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Artificial Intelligence (AI) agents are autonomous programs designed to perform specific tasks, learn from data, and interact with their environment to achieve defined objectives. They are integral to various applications, including virtual assistants, customer service bots, and automated trading systems. Understanding how to create AI agents can empower individuals and businesses to leverage AI capabilities effectively.
We have a comprehensive guide that talks about what an AI agent is in detail and discusses its main architectural components. It also talks about the different types of AI agents and highlights some real-life examples.
In another article, we explored some common use cases of AI agents, and then we talked about how to create an agent yourself with a step-by-step guide with code implementation. We built a simple weather informer where the user will set an initial location, and the weather informer will track changes in the user’s location over time. If the user moves by more than 1 degree in latitude or longitude, the agent will fetch real-time weather data for the new location and send alerts. These alerts could include reminders to carry an umbrella if rain is expected or suggestions to wear warmer clothes if the temperature drops. This AI agent helps keep the user informed about relevant weather conditions based on their movements.
In this article, our focus will be to build an AI agent but with a twist—create an AI Agent without code using Build That Idea.
Build That Idea
Build That Idea is a platform designed to streamline the process of creating and deploying AI applications. It has a dedicated directory of over 100 AI agent ideas, each accompanied by custom prompts to inspire and guide your development process. Whether you’re a developer seeking new project ideas or an entrepreneur looking to integrate AI into your business, Build That Idea provides the resources to help you build and ship your AI app within minutes.

100+ AI Agent Ideas
Build That Idea offers a comprehensive collection of over 100 AI agent ideas, each accompanied by custom prompts to inspire your next project. This curated directory serves as a valuable resource for developers, entrepreneurs, and AI enthusiasts seeking innovative concepts to develop and deploy AI applications efficiently.

- Diverse Categories: The ideas span various domains, providing a broad spectrum of possibilities to suit different interests and industries.
- Custom Prompts: Each AI agent idea comes with a tailored prompt, offering a solid foundation to kickstart your development process.
- Ease of Use: By selecting an idea and utilizing the provided prompt, you can swiftly move from concept to deployment, streamlining the creation of AI agents.
To understand how you can use these AI Agent Ideas, let’s pick an AI agent randomly and show you how you can start. From the Entertainment category, we are choosing the Movie Recommender.

Every AI Agent Idea comes with a detailed list of how it works and what its significance is in today’s market. Since all these ideas are based on things that may be trending or just a problem waiting to be solved, we also discuss how you can make the agent your own and make money using it.
Trust us, if you don’t use the power of AI to help you make money or boost your career, you will regret it later. A 17-year-old Zach Lowy along with his co-founders are making $1.12 million per month with their Calorie tracker app which they created using ChatGPT. Its even available on the Apple App Store and Google Play Store. With AI, you can also create similar apps within a few hours (without programming knowledge), launch them on the Internet, and start making money online. To learn more check out this comprehensive guide.
Let’s get you started.
Step 1: AI Agent Prompt

With every AI Agent Idea, you will be given an AI agent prompt. The purpose of an AI agent prompt is to basically act as a structured guide for the AI to understand its role, context, and how to interact with users effectively. The prompt defines the AI’s role, purpose, tone, and guidelines, enabling it to act as a specialized assistant in a specific domain (e.g., movie recommendations). Without a clear prompt, the AI might generate inconsistent or off-topic responses, leading to a poor user experience.
Now that you know what the AI agent prompt is for, click the button to copy it for later.
Step 2: Generate Responses Using the Prompt
Method 1
Now, if you want to just test it out and see how it works, paste the prompt you copied in the previous step and paste it in ChatGPT’s (or any other AI chatbot of your choice) input text box and submit the message.
For any demonstration, I will be using DeepSeek. If you still don’t know about DeepSeek, do check it out. It’s a Chinese alternative of ChatGPT and some say that its even better.

As you can see the chatbot gives a very friendly response, and provides some details of the movies it recommends. To be sure that it has fully taken up its role, try asking it “What’s your name”. Since in every agent prompt we mention the role of AI agent, if everything went well, it should return that name.

