AI Agent is considered by many as the path to AGI (Artificial General Intelligence).
The principle of AI Agent: Agent = LLM (Large Language Model) + Planning + Feedback + Tool Usage
Among them, the Reflection phase is the process where the program checks, calls, and modifies its own structure and behavior during operation:
Self-inspection Dynamic modification of behavior Adaptability and flexibility Debugging and maintenance
), added the Reflection phase.
Source: "A Survey on Large Language Model based Autonomous Agents"
Voyager: Embodied agent in Minecraft Using LLM-based Agents to play Werewolf 【AIGC Learning】Auto-GPT Usage - ChatGPT API Usage 2 The Smallville sandbox world - A town with 25 virtual residents ChatDev - AI Agents for game development MetaGPT - Generate a company from a single sentence
Recently, I reviewed the content of the market map that Lilin sent me, sharing a typical representative for each category:
General/personal assistant
AgentGPT: An autonomous AI proxy in the browser that allows you to name and deploy AI to complete various tasks, improving efficiency. https://github.com/reworkd/AgentGPT
Developer tools
Sweep AI: An AI junior developer that converts error reports and feature requests into code changes, supporting issues directly converted into pull requests without the need for an integrated development environment. https://github.com/sweepai/sweep
Research labs
Imbue and Adept: Companies that have not yet launched products, receiving $200 million and $350 million in funding respectively, focusing on AI agent development. https://imbue.com/ https://www.adept.ai/
Digital workers
Lindy: A comprehensive AI assistant skilled at managing daily tasks such as calendars, emails, and bookings, enhancing daily work efficiency. https://www.lindy.ai/
Task automation
Autotab: A Chrome extension that records browser operations and generates Selenium code, simplifying web automation, outputting as code for easy inspection and manual adjustment. https://github.com/Planetary-Computers/autotab-starter
Voice agents
Sameday: A telephone answering and appointment system providing 24/7 service, enhancing customer interaction and integrating multiple software systems. https://www.gosameday.com/
Hardware + Software
Rewind: Records, compresses, transcribes, and encrypts user screen content, enhancing efficiency while prioritizing privacy protection.
The introduced hardware Rewind Pendant can capture and store real-world conversations.
All of the above are some