AgentGuide
AgentGuide is a comprehensive, open-source learning guide and career roadmap dedicated to AI Agent development and large model engineering. Designed as a career-oriented solution, it transforms fragmented online resources into a structured learning path for aspiring algorithm engineers, developers, and job seekers. The repository covers the entire Agent technology stack including LangGraph, advanced Retrieval-Augmented Generation, context engineering, multimodal RAG, reinforcement learning, and model fine-tuning. It emphasizes practical application through real-world projects like Paper, Travel, and Web agents, alongside system design patterns and safety evaluation. Uniquely tailored for job preparation, the guide integrates interview strategies, a database of over 1000 interview questions, resume-building techniques, and clear distinctions between algorithm and development roles. By providing step-by-step tutorials from beginner concepts to production-level deployment, AgentGuide helps users bridge the gap b