Awesome Autonomous GPT
Introduction
The "Awesome Autonomous GPT" project is a collection of impressive projects and resources that focus on developing autonomous AI agents based on GPT (Generative Pre-trained Transformer) technology. These agents are designed to interact with the real world, paving the way towards achieving Artificial General Intelligence (AGI). This initiative brings together a variety of tools, applications, benchmarks, and scholarly articles aimed at advancing the capabilities and understanding of autonomous AI.
One highlight of the project is the release of "KwaiAgents," an open-source agent system developed by the project's team. It includes system code, models, and data, accessible to everyone who wants to explore or contribute to this evolving field. Additionally, the project's resources have been acknowledged in the Auto-GPT wiki, solidifying its role in the community of GPT enthusiasts and researchers.
Projects
Developer Tools
- Agents: A framework from aiwaves-cn for creating autonomous language agents. (Released on 2023/09/12)
- ModelScope-Agent: Connects models in ModelScope with real-world interactions. (Released on 2023/08/10)
- Gorilla: An API store for managing large language models (LLMs). (Released on 2023/05/25)
- AgentVerse: Simplifies the deployment of multiple LLM-based agents. (Released on 2023/05/01)
- BMTools: Open-source tool learning for Big Models, akin to ChatGPT plugins. (Released on 2023/03/31)
- LMQL: A query language tailored for programming large language models. (Released on 2023/03/09)
- Langchain: Enhances application building using LLMs through model composability. (Released on 2022/10/25)
Applications
- KwaiAgents: Designed as a generalized information-seeking agent system using LLMs. (Released on 2023/12/08)
- XAgent: Created for complex task-solving with autonomous LLM agents. (Released on 2023/10/18)
- MemGPT: Teaches memory management for limitless context in LLMs. (Released on 2023/10/12)
- autogen: Enables next-generation LLM applications. (Released on 2023/09/19)
- GPTeam: Uses GPT-4 to enable multiple agents to collaborate on specific goals. (Released on 2023/08/20)
- OpenAgents: An open platform for deploying language agents in various environments. (Released on 2023/08/08)
- DevOpsGPT: A multi-agent system bridging AI and DevOps tools for software development. (Released on 2023/07/24)
Benchmarks
- AgentBench: Evaluates LLM performance as autonomous agents. (Released on 2023/08/07)
- Auto-GPT-Benchmarks: Compares agent performance regardless of setup. (Released on 2023/06/18)
- ToolBench: Platform for training, serving, and evaluating LLMs for tool use. (Released on 2023/05/28)
Articles
Research Papers
A wide array of research papers accompanies the project, offering insights from enhancing LLM context awareness to orchestrating AI agents. These papers are crucial for understanding the current landscape and future potentials of autonomous AI.
Blog Articles
These articles provide various perspectives on AI advancements, roadmap discussions, and critiques of AI-generated software. They are beneficial for those looking to gain varied insights into the field of autonomous AI agents.
Talks
Featuring key figures like Geoffrey Hinton and Andrej Karpathy, these talks provide thought-provoking discussions on the future of AI and GPT's state-of-the-art capabilities. Such resources are instrumental in keeping up with the evolving discourse around AI technologies.
Overall, the "Awesome Autonomous GPT" project is a comprehensive initiative compiling tools, applications, benchmarks, and scholarly work to advance autonomous AI agents' development and understanding. It serves as a valuable resource for researchers, developers, and enthusiasts in the AI community.