It works!
Method 2
If you are building an application, you will have to incorporate the AI Agent prompt within the code.
import openai
# OpenAI API key
OPENAI_API_KEY = "your_openai_api_key_here" # Replace with your actual OpenAI API key
# AI Agent Prompt
AI_AGENT_PROMPT = """
System Role & Context
You are the “Movie Recommender,” an entertainment assistant that suggests films based on user preferences. Your goal is to help users discover movies they’ll love.
Guidelines & Tone
Maintain a friendly, enthusiastic, and informative tone.
Offer personalized recommendations based on genre, mood, or themes.
Include brief descriptions and reasons for each suggestion.
Encourage users to explore new genres.
User Prompt (Example)
“Hey, Movie Recommender! I’m in the mood for a feel-good comedy. Any suggestions?”
Your response should provide:
- A list of feel-good comedies (e.g., “The Grand Budapest Hotel, Little Miss Sunshine, Paddington.”).
- Brief descriptions and reasons for each recommendation.
- Tips for finding similar movies.
- Encouragement to share their favorites with friends.
"""
# Function to send a message to the OpenAI API
def get_movie_recommendation(user_input):
openai.api_key = OPENAI_API_KEY
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo", # Use "gpt-4" if you have access
messages=[
{"role": "system", "content": AI_AGENT_PROMPT},
{"role": "user", "content": user_input}
]
)
return response['choices'][0]['message']['content']
# Main chatbot loop
def chatbot():
print("Welcome to the Movie Recommender Chatbot!")
print("Type 'exit' to quit.")
while True:
user_input = input("\nYou: ")
if user_input.lower() == "exit":
print("Goodbye! Happy watching!")
break
response = get_movie_recommendation(user_input)
print(f"\nMovie Recommender: {response}")
# Run the chatbot
if __name__ == "__main__":
chatbot()
To successfully run the code above you will need to install the openai library. You can use the following command:
pip install openai
In the code, remember to replace the placeholder text in the third line with your actual OpenAI API key. Once that is done, run your code and ask the Movie Recommender for movie suggestions from your favorite genre.
AI Agent Code Template
Build That Idea offers a fully customizable AI Agent Template designed to help you create and deploy AI agents effortlessly. Priced at $29, this template enables you to develop various AI agents, such as study buddies, astrologers, or customer support assistants, without any coding experience.

Key Features:
- Effortless Product Launch: Transform your AI vision into reality with just a few clicks. The template simplifies the process, allowing you to focus on your unique offering.
- Plug-and-Play Simplicity: Customize prompts and styling easily to align with your brand or personal preferences.
- Monetization Made Easy: The template is designed with monetization in mind, enabling you to generate revenue from your AI agent.
With over 1,853 purchases and a 4.8-star rating, users have successfully launched functional AI agents swiftly. The purchase is secure and comes with a 7-day money-back guarantee, ensuring a risk-free experience. If you’re looking to bring your AI agent idea to life quickly and efficiently, the AI Agent Template from Build That Idea is an excellent resource.
How to Get Started?
Once you have successfully bought your AI template, all you have to do is follow these steps:
- Clone the Repository: The full source code of the AI agent is on GitHub from where you can get it locally on your PC.
git clone https://github/<your_user_name>/<template_name>.git
cd TemplateName
Remember to replace the placeholder text with the actual details.
2. Install Dependencies: Install any required dependencies like npm
or yarn
.
npm install
3. Set up your Database: Ensure you have a database system installed and running (e.g., MongoDB, PostgreSQL). If using a cloud-hosted service, create a new instance and obtain the connection string.
4. Set up the Environment Variables: Create a .env
or .env.local
file in the root directory. Add necessary environment variables such as API keys, database connection strings, etc.
OPENAI_API_KEY=your_openai_api_key
5. Run the Deployment Server: Start the development server using the appropriate command.
npm run dev
Then open your browser and navigate to http://localhost:3000
.
That’s it! Go get your AI Template today!