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This sample application demonstrates the practical implementation and usage patterns of the LLM Agents library.

Guidance on deploying a generative AI document analysis with Amazon Bedrock AgentCore. Auto-classifies, enhances, and aggregates multi-type documents using Gestalt-informed vision prompts. Custom anal

Multi-agent healthcare system demonstrating clinical decision support using Amazon Bedrock AgentCore and S3 Vectors for semantic search

End-to-end reference for building production-ready omni-channel AI agents using Twilio Agent Connect (TAC) SDK and Amazon Bedrock AgentCore on AWS.

Researcher Agent to write blog posts/ articles using Amazon Bedrock and websearch.

Sample solution to automate tedious regulatory compliance processes using multi-agent systems

Deep research agent using Amazon Bedrock, AgentCore, and LangGraph

A sample error workflow which when triggered sends a notification to the specified Mattermost channel as well as an SMS to the specified mobile number.

A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: 🚀 AI Gateway (LiteLLM) 🤖 LLM Serving (vLLM, SGLang, Ollama

Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La

📝 Multi-agent system for reviewing medical and pharmaceutical content

Build production-ready AI agents with the Strands Agents SDK and AWS services. This repository demonstrates how you can create multi-modal systems with persistent memory in minimal code. Progress from

A speech-to-speech dynamic configuration approch for multi-agent system using AWS Bedrock's Nova 2 Sonic model.

AIDLC × AgenticOps — plugin marketplace that extends Claude Code and Kiro with agentic operations for the AWS AI-Driven Development Lifecycle (Inception → Construction → Operations).

A full-stack conversational AI starter kit built with Amazon Bedrock AgentCore, Strands Agents SDK, FastAPI, and htmx.

Agent Skills implementation for Strands Agents SDK

A real-time conversational AI platform built on AWS with Amazon Bedrock Nova Sonic for voice and Amazon Bedrock AgentCore Runtime for chat. While designed as a hotel guest services assistant, this pla

Reusable skills and steering that teach AI coding agents how to apply the AWS Well-Architected Framework. Works with Kiro, Claude Code, Cursor, Codex, Windsurf, GitHub Copilot, and Cline.

How to stop AI agents from hallucinating and wasting tokens. Working demos: Graph-RAG, semantic tool selection, neurosymbolic guardrails, DebounceHook — built with Strands Agents

Agent samples built using the Strands Agents SDK.

Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher, vector search, 14 graph algorithms. 74M nodes / 1B edges on a single machine.

A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.

Agentic sandbox enumeration: find security issues, and seed escape automation.

Self-hosted orchestrator for AI autonomous agents. Run Claude Code & Open Code in isolated linux workspaces. Manage your skills, configs and encrypted secrets with a git repo.

How it works

Deprecated: Use the remote MCP server at https://mcp.sanity.io instead.

This repository contains the demo code for the webcast organized by SANS titled "From Playbooks to Robocop: The Evolution of SOC Automation".

This minimal utility workflow connects to the SAP Business One Service Layer API to verify login credentials and return the session ID. It's ideal for testing access or using as a sub-workflow to retr

She's the AI agent you come home to.

The Satellite-Dispatch is an CrewAI-driven platform designed to facilitate disaster response and recovery efforts using satellite technology.

The Economic Firewall for AI Agent Requests

A lightweight open-source platform by AnkTechSol for managing autonomous AI agents in real-time. Satya provides a clean dashboard and Python SDK to track AI agent tasks, monitor progress, build and cu

MCP Server that models the Sauce Labs API

Collaborate with an AI Agent on a joint document, e.g. for creating your content marketing strategy, a sales plan, project status updates, or market analysis.

This template shows how to use the Question and Answer tool to save costs in RAG use cases.

This workflow will take all emails you put into a certain folder, upload any attachements to Nextcloud, and mark the emails as read (configurable).

Português

> 🛠️ Note: This workflow uses a custom Mastodon API request. Ensure your server supports bookmark access, and that your access token has the right permissions. OAuth or token-based credentials mus

Who this is for

Effortlessly optimize your workflow by automatically save all files you are receiving on Telegram to a Google Drive Folder.

Automate Report Generation with n8n & Qualys

A goal for 2022 is to write 1 thing I do each day. Combined with this workflow you will get daily messages via Telegram and when you reply to them they will be saved in a Google Sheet.

Tired of manually copying and pasting Telegram messages into Notion? This n8n workflow solves that!

AI Recruitment Automation Pipeline – Resume Parsing, GPT-4 Evaluation, Assessment Triggers & Interview Scheduling

With this workflow, you can collect the data from Typeform with the Typeform Trigger node every time someone submits a response and save it to Airtable with the Airtable node.

Basics

This template is inspired by Save your workflows into a GitHub repository by hikerspath and Back Up Your n8n Workflows To Github by jon-n8n.

Sync between Savebase and Notion for link management

Automate the transfer of new lead data to Notion

Give filtered, secure role-based access to your Notion workspace

Sayna is a unified Voice Layer for AI Agents with a seemless integration to an existing agentic frameworks

A framework for evaluating AI audit agents using recent real-world data

Comprehensive scaffolding and tooling system for multi-agent AI development workflows

scAgent: No-code single-cell analysis for every biologist

A Lightweight parallel Multi-Agent System library in Scala.

Summary

Are you a popular tech startup accelerator (named after a particular higher order function) overwhelmed with 1000s of pitch decks on a daily basis? Wish you could filter through them quickly using AI

Node.js SDK for Scalekit — auth stack for agents. SAML, OIDC, SCIM, MCP Auth, agent auth, tool-calling.

Python SDK for Scalekit — auth stack for agents. SAML, OIDC, SCIM, MCP Auth, agent auth, tool-calling.

Produce content quickly and easily to reach business goals