Get Over ChatGPT It’s AI Agents Ruling!
Will you agree if I say that in 2023 we are witnessing AI going berserk in terms of its capabilities?
It has not been even months since ChatGPT showed us its impeccable comprehension abilities. And now, the rise of autonomous AI agents is surpassing ChatGPT!
As many believe the age of AI Agents has begun, we can’t help but feel amazed to see how autonomous agents have come with the unbelievable potential of supercharging workflows by automating boring and repetitive tasks!
Trust me! The autonomous AI agents are cool AF, even though they are not yet at the Matrix level! (But who knows when they will be so!)
So come, let us know about the rising AI Agents in detail here!
Autonomous AI Agents: What Are They?
Autonomous AI agents, aka agentic AI, are AI programs that can operate independently without requiring continuous human intervention.
These agents can perform specific tasks or achieve certain goals using algorithms that enable them to perceive, reason, learn, and act in their environment.
Autonomous AI agents are different from traditional computer programs because they can adapt to changing situations, learn from experience, and make decisions based on the data they collect. They can communicate as well as collaborate with other agents, humans, or systems to achieve a common goal.
Conceptually, these agents have been around for decades. But recently, they have gained prominence as a result of the continuous explosion of AI technologies.
Remember, ChatGPT and AI Agents are not the same! Though ChatGPT has amazing applications, unlike it, AI Agents like AutoGPT have “internet access, which means it can surf the web, validate whether a source is legitimate and access any platform”.
Hello, AI Agents Calling!
Now that you know what AI Agents are, it’s time to get acquainted with some of the top AI agents personally!
#AI Agent 1: AutoGPT
Created by Toran Bruce Richards, AutoGPT is an open-source AI project on GitHub. It is the original AI application that set off a variety of other AI Agent tools!
Some key features of this first AI agent are:
- Uses GPT-4 to write its code.
- Recursively debugs, develops, and self-improves the code.
- Searches the internet in structured ways.
- Creates subtasks and launches new AI agents to execute them.
- Breaks down the AI’s steps (into “thoughts,” “reasoning,” and “criticism,”) and tells you what it is doing and why.
To use AutoGPT, you must install a development environment such as VS Code or Docker with a Dev Container extension and have an API key from OpenAI, for which you need a paid OpenAI account. (Check out the website to know in detail about the paid plan)
#AI Agent 2: AgentGPT
Unlike AutoGPT, to use which users need extensive programming knowledge, AgentGPT is for those without much coding experience. An open-source browser-based AI project, AgentGPT is created and maintained by Rework.ai and is user-friendly thanks to its simple interface.
What’s so hot about AgentGPT?
- Once you specify your AI’s objectives, AgentGPT breaks them into smaller tasks and launches new agents to complete them.
- Lets you create, train and deploy autonomous AI agents to accomplish various tasks.
- This browser-based AI agent lets you build more complex apps by integrating multiple AI agents.
- Allows you to add a name and goal for each agent and their seamless deployment.
- With AgentGPT, you can quickly create agents without requiring extensive programming knowledge, making it ideal for those new to AI.
- It is not limited to chatbots alone, as it assists in automation like automating coding chores, technical operations, and other applications like AutoGPT apps, and Discord bots.
Though AgentGPT offers a demo to test it out, you will need an OpenAI API key to explore the full version.
#AI Agent 3: BabyAGI
Similar to AutoGPT, BabyAGI is an autonomous AI program powered by Artificial Intelligence.
As an AI Agent, BabyAGI can create tasks for itself, finish them, create new tasks, and even reprioritize its list of tasks. The USP of this AI Agent is that it can create tasks based on the results of previous tasks and a predefined objective.
Features that make BabyAGI a powerful autonomous agent are:
- Extracts the first task from the task lists.
- Forwards the task to an execution agent to complete it, as per the context.
- Create new tasks and reorganize the task list based on the objective and output of the preceding task.
- Enhances the result and stores it in Pinecone.
Built by Yohei Nakajima, BabyAGI is presently available in the repo (repository) of GitHub. Just like with AutoGPT, to use BabyAGI, you’ll need a Pinecone or OpenAI key and the Docker software.
#AI Agent 4: GodMode
GodeMode space is another AI agent for deploying AI agents in the web browser directly and automatically to accomplish desired tasks. No wonder this AI Agent is ideal for those whose work demands generating new content and ideas for their creative projects!
Just like AgentGPT, GodMode is ideal for users who lack coding experience as it is very much user-friendly as an AI Agent with an easy-to-input interface.
Designed to function at unprecedented efficiency, this web-based autonomous AI agent has the potential to surpass human capabilities in specific tasks as it leverages the power of Generative Agents.
Wrapping Up!
While we are already exploring these amazing AI tools as an organization or a team of tech enthusiasts, we should not overlook that these are pretty new AI tools and are still in their experimental phase.
Though some are using these AI Agents to execute amazing things, it’s too early to expect these tools to completely automate workflow and processes.
Plus, we must not forget that Generative AI is still prone to making errors and hence requires monitoring for executing the given tasks.
So, if you’re planning to give these AI Agents a try, be careful before sharing any personal or sensitive information with any program built using LLM as the information you’re sharing may be stored or used to improve the language model.
It’s better not to ask these AI Agents to do something you will not be too comfortable taking in front of the world!
Instead, professional and innovative tech solutions for your app development, web development, copywriting, or workflow automation needs until more about these AI Agents are discovered.
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