SwarmZero offers a scalable, open-source environment for defining, managing, and executing swarms of AI agents. Developers can declare agent roles, customize prompts, and chain workflows via a unified Orchestrator API. The framework integrates with major LLM providers, supports plugin extensions, and logs session data for debugging and performance analysis. Whether coordinating research bots, content creators, or data analyzers, SwarmZero streamlines multi-agent collaboration and ensures transparent, reproducible results.

Agent4Edu is a Python-based AI agent framework designed to support teaching and learning through automated, intelligent interactions. It orchestrates multiple agents—such as question‐generation, feedback, and analytics agents—powered by large language models and domain knowledge graphs. Teachers can define curricula and knowledge sources, then deploy Agent4Edu to generate exercises, grade submissions, track learning progress, and recommend study materials. Its plugin architecture allows integration with popular LMS platforms via REST APIs or direct database connectors. Built-in tools for customizing prompts, fine-tuning models, and visualizing student performance make Agent4Edu a comprehensive solution for personalized, data-driven education.

BrowserAI.dev is an AI-driven browser extension and web platform that empowers users to interact with websites through natural language. It instantly summarizes lengthy pages, extracts key data, drafts emails or social media posts, translates text, autofills forms, and performs SEO analysis. With real-time contextual awareness, it understands page structure to generate accurate insights and suggestions. Professionals can streamline research and communication, marketers optimize content, and students grasp complex materials faster. BrowserAI.dev integrates with any web page, offering customizable prompts and AI model selection for tailored assistance. Its unified sidebar interface eliminates tab switching and copying content, enhancing focus and productivity.