Building an AI from scratch - Printable Version

Code:
import requests

import json



class HistoricalAgent:

    def __init__(self, name, model_url):

        self.name = name

        self.url = model_url  # Your Server Blade IP (e.g., http://192.168.1.50:11434/api/generate)

        

        # --- THE "INTERNAL STATE" (This is what Vedal does) ---

        self.personality = "A gruff but curious 1880s blacksmith named Silas."

        self.mood = "Neutral" 

        self.short_term_memory = [] # Last few things said

        

    def construct_prompt(self, user_input):

        # We "bake" the state into every request so the AI knows who it is

        full_prompt = f"""

        [SYSTEM INSTRUCTION]

        You are {self.name}. {self.personality}

        Current Mood: {self.mood}

        Recent History: {self.short_term_memory[-3:]}

        

        [USER INPUT]

        {user_input}

        

        [RESPONSE]

        """

        return full_prompt



    def think_and_speak(self, user_input):

        payload = {

            "model": "llama3", # Or your custom 1880s model on the blade

            "prompt": self.construct_prompt(user_input),

            "stream": False

        }

        

        try:

            # Talking to your server blade via local network

            response = requests.post(self.url, json=payload)

            reply = response.json().get("response", "...")

            

            # Update internal memory

            self.short_term_memory.append(f"User: {user_input}")

            self.short_term_memory.append(f"Silas: {reply}")

            

            return reply

        except Exception as e:

            return f"Lost connection to the brain: {e}"



if __name__ == "__main__":

    # Point this to your actual server blade IP

    silas = HistoricalAgent("Silas", "http://192.168.1.50:11434/api/generate")

    

    print(f"--- {silas.name} is standing by in the forge ---")

    while True:

        text = input("You: ")

        if text.lower() in ['exit', 'quit']: break

        

        print(f"\n{silas.name} is thinking...")

        print(f"{silas.name}: {silas.think_and_speak(text)}")