beeai

Build production-ready AI agents in both Python and Typescript.

Examples and guides for building Gen AI applications on the watsonx platform.

Multi-agent system for drafting and managing GitHub issues. Built with BeeAI Framework, integrated via GitHub MCP, and consumable through Agent Stack CLI & UI via A2A.

Agentrix is a multi-agent catalog designed for real and hard enterprise problems. With Agentrix, you can lift and shift complex workflows for problems in manufacturing, sales, supply chain or optimization workflows and integrate with software products like Maximo, Decision Optimization, HashiCorp Vault without technical expertise.

🐝🌍 AI platform for climate impact analysis and sustainable urban development. Harness the power of AI to assess climate change effects on cities, provide actionable sustainability recommendations, and align projects with the United Nations Sustainable Development Goals (SDG 11)

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.

11 examples showing how to guide AI agent behavior in BeeAI using constraints for safe, predictable workflows.

Quantum Tutor using Agentic AI (BeeAI Framework). An agentic chatbot that helps people learn about Quantum Computing using BeeAI framework with multiple tools including IBM Quantum learning API and Arxiv resource url. Comparing this work with another RAG based Chatbot and fine tuning the best model for real-world application

Progressive BeeAI agent systems — 12 tasks from basic LLM to multi-agent travel planner using IBM Watsonx, Llama-4 Maverick, Granite, RequirementAgent, custom tools & human-in-the-loop

Portfolio of 12 applied GenAI systems spanning agent orchestration, RAG and retrieval evaluation, document intelligence, NL-to-SQL, Reflexion loops, and artifact-generating AI workbenches. Includes implementation notes, demos, and explicit limitations.

IBM Storage Scale AI Agents for BeeAI AgentStack - Multi-agent system for cluster management, health monitoring, storage operations, and administration

Health Assistant Using Multi-agents A2A and MCP protocol

AIR ACP agent (BeeAI Agent Communication Protocol) — airanks AI optimization as a callable agent. airanks.net

Local-first staged YouTube knowledge pipeline with quality gates, research enrichment, discovery, and Neo4j.

Caller-selected preflight policy for native BeeAI MCP tools and A2A handoffs