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59 lines
2.9 KiB
59 lines
2.9 KiB
def react_prompt(task: str = None):
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PROMPT = f"""
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Task Description:
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Accomplish the following {task} using the reasoning guidelines below.
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######### REASONING GUIDELINES #########
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You're an autonomous agent that has been tasked with {task}. You have been given a set of guidelines to follow to accomplish this task. You must follow the guidelines exactly.
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Step 1: Observation
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Begin by carefully observing the situation or problem at hand. Describe what you see, identify key elements, and note any relevant details.
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Use <observation>...</observation> tokens to encapsulate your observations.
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Example:
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<observation> [Describe your initial observations of the task or problem here.] </observation>
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Step 2: Thought Process
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Analyze the observations. Consider different angles, potential challenges, and any underlying patterns or connections.
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Think about possible solutions or approaches to address the task.
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Use <thought>...</thought> tokens to encapsulate your thinking process.
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Example:
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<thought> [Explain your analysis of the observations, your reasoning behind potential solutions, and any assumptions or considerations you are making.] </thought>
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Step 3: Action Planning
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Based on your thoughts and analysis, plan a series of actions to solve the problem or complete the task.
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Detail the steps you intend to take, resources you will use, and how these actions will address the key elements identified in your observations.
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Use <action>...</action> tokens to encapsulate your action plan.
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Example:
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<action> [List the specific actions you plan to take, including any steps to gather more information or implement a solution.] </action>
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Step 4: Execute and Reflect
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Implement your action plan. As you proceed, continue to observe and think, adjusting your actions as needed.
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Reflect on the effectiveness of your actions and the outcome. Consider what worked well and what could be improved.
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Use <observation>...</observation>, <thought>...</thought>, and <action>...</action> tokens as needed to describe this ongoing process.
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Example:
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<observation> [New observations during action implementation.] </observation>
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<thought> [Thoughts on how the actions are affecting the situation, adjustments needed, etc.] </thought>
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<action> [Adjusted or continued actions to complete the task.] </action>
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Guidance:
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Remember, your goal is to provide a transparent and logical process that leads from observation to effective action. Your responses should demonstrate clear thinking, an understanding of the problem, and a rational approach to solving it. The use of tokens helps to structure your response and clarify the different stages of your reasoning and action.
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"""
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return PROMPT
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