BabyAGI

On April 3rd, Yohei Nakajima released an open-source project designed to streamline personal task management. This project, humorously named BabyAGI, is now publicly available!

The underlying script of BabyAGI is surprisingly straightforward (don't be misled by the seemingly complex diagram). It essentially operates as a language model that interacts with a task list, aiming to autonomously generate, prioritize, and execute tasks aligned with a specific goal.

Website: http://babyagi.org/

Auto-GPT

Auto-GPT is an experimental open-source initiative utilizing GPT-4 to string together AI "thoughts" (i.e., the model evaluates, critiques, and re-assesses tasks) while autonomously pursuing the goals you set. This project expands the horizons of what AI can achieve by empowering the model to “execute commands,” enabling it to determine which tools to employ and how to utilize them effectively.

Auto-GPT can perform various functions including scraping websites, searching for information, generating images, and creating and executing code. Below is a list of current commands it can handle:

Here’s a video that showcases Auto-GPT and other autonomous agents worth exploring.

AgentGPT

AgentGPT brings the concepts of Auto-GPT and BabyAGI to the web, allowing users to deploy their own Autonomous Agent via a browser interface. As of now, AgentGPT includes features such as:

• Long-term memory via a database
• Web browsing capabilities
• Interaction with websites and users
• Saving agent sessions

Godmode

Another web application inspired by Auto-GPT is Godmode. This user-friendly platform enables individuals to leverage Autonomous Agents for task completion.

Do Anything Machine

The "Do Anything Machine" is another web-based initiative similar to Auto-GPT. At present, there’s a waitlist to gain early access to this advanced project, which aims to have multiple Autonomous Agents collaborate on tasks simultaneously, utilizing your apps and background information.

Microsoft’s JARVIS (HuggingGPT)

Also known as HuggingGPT, Microsoft’s JARVIS is a collaborative system that employs various AI models to complete specified tasks, with OpenAI’s GPT models serving as the orchestrator. JARVIS integrates diverse open-source models for images, videos, audio, and more, while also possessing internet connectivity and file access. Similar to BabyAGI and AutoGPT, JARVIS analyzes tasks and selects the appropriate model for execution.

AI Legion

This framework allows multiple autonomous agents to collaborate on tasks. Interact with several agents through a console where they can communicate and work together effectively.

CAMEL

CAMEL, an acronym for “Communicative Agents for ‘Mind’ Exploration of Large Scale Language Models,” adopts a role-playing methodology akin to the BabyAGI and AutoGPT frameworks. In CAMEL, you assign specific roles to two agents and observe their collaboration as they work towards solving your task.

Web Demo: http://agents.camel-ai.org/

GPTRPG

For those interested in a gamified approach to autonomous agents, check out GPTRPG. This experimental repository includes:

• A simple RPG-like environment for a language model-enabled AI Agent
• An AI Agent linked to the OpenAI API to navigate within that environment

This video dives into the 4 autonomous AI agents, showcasing simulations and their applications.

For additional insights on AI and creativity, follow me on Twitter or Medium (use my referral link for full access to my articles and those of numerous other writers).

If you enjoy my content, consider leaving a “clap” at the end of this article to help others discover it. Stay updated with the latest news in the creative AI field by following the Generative AI publication.