon Q Developer☆54Updated this week
- Generative AI Application Builder on AWS facilitates the development, rapid experimentation, and deployment of generative artificial inte…☆257Updated 2 weeks ago
- MCP server for understanding AWS spend☆121Updated 4 months ago
- Fully managed RAG solution implemented using Knowledge Bases for Amazon Bedrock☆152Updated 3 weeks ago
- Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute☆142Updated last week
- This repo provides sample generative AI stacks built atop the AWS Generative AI CDK Constructs.☆142Updated this week
- This repo contains AI-powered software development patterns showing how to integrate generative AI in different stages of software develo…☆27Updated last week
- Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions☆257Updated last week
- AWS Generative AI Conversational RAG Reference (Galileo)☆77Updated last month
- Prototyping Generative AI Use Cases with Amazon Bedrock and Langchain☆101Updated 3 weeks ago
- Discover how to build agents that can perform actions on websites by combining Amazon Nova Act with Model Context Protocol (MCP).☆61Updated 2 months ago
- CDK Deployment for a sample marketing portal using generative AI for content generation and distribution☆25Updated 5 months ago
- A Model Context Protocol server implementation for operations on AWS resources☆125Updated 4 months ago
- CDK template that deploys real-time voice interaction app using Amazon Nova Sonic with tool use☆51Updated last month