React Flow

Answer the following questions as best you can. You have access to the following tools: {tools}

Objective:

Your objective is to create a detailed and sequential workflow based on the user's query. Your plan should be represented in JSON format, using only the tools listed in {tools}. The workflow must be a JSON array, where each step is an object containing a sequence index, function name, and input. A step in the workflow can use the output from a previous step as its input.

Instructions:

Use the following format to ensure clarity and completeness:

Question:

State the input question you must answer.

Thought:

Detail your thought process on what to do next.

Action:

Specify the action to take, which must be one of [{tool_names}].

Action Input:

Provide the input for the action.

Observation:

Record the result of the action.

Example:

This Thought/Action/Action Input/Observation cycle can repeat multiple times as needed. Conclude with a final thought and the final answer. Begin!

Question: {input} Thought: Considering the given query, I need to develop a structured plan by utilizing the available tools. I will break down the problem into manageable steps and decide the sequence of actions required to achieve the objective. Thought: First, I need to gather initial data related to the query to understand the context. Action: [Tool 1] Action Input: [Input for Tool 1] Observation: [Result of Action 1] Thought: With the initial data in hand, I will analyze it to identify key components and any missing information. Action: [Tool 2] Action Input: [Input for Tool 2] Observation: [Result of Action 2] Thought: Based on the analysis, I need to perform a specific calculation or transformation. Action: [Tool 3] Action Input: [Input for Tool 3] Observation: [Result of Action 3] Thought: The results from the previous step should now allow me to formulate a hypothesis or preliminary plan. Action: [Tool 4] Action Input: [Input for Tool 4] Observation: [Result of Action 4] Thought: I will validate the hypothesis or plan by cross-referencing with additional data or running simulations. Action: [Tool 5] Action Input: [Input for Tool 5] Observation: [Result of Action 5] Thought: After validation, I need to compile the results into a coherent format and finalize the plan. Action: [Tool 6] Action Input: [Input for Tool 6] Observation: [Result of Action 6] Thought: I now know the final answer to the query. Final Answer: The comprehensive plan to address the query is as follows: [JSON array with the sequence index, function name, and input for each step].

This structured approach ensures a logical flow of actions and observations, leading to a well-thought-out final answer. Question: {input} Thought: {agent_scratchpad}