Top 6 Jupyter Notebook strands-agent Projects

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1. sample-agentic-frameworks-on-aws

   1 1 265 8.6 Jupyter Notebook

   Build Agentic AI solutions on AWS, using latest OSS Agentic Frameworks.

   

2. AppSignal

   www.appsignal.com sponsored

   Monitoring that respects your time & budget. APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.

   

3. sample-getting-started-with-strands-agents-course

   2 3 176 5.6 Jupyter Notebook

   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 LangFuse/RAGAS.

   

   Project mention: AI Agents from Prototype to Production: A Free Learning Path with Strands Agents | dev.to | 2025-11-03

   Each course includes hands-on labs with code samples available on GitHub. You'll work with actual AWS services, real model providers, and production-grade frameworks.

4. sample-multimodal-agent-tutorial

   3 2 22 5.2 Jupyter Notebook

   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 your first agent to production-ready systems through hands-on chapters.

   

   Project mention: Build Agentic Video Analysis with TwelveLabs Pegasus and Strands Agents SDK | dev.to | 2025-12-19

   git clone https://github.com/aws-samples/sample-multimodal-agent-tutorial cd notebooks # go to 08-agentic-video-analysis.ipynb

5. sample-why-agents-fail

   4 6 17 7.3 Jupyter Notebook

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

   

   Project mention: How to Prevent AI Agent Reasoning Loops from Wasting Tokens | dev.to | 2026-05-08

   git clone https://github.com/aws-samples/sample-why-agents-fail cd sample-why-agents-fail/stop-ai-agents-wasting-tokens/03-reasoning-loops-demo uv venv && uv pip install -r requirements.txt export OPENAI_API_KEY="your-key-here" uv run python test_reasoning_loops.py # Runs all 4 scenarios

6. strands-agent-samples

   5 13 9 7.0 Jupyter Notebook

   🤖 Production-ready samples for building multi-modal AI agents that understand images, documents, videos, and text using Amazon Bedrock and Strands Agents. Features Claude integration, MCP tools, streaming responses, and enterprise-grade architecture.

   

   Project mention: Build Agentic Video Analysis with TwelveLabs Pegasus and Strands Agents SDK | dev.to | 2025-12-19

   Previous blog serie: Multi-Modal Content Processing with Strands Agent

7. how-to-evaluate-ai-agents-sample-for-aws

   6 3 3 - Jupyter Notebook

   Demos for AI agent evaluation: LLM-as-judge, trajectory analysis, hallucination detection, cost benchmarks

   

   Project mention: Cómo Evaluar Agentes IA: Tutorial de LLM-as-Judge | dev.to | 2026-05-26

Index

Sponsored

Monitoring that respects your time & budget

APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.

www.appsignal.com

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