真的花了好久才汇总的大模型技术路线......

Core Insights - The article emphasizes the transformative impact of large models on various industries, highlighting their role in enhancing productivity and driving innovation in fields such as autonomous driving, embodied intelligence, and generative AI [2][4]. Group 1: Large Model Technology Trends - The large model industry is undergoing significant changes characterized by technological democratization, vertical application, and open-source ecosystems [2]. - There is a growing demand for talent skilled in technologies like RAG (Retrieval-Augmented Generation) and AI Agents, which are becoming core competencies for AI practitioners [2][4]. - The article introduces a comprehensive learning community focused on large models, offering resources such as videos, articles, learning paths, and job exchange opportunities [2][4]. Group 2: Learning Pathways - The community provides detailed learning pathways for various aspects of large models, including RAG, AI Agents, and multimodal models [4][5]. - Specific learning routes include Graph RAG, Knowledge-Oriented RAG, and Reasoning RAG, among others, aimed at both beginners and advanced learners [4][5]. - The pathways are designed to facilitate systematic learning and networking among peers in the field [5]. Group 3: Community Benefits - Joining the community offers benefits such as access to the latest academic advancements, industrial applications, and job opportunities in the large model sector [7][9]. - The community aims to create a collaborative environment for knowledge sharing and professional networking [7][9]. - There are plans for live sessions with industry leaders to further enrich the community's offerings [65][66].