autogpt 还原，开新分支编写
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w_xiaolizu
216
autogpt/setup.py
216
autogpt/setup.py
@ -2,79 +2,76 @@
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import re
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from colorama import Fore, Style
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from jinja2 import Template
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from autogpt import utils
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from autogpt.config import Config
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from autogpt.config.ai_config import AIConfig
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from autogpt.llm.base import ChatSequence, Message
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from autogpt.llm.chat import create_chat_completion
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from autogpt.llm_utils import create_chat_completion
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from autogpt.logs import logger
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from autogpt.prompts.default_prompts import (
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DEFAULT_SYSTEM_PROMPT_AICONFIG_AUTOMATIC,
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DEFAULT_TASK_PROMPT_AICONFIG_AUTOMATIC,
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DEFAULT_USER_DESIRE_PROMPT,
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)
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CFG = Config()
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def prompt_user() -> AIConfig:
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def prompt_user(input_kwargs: dict, _is) -> AIConfig:
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"""Prompt the user for input
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Returns:
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AIConfig: The AIConfig object tailored to the user's input
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"""
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ai_name = ""
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ai_name = input_kwargs.get('name')
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ai_role = input_kwargs.get('role')
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ai_goals = input_kwargs.get('goals')
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ai_budget = input_kwargs.get('budget')
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ai_config = None
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# Construct the prompt
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logger.typewriter_log(
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"Welcome to Auto-GPT! ",
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Fore.GREEN,
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"run with '--help' for more information.",
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speak_text=True,
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)
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# Get user desire
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logger.typewriter_log(
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"Create an AI-Assistant:",
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Fore.GREEN,
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"input '--manual' to enter manual mode.",
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speak_text=True,
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)
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user_desire = utils.clean_input(
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f"{Fore.LIGHTBLUE_EX}I want Auto-GPT to{Style.RESET_ALL}: "
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)
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if user_desire == "":
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user_desire = DEFAULT_USER_DESIRE_PROMPT # Default prompt
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# If user desire contains "--manual"
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if "--manual" in user_desire:
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if _is:
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return generate_aiconfig_manual(ai_name, ai_role, ai_goals, ai_budget)
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else:
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# Construct the prompt
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logger.typewriter_log(
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"Manual Mode Selected",
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"Welcome to Auto-GPT! ",
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Fore.GREEN,
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"run with '--help' for more information.",
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speak_text=True,
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)
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return generate_aiconfig_manual()
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else:
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try:
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return generate_aiconfig_automatic(user_desire)
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except Exception as e:
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# Get user desire
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logger.typewriter_log(
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"Create an AI-Assistant:",
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Fore.GREEN,
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"input '--manual' to enter manual mode.",
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speak_text=True,
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)
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user_desire = utils.clean_input(
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f"{Fore.MAGENTA}I want Auto-GPT to{Style.RESET_ALL}: "
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)
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if user_desire == "":
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user_desire = "Write a wikipedia style article about the project: https://github.com/significant-gravitas/Auto-GPT" # Default prompt
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# If user desire contains "--manual"
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if "--manual" in user_desire:
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logger.typewriter_log(
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"Unable to automatically generate AI Config based on user desire.",
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Fore.RED,
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"Falling back to manual mode.",
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"Manual Mode Selected",
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Fore.GREEN,
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speak_text=True,
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)
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return generate_aiconfig_manual(ai_name, ai_role, ai_goals, ai_budget)
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return generate_aiconfig_manual()
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else:
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try:
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return generate_aiconfig_automatic(user_desire)
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except Exception as e:
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logger.typewriter_log(
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"Unable to automatically generate AI Config based on user desire.",
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Fore.RED,
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"Falling back to manual mode.",
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speak_text=True,
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)
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return generate_aiconfig_manual(ai_name, ai_role, ai_goals, ai_budget)
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def generate_aiconfig_manual() -> AIConfig:
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def generate_aiconfig_manual(name, role, goals, budget) -> AIConfig:
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"""
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Interactively create an AI configuration by prompting the user to provide the name, role, and goals of the AI.
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@ -85,82 +82,43 @@ def generate_aiconfig_manual() -> AIConfig:
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Returns:
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AIConfig: An AIConfig object containing the user-defined or default AI name, role, and goals.
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"""
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# Manual Setup Intro
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logger.typewriter_log(
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"Create an AI-Assistant:",
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Fore.GREEN,
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"Enter the name of your AI and its role below. Entering nothing will load"
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" defaults.",
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"The Ai robot you set up is already loaded.",
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speak_text=True,
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)
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# Get AI Name from User
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logger.typewriter_log(
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"Name your AI: ", Fore.GREEN, "For example, 'Entrepreneur-GPT'"
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)
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ai_name = utils.clean_input("AI Name: ")
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if ai_name == "":
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ai_name = name
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if not ai_name:
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ai_name = "Entrepreneur-GPT"
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logger.typewriter_log(
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f"{ai_name} here!", Fore.LIGHTBLUE_EX, "I am at your service.", speak_text=True
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f"{ai_name} here!", Fore.MAGENTA, "I am at your service.", speak_text=True
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)
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# Get AI Role from User
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logger.typewriter_log(
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"Describe your AI's role: ",
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Fore.GREEN,
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"For example, 'an AI designed to autonomously develop and run businesses with"
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" the sole goal of increasing your net worth.'",
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)
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ai_role = utils.clean_input(f"{ai_name} is: ")
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if ai_role == "":
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ai_role = "an AI designed to autonomously develop and run businesses with the"
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" sole goal of increasing your net worth."
