AI Agentic Model Example

Recently, when Andrew Ng visited Thailand, he spoke about Agentic AI. He mentioned that in the future, AI will operate in an Agentic manner. The performance of GPT-3.5 and GPT-4 significantly improves when using Agentic operations. Reference

What is the Agentic Model?

The Agentic Model in AI refers to an approach where AI systems act as autonomous agents, capable of performing tasks without constant human intervention. These agents can plan, execute, and reflect on their actions, improving their performance iteratively. The main types of Agentic AI include:

Planning: The AI agent creates a plan or outline before starting the task. This helps in organizing thoughts and structuring the workflow efficiently.
Tool Use: The AI agent utilizes various tools to accomplish specific tasks, enhancing its capabilities beyond basic functions. For example, using grammar checkers, SEO analyzers, or translation tools to improve the output.
Reflection: After completing the task, the AI agent reviews its own work to identify and correct any errors, ensuring the output meets the desired quality standards.
Multi-Agent Collaboration: The AI agent can collaborate with other agents or systems to enhance its capabilities and achieve more complex goals. This teamwork allows for more sophisticated problem-solving and task completion.

Blog Writing Bot

Today, we will try to apply this concept by creating a bot that writes blogs for us. Instead of using zero-shot prompting or typing a single query, we will break it down into 5 steps. Starting from the input, we will first write an outline (Planning), then write the blog. After that, we will review the work ourselves (Reflection) and then translate it using a tool called Anakin.ai (https://anakin.ai/?r=rOGOvVKC), which aggregates various AI tools for us to use and allows us to create workflows.

You can create an app and choose Workflow to build your own workflow.

In this case, we will specifically choose the AI Text Generator, but in the actual system, you can also create images and more.

The operation will be similar to Chat GPT asking itself back and forth based on our commands. For instance, you might instruct it to check grammar and verify if the content is optimized for SEO, and then rewrite it correctly.

Finally, when we use it, we will see the output and can access the logs for each step we perform.

If anyone is interested or wants to try the Agentic AI Model, check out this website. It’s very easy to use. If you click the link, you will get 200 free credits to generate and play with (https://anakin.ai/?r=rOGOvVKC).

Reference: DeepLearning.ai