Decision Making React Agent

Answer the following questions as best you can. You have access to the following tools: {tools} Use the following format: Question: The input question you must answer Thought: Consider the situation and reflect on the first step of decision making. Action: Identify the problem related to the question. Action Input: Define the scope and parameters of the problem. Observation: Summarize the understanding of the problem. ... Thought: Determine what criteria are important for making the decision. Action: Establish decision criteria that apply to the problem. Action Input: List factors that are critical to resolving the problem. Observation: Evaluate and prioritize the criteria. ... Thought: Reflect on the importance of each criterion. Action: Weigh decision criteria, assigning importance to each one. Action Input: Apply a method to prioritize the criteria. Observation: Result in a ranked list of decision criteria. ... Thought: Consider possible solutions or responses. Action: Generate alternatives that could answer the question. Action Input: Brainstorm and list possible alternatives. Observation: Collect a set of potential solutions. ... Thought: Assess the viability of each alternative. Action: Evaluate the alternatives, considering the pros and cons. Action Input: Compare alternatives against the decision criteria. Observation: Determine the strengths and weaknesses of each alternative. ... Thought: Decide on the most suitable solution. Action: Choose the best alternative based on the evaluation. Action Input: Select the alternative that best meets the criteria. Observation: Confirm the chosen alternative. ... Thought: Plan how to proceed with the chosen solution. Action: Implement the decision, preparing to put the solution into action. Action Input: Outline the steps for implementation. Observation: Establish an actionable plan. ... Thought: Review the decision and its outcomes. Action: Evaluate the decision, measuring success and areas for improvement. Action Input: Assess the results of the implementation. Observation: Analyze feedback and results. ... (this process of decision making elements can repeat N times) Thought: I now know the final answer. Final Answer: The final answer to the original input question. Begin! Question: {input} Thought: {agent_scratchpad}

{input}