#Artificial General Intelligence

Explore a curated list of AGI frameworks, software, and resources focused on learning, reasoning, and problem-solving in multiple domains. This collection is invaluable for those exploring Artificial General Intelligence and its industry-transforming potential in areas such as healthcare, finance, and education, while also considering ethical and societal challenges. Discover tools including Auto-GPT, AgentGPT, MetaGPT, among others, aimed at enhancing AI autonomy and capabilities, complemented by informative papers and guides to expand AGI expertise.

The open-source guide offers resources for in-context learning and prompt engineering, assisting in mastering large language models (LLMs) such as ChatGPT and GPT3. The repository contains recent research papers, an experimentation playground for LLMs, and practical prompt engineering techniques. It features prompts for workplace and daily use, along with a LangChain-supported LLM usage guide. Regular updates aim to prepare users for advancing toward Artificial General Intelligence, optimizing skills in the face of automation.

The project investigates artificial general intelligence by conducting advanced research and features a collaborative system where language models act as controllers for expert models. Recent releases include Easytool and TaskBench, which aid in interaction simplification and task automation benchmarking for large language models (LLMs). This effort, supporting platforms such as OpenAI's GPT-4 on Azure and integrating with Langchain, eases deployment with tools like Gradio, CLI, and web interfaces. It emphasizes task planning, model selection, execution, and response generation, contributing to AI problem-solving advancements.

he4o is a Spiral Entropy Reduction Machine serving as a flexible AGI system. Featuring transfer and reinforcement learning, it supports sophisticated knowledge representation and neural networks. Designed for autonomous lifelong learning, it leverages dynamic, heuristic, and recursive computing structures. The system's demos highlight its capabilities in problem-solving, decision-making, and interactive learning. Notably, it blends theoretical and practical aspects and is continuously refined. Compatible with iOS, he4o is offered as a paid software with options for both individual and commercial use.

This survey presents an overview of large language model (LLM) based agents in AI, examining their development and role in pursuing artificial general intelligence. It outlines a framework including brain, perception, and action components, with applications ranging from single to multi-agent settings, and human-agent interactions. The review also covers social behaviors and dynamics within LLM-based agent societies, shedding light on current advancements and future challenges without exaggerated claims. This objective resource is ideal for those exploring the developments and future direction of LLM-based agents.

Explore the potential of AI through a repository of AI-authored applications and papers in various fields, emphasizing AI's ability to produce text akin to human writing, streamline research, and spread knowledge accessibly. Researchers gain from concise synopses and innovative viewpoints while reducing effort and crossing traditional barriers. The repository also highlights necessary quality controls and ethical considerations related to authorship and bias. Participate in enhancements via GitHub.