AI Agent Examples: Real-World Applications and How to Build Them

1class ReactiveAgent:
2    def __init__(self, rules):
3        self.rules = rules
4
5    def perceive(self, environment):
6        # Observe the environment
7        pass
8
9    def act(self, environment):
10        # Apply rules to choose an action
11        for condition, action in self.rules.items():
12            if condition(environment):
13                return action(environment)
14        return None # No applicable rule
15
16# Example usage
17def temperature_below_threshold(environment):
18    return environment["temperature"] < 20
19
20def turn_on_heater(environment):
21    print("Turning on the heater!")
22    environment["heater_on"] = True
23    return environment
24
25rules = {
26    temperature_below_threshold: turn_on_heater
27}
28
29agent = ReactiveAgent(rules)
30environment = {"temperature": 18, "heater_on": False}
31
32agent.act(environment)
33print(environment)
34

1class AIAgent:
2    def __init__(self, environment):
3        self.environment = environment
4
5    def perceive(self):
6        # Observe the environment
7        pass
8
9    def think(self):
10        # Process information and make decisions
11        pass
12
13    def act(self):
14        # Execute actions in the environment
15        pass
16
17    def run(self):
18        while True:
19            self.perceive()
20            self.think()
21            self.act()
22
23# Example usage
24environment = {}
25agent = AIAgent(environment)
26agent.run()
27