8 Best Multi-Agent AI Frameworks for Enterprise Collaboration in 2025
13 hours ago 高效码农The 8 Best Open-Source Multi-Agent AI Frameworks in 2025 A practical guide for developers who need reliable teams of AI agents, not lone geniuses. AI agents collaborating like human colleagues during a sprint review. Why multi-agent AI matters now Until recently, most AI applications relied on a single large model. That approach works for simple tasks, but it breaks down when problems require multiple skills—research, coding, quality assurance, and user communication—all at once. Multi-agent systems solve this by assembling specialist agents, each with its own memory, tools, and even preferred language model. They debate, delegate, and double-check each other’s work. …
DocETL: The Document Processing Framework Revolutionizing AI-Powered Workflows
1 months ago 高效码农DocETL: The Ultimate Framework for Building Complex Document Processing Pipelines Why Organizations Need Specialized Document Processing Tools In today’s data-driven business environment, enterprises face massive volumes of unstructured documents daily—contracts, reports, research papers, and more. Traditional manual processing methods are inefficient, while generic AI tools struggle with complex business workflows. DocETL emerges as the solution: an open-source framework specifically designed for multi-step document processing workflows. Comprehensive Capabilities of DocETL DocETL Architecture Diagram Dual-Mode Workflow for Full-Cycle Development 🎮 Interactive Development Environment (DocWrangler) Real-time debugging: Instantly preview results at each processing stage via the web platform Visual pipeline design: Construct document …