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AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

Python 7,688 1,166 Updated Dec 18, 2025

gpt-oss-120b and gpt-oss-20b are two open-weight language models by OpenAI

Python 19,435 1,991 Updated Nov 1, 2025

A curated list of 120+ LLM libraries category wise.

8,339 1,333 Updated Dec 17, 2025

🚀 The fast, Pythonic way to build MCP servers and clients

Python 21,261 1,586 Updated Dec 18, 2025

Demo of a customer service use case implemented with the OpenAI Agents SDK

Python 5,890 910 Updated Dec 18, 2025

🔥 Enterprise SaaS Starter Kit - Kickstart your enterprise app development with the Next.js SaaS boilerplate 🚀

TypeScript 4,608 1,160 Updated Dec 17, 2025

A model-driven approach to building AI agents in just a few lines of code.

Python 4,651 555 Updated Dec 18, 2025

This repo covers LLM, Agents concepts both theoretically and practically: LLMs, RAG, Fine Tuning, Agents, Tools, MCP, AWS Strands Agents, Google Agent Development Kit, ADK, Reference Documents, etc.

Python 48 17 Updated Nov 29, 2025

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Python 16,530 2,635 Updated Dec 18, 2025

An open protocol enabling communication and interoperability between opaque agentic applications.

Shell 21,092 2,155 Updated Dec 18, 2025

An MCP extension package for OpenAI Agents SDK

Python 195 21 Updated Mar 26, 2025

Example Jupyter notebooks 📓 and code scripts 💻 for using Amazon Bedrock Agents 🤖 and its functionalities

Python 769 257 Updated Dec 6, 2025

PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code soluti…

Python 5,518 750 Updated Dec 18, 2025

VIP cheatsheet for Stanford's CME 295 Transformers and Large Language Models

3,648 489 Updated Jul 27, 2025

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Python 41,527 5,562 Updated Dec 18, 2025

Build LangChain Applications on AWS

Python 260 232 Updated Dec 18, 2025

Universal AI Agent using Amazon Bedrock, capable of customize to create/edit files, execute commands, search the web, use knowledge base, use multi-agents, generative images and more.

TypeScript 442 59 Updated Dec 18, 2025

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

Jupyter Notebook 1,323 615 Updated Dec 3, 2025

Deploy a RAG use case on AWS by using Terraform and Amazon Bedrock

Jupyter Notebook 50 10 Updated Dec 16, 2025

This repo covers AWS Hands-on Labs for different AWS services

CSS 52 19 Updated Mar 17, 2025

🖥️ Run AI Agent in your browser.

Python 15,332 2,660 Updated Aug 31, 2025

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

Python 233 58 Updated Feb 18, 2024
TypeScript 54 12 Updated Nov 18, 2025

Build a genAI Whatsapp app that processes images, voice notes, videos, and documents with Amazon Bedrock, and also stores the conversation history.

Python 76 41 Updated Mar 10, 2025

Stable Diffusion web UI

Python 159,058 29,547 Updated Dec 18, 2025

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Jupyter Notebook 29,652 3,008 Updated Dec 18, 2025

This is a workshop designed for Amazon Bedrock a foundational model service.

Jupyter Notebook 2,046 867 Updated Nov 13, 2025

Fully managed RAG solution implemented using Knowledge Bases for Amazon Bedrock

JavaScript 178 49 Updated Nov 28, 2025

Multimodal Chatbot with Amazon Bedrock Knowledge Bases Integration

Python 31 7 Updated Mar 24, 2025
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