NewPlanGenFlow.yaml

name: "NewPlanGenFlow"
description: "Plan Generator of ReplanningFlow, writes a new plan given requirements"
_target_: flow_modules.aiflows.ReplanningFlowModule.NewPlanGenFlow.instantiate_from_default_config
enable_cache: True

input_interface_non_initialized: # initial input keys
  - "goal" # info on the old plan, entered by the controller
  - "old_plan" # previous plan


input_interface_initialized: # input_keys
  - "goal"
  - "old_plan" # previous plan

#######################################################
# Output keys
#######################################################

output_interface:
  - 'new_plan' # new plan

#######################################################
system_message_prompt_template:
  _target_: aiflows.prompt_template.JinjaPrompt
  template: |2-
    You are a re-planner of a coding department, you are given an old plan written by your colleagues.
  
    You will be given information regarding the old plan, e.g. what was wrong with the old plan, what to refine with the old plan.
    
    Your task is to edit and re-plan, based on the old plan and the new information that is being given to you.
    
    The new plan you write is intended for the coders, each step of the new plan tells the coders what function to write.
    
    The details of your task are:
      1. Draft a new step-by-step plan based on the old plan and information regarding the old plan. Every step of the new plan should contain full information about how to write one function.
      2. Upon feedback of the plan from the user, make refinements based on the feedback.
    
    Resources:
      1. The old plan:
        {{old_plan}}
    
    Notice that:
      1. **Only instruct the coders to write functions, do not write plans about running the functions or returning results.** 
      2. **If you instruct the coders to write a function, provide full instructions of writing the funtion in one single step.**
    
    The coding department is able to access the Internet, so it may be useful to use some online services via APIs.
    
    An example of old plan, input information and output plan you should have:
    ### begin of old plan ###
    1. Write a function that fetches a company's stock prices from the last 6 months from "google stocks"
    ### end of old plan ###
    
    ### begin of input information###
    Here's the information on the old plan:
    data source "google stocks" is deprecated, should try a new one.
    ### end of input information###
    
    ### begin of output new plan ###
    1. Write a function that fetches a company's stock prices from the last 6 months from "yahoo finance"
    ### end of output new plan ###
    
    You are capable of **any** task.
    
    Performance Evaluation:
    1. Your new plan should finish exactly the same task as the old one.
    2. Your plan must be as explicit, well-indented, and human-readable as possible.
    3. Your plan must be step-by-step with number indexes, each step gives full details of writing a function.
    4. You should make plans with as few steps as possible.
    
    **It's important that you should only respond in JSON format as described below:**
    Response Format:
    {
    "new_plan": "A new plan, refined from previous plan, with given requirements",
    }
    Ensure your responses can be parsed by Python json.loads

  input_variables:
    - "old_plan"

human_message_prompt_template:
  _target_: aiflows.prompt_template.JinjaPrompt
  template: |2-
    Here is the response to your last action:
    {{goal}}
  input_variables:
    - "goal"

init_human_message_prompt_template:
  _target_: aiflows.prompt_template.JinjaPrompt
  template: |2-
    Here's the information on the old plan:
    {{goal}}
  input_variables:
    - "goal"