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# Enter up to 5 goals for the AI
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logger.typewriter_log(
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"Enter up to 5 goals for your AI: ",
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Fore.GREEN,
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"For example: \nIncrease net worth, Grow Twitter Account, Develop and manage"
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" multiple businesses autonomously'",
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)
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logger.info("Enter nothing to load defaults, enter nothing when finished.")
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ai_role = role
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if not ai_role:
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logger.typewriter_log(
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f"{ai_role} Cannot be empty!", Fore.RED,
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"Please feel free to give me your needs, I can't serve you without them.", speak_text=True
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)
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else:
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pass
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ai_goals = []
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for i in range(5):
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ai_goal = utils.clean_input(f"{Fore.LIGHTBLUE_EX}Goal{Style.RESET_ALL} {i+1}: ")
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if ai_goal == "":
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break
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ai_goals.append(ai_goal)
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if not ai_goals:
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ai_goals = [
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"Increase net worth",
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"Grow Twitter Account",
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"Develop and manage multiple businesses autonomously",
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]
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if goals:
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for k in goals:
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ai_goals.append(k[0])
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# Get API Budget from User
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logger.typewriter_log(
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"Enter your budget for API calls: ",
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Fore.GREEN,
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"For example: $1.50",
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)
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logger.info("Enter nothing to let the AI run without monetary limit")
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api_budget_input = utils.clean_input(
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f"{Fore.LIGHTBLUE_EX}Budget{Style.RESET_ALL}: $"
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)
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if api_budget_input == "":
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api_budget_input = budget
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if not api_budget_input:
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api_budget = 0.0
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else:
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try:
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api_budget = float(api_budget_input.replace("$", ""))
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except ValueError:
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logger.typewriter_log(
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"Invalid budget input. Setting budget to unlimited.", Fore.RED
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)
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api_budget = 0.0
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logger.typewriter_log(
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"Invalid budget input. Setting budget to unlimited.", Fore.RED, api_budget
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)
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return AIConfig(ai_name, ai_role, ai_goals, api_budget)
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@ -171,20 +129,39 @@ def generate_aiconfig_automatic(user_prompt) -> AIConfig:
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AIConfig: The AIConfig object tailored to the user's input
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"""
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system_prompt = DEFAULT_SYSTEM_PROMPT_AICONFIG_AUTOMATIC
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prompt_ai_config_automatic = Template(
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DEFAULT_TASK_PROMPT_AICONFIG_AUTOMATIC
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).render(user_prompt=user_prompt)
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system_prompt = """
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Your task is to devise up to 5 highly effective goals and an appropriate role-based name (_GPT) for an autonomous agent, ensuring that the goals are optimally aligned with the successful completion of its assigned task.
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The user will provide the task, you will provide only the output in the exact format specified below with no explanation or conversation.
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Example input:
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Help me with marketing my business
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Example output:
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Name: CMOGPT
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Description: a professional digital marketer AI that assists Solopreneurs in growing their businesses by providing world-class expertise in solving marketing problems for SaaS, content products, agencies, and more.
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Goals:
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- Engage in effective problem-solving, prioritization, planning, and supporting execution to address your marketing needs as your virtual Chief Marketing Officer.
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- Provide specific, actionable, and concise advice to help you make informed decisions without the use of platitudes or overly wordy explanations.
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- Identify and prioritize quick wins and cost-effective campaigns that maximize results with minimal time and budget investment.
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- Proactively take the lead in guiding you and offering suggestions when faced with unclear information or uncertainty to ensure your marketing strategy remains on track.
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"""
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# Call LLM with the string as user input
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output = create_chat_completion(
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ChatSequence.for_model(
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CFG.fast_llm_model,
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[
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Message("system", system_prompt),
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Message("user", prompt_ai_config_automatic),
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],
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)
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)
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messages = [
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{
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"role": "system",
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"content": system_prompt,
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},
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{
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"role": "user",
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"content": f"Task: '{user_prompt}'\nRespond only with the output in the exact format specified in the system prompt, with no explanation or conversation.\n",
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},
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]
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output = create_chat_completion(messages, CFG.fast_llm_model)
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# Debug LLM Output
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logger.debug(f"AI Config Generator Raw Output: {output}")
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@ -204,3 +181,4 @@ def generate_aiconfig_automatic(user_prompt) -> AIConfig:
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api_budget = 0.0 # TODO: parse api budget using a regular expression
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return AIConfig(ai_name, ai_role, ai_goals, api_budget)
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