multi‑agent architecture

Architect

Mar 7, 2025 · Artificial Intelligence

Open‑Source AI Agents: MetaGPT/OpenManus, CAMEL‑AI/OWL, and OpenHands – Architecture, Features, and Challenges

This article examines three open‑source AI‑agent projects—MetaGPT/OpenManus, CAMEL‑AI/OWL, and OpenHands—detailing their modular architectures, tool‑chain integrations, performance benchmarks, deployment workflows, security considerations, and the broader implications for democratizing AI agent technology.

AI agentsBenchmarkDocker

0 likes · 11 min read

Open‑Source AI Agents: MetaGPT/OpenManus, CAMEL‑AI/OWL, and OpenHands – Architecture, Features, and Challenges

Baidu Tech Salon

Dec 4, 2024 · Artificial Intelligence

AI-Driven Microservice Governance Platform Based on Multi-Agent Architecture

The article presents an AI‑driven microservice governance platform that employs a multi‑agent architecture—Director, Coder, Ops, and Diagnosis agents guided by SOP‑encoded prompts—to enable natural‑language, full‑process interactions, LLM‑based root‑cause analysis, and a continuous data‑flywheel that evolves models through large‑scale dialogue evaluation.

AI-Driven DevOpsData FlywheelIntelligent Fault Diagnosis

0 likes · 10 min read

AI-Driven Microservice Governance Platform Based on Multi-Agent Architecture

Baidu Geek Talk

Dec 4, 2024 · Artificial Intelligence

AI-Driven Microservice Governance Platform Based on Multi-Agent Architecture

The article introduces Jarvis, an AI-driven microservice governance platform that uses a multi-agent architecture and natural-language dialogue to automate full-process operations such as deployments, rate limiting, and circuit-breaker configuration, while leveraging large language model reasoning for root-cause diagnosis and a data-flywheel that continuously trains lightweight expert models.

AI DevOpsData FlywheelIntelligent Fault Diagnosis

0 likes · 10 min read

DataFunTalk

Jul 19, 2024 · Artificial Intelligence

Underlying Logic and Multi‑Agent Architecture of AI Agents in Baidu's Commercial Advertising Platform

The article explains how Baidu's commercial advertising platform leverages generative AI agents—covering their core capabilities of understanding, planning, execution, and persona—to overcome challenges such as hallucination and integration, describing a multi‑layer architecture, key technologies, real‑world case studies, and the resulting performance and operational benefits.

AI agentsLLM memorySOP

0 likes · 18 min read

Underlying Logic and Multi‑Agent Architecture of AI Agents in Baidu's Commercial Advertising Platform