Overview This guide demonstrates how to create an interactive dashboard for managing and monitoring distributed AI agents using Panel, a powerful Python library for creating web applications. Implementation 1. Agent Deployment Tab 2. Network Monitoring… Read More »Building a Frontend Dashboard for OpenAI Agent Swarm
Overview This article describes a distributed system architecture for managing AI agents across multiple servers, integrating OpenAI’s swarm architecture with RabbitMQ for efficient task distribution and resource management. Modified OpenAI Swarm Architecture Core Modifications Key… Read More »Distributed AI Agent Orchestration System with OpenAI Swarm Integration
Summary: Code doing agent handoff between RabbitMQ inhabitants. Agent in haiku_send.py sends a message, agent in haiku_rcv.py receives it and runs in thru ollama llm model. The gist is simple: send message to queue whose… Read More »Efficient Communication Between Swarm Agents via RabbitMQ
Verse composing – slow ballad. Original Progression: Reharmonized Progression: Explanation: I strive for richer harmonic palette while emphasizing the ii-V-I progressions in Bb major
Hey there, music lovers! If you’ve ever found yourself getting a tad bored with a straightforward chord progression, you’re in for a treat. Today, we’re diving into the wonderful world of jazz reharmonization. Think of… Read More »Jazzing Up Your Chords: A Fun Guide to Reharmonization
Want to explore the world of asynchronous messaging with RabbitMQ? Let’s build a simple testbed using Python to see how producers and consumers interact. All the code below is in github repo, in app directory.… Read More »A RabbitMQ Playground: Sending Messages Between Python Scripts
You can monitor what your agents are doing in real time. Access the Dashboard: Open your web browser and navigate to http://localhost:5006 You need to set up dashboard when creating agent: with dashboard=True parameter: Of… Read More »OpenAI Swarm Agent Dashboard
This blog post dives into building a scalable and robust AI news agency by integrating OpenAI’s Swarm library with RabbitMQ. We’ll use the newsq.py code as a foundation to illustrate how this integration enhances security,… Read More »Extending OpenAI Swarms with RabbitMQ for a Scalable AI News Agency
Introduction This is follow up of https://moonytunes.com/2024/12/07/extending-openai-swarm-with-rabbitmq-building-a-scalable-agent-communication-system/ blog post about the RabbitMQ application for agent swarm from OpenAI The code is in my GitHub repo https://github.com/sq5rix/swarm In this post, I’ll walk through how we built… Read More »Building a Reliable Message Queue System with RabbitMQ and Python
Introduction to my swarm fork OpenAI’s Swarm is a powerful system for orchestrating multiple AI agents. While the base implementation works great for direct communication, we can enhance its capabilities by introducing message queuing via… Read More »Extending OpenAI Swarm with RabbitMQ: Building a Scalable Agent Communication System