Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, and More

Summary of Various GPT-4 Autonomous Systems: AutoGPT, AgentGPT, and More

Source: Deephub Imba This article is about 1400 words long and is suggested to be read in 5 minutes. Integrating ChatGPT and LLMs into various applications is just part of the potential of using language models. The emergence of ChatGPT and LLM technologies has led to these cutting-edge language models sweeping the world. Not only … Read more

Comprehensive Analysis of MetaGPT: An LLM Framework for Software Development

Comprehensive Analysis of MetaGPT: An LLM Framework for Software Development

AI Agents are considered by many to be the future direction of large model development. Previously, Lilian Weng, head of OpenAI’s safety team, published a detailed blog introducing AI autonomous agent robots, which attracted a lot of attention. Released in July, MetaGPT is a brand new AI Agent project that provides an automated agent framework … Read more

RAG-Check: A Novel AI Framework for Multimodal Retrieval-Augmented Generation

RAG-Check: A Novel AI Framework for Multimodal Retrieval-Augmented Generation

Large Language Models (LLMs) have made significant progress in the field of generative artificial intelligence, but they face the “hallucination” problem, which is the tendency to generate inaccurate or irrelevant information. This issue is particularly severe in high-risk applications such as medical assessments and insurance claims processing. To address this challenge, researchers from the University … Read more

Open Source AGI Agents: New Approaches to AGI Alignment

Open Source AGI Agents: New Approaches to AGI Alignment

New Intelligence Report Editor: Run [New Intelligence Guide] A netizen publicly shared an autonomous learning agent he created. According to his vision, such an agent will rapidly evolve into an omnipotent AGI with the support of LLM, and if humans control its growth process, specific alignment will not be necessary. A netizen created an open-source … Read more