UltraRAG
活跃简介
A low-code MCP framework for building complex and innovative RAG pipelines. Combines visual pipeline design with MCP protocol integration for end-to-end RAG — from data ingestion and chunking to retrieval and generation.
A low-code MCP framework for building complex and innovative RAG pipelines. Combines visual pipeline design with MCP protocol integration for end-to-end RAG — from data ingestion and chunking to retrieval and generation.
LLM-driven extraction of unstructured data, built for API deployments and ETL pipeline workflows. Automates document parsing, PDF extraction, and intelligent data processing with LLM-powered intelligence.
A full-stack AI infrastructure tool for data, model, and pipeline orchestration. Streamlines building versatile AI-first applications with a visual pipeline editor for end-to-end workflows from data ingestion to model inference.
Ouroboros 是一个规范驱动的多智能体开发框架,从传统的提示词工程转向规范驱动开发模式,支持多 Agent 协作、MCP 工具集成和自动化工作流编排,适用于高质量 Agent 系统构建。
Firecrawl 是专为 AI Agent 设计的 Web 数据 API,可将网页转换为结构化的 LLM 友好数据,支持爬取、抓取和搜索。