datawhalechina/hello-agents

Hello-Agents is a comprehensive tutorial from the Datawhale community, addressing the scarcity of systematic, practice-oriented guides for building AI-native agent systems. It distinguishes itself from software-engineering-driven agents by focusing on AI-driven approaches. The project guides learners from foundational theories and classic paradigms to hands-on implementation, including building a custom agent framework. It covers advanced topics like memory, RAG, context engineering, and Agentic RL, culminating in the development of real-world multi-agent applications, transforming users into proficient agent system builders.