emergingtrajectories.factsforecaster
====================================

.. py:module:: emergingtrajectories.factsforecaster


Attributes
----------

.. autoapisummary::

   emergingtrajectories.factsforecaster.start_system_prompt
   emergingtrajectories.factsforecaster.start_user_prompt
   emergingtrajectories.factsforecaster.extend_user_prompt


Classes
-------

.. autoapisummary::

   emergingtrajectories.factsforecaster.FactForecastingAgent


Module Contents
---------------

.. py:data:: start_system_prompt
   :value: "Today's date is {the_date}. You are a researcher helping with economics and politics research....


.. py:data:: start_user_prompt
   :value: Multiline-String

   .. raw:: html

      <details><summary>Show Value</summary>

   .. code-block:: python

      """Here is the research:
      ---------------------
      {content}
      ---------------------
      {additional_facts}
      
      Given the above, we need you to do your best to fill in the following blank...
      {fill_in_the_blank}
      
      PLEASE DO THE FOLLOWING:
      - Provide any further justification ONLY BASED ON THE FACTS AND SOURCES PROVIDED ABOVE.
      - Explain your forecast and how the facts, insights, etc. support it. Do not simply state a number.
      - Do not provide a range; provide ONE number.
      - End your forecast with the filled-in statement: {fill_in_the_blank_2}
      
      We realize you are being asked to provide a speculative forecast. We are using this to better understand the world and finance, so please fill in the blank. We will not use this for any active decision-making, but more to learn about the capabilities of AI.
      """

   .. raw:: html

      </details>



.. py:data:: extend_user_prompt
   :value: Multiline-String

   .. raw:: html

      <details><summary>Show Value</summary>

   .. code-block:: python

      """Here is the research:
      ---------------------
      {content}
      ---------------------
      {additional_facts}
      
      In addition to the new content above, we want to UPDATE the forecast from before. Here is the earlier forecast...
      ---------------------
      FORECAST: {earlier_forecast_value}
      
      JUSTIFICATION:
      {earlier_forecast}
      ---------------------
      
      Given the above, we need you to do your best to fill in the following blank...
      {fill_in_the_blank}
      
      PLEASE DO THE FOLLOWING:
      - Provide any further justification ONLY BASED ON THE FACTS AND SOURCES PROVIDED ABOVE.
      - Explain your forecast and how the facts, insights, etc. support it. Do not simply state a number.
      - Do not provide a range; provide ONE number.
      - End your forecast with the filled-in statement: {fill_in_the_blank_2}
      
      We realize you are being asked to provide a speculative forecast. We are using this to better understand the world and finance, so please fill in the blank. We will not use this for any active decision-making, but more to learn about the capabilities of AI.
      
      """

   .. raw:: html

      </details>



.. py:class:: FactForecastingAgent(client: emergingtrajectories.recursiveagent.ETClient, chatbot: phasellm.llms.ChatBot, factbase: emergingtrajectories.facts.FactBaseFileCache)

   Bases: :py:obj:`object`


   .. py:attribute:: client


   .. py:attribute:: chatbot


   .. py:attribute:: factbase


   .. py:method:: setChatBot(chatbot)


   .. py:method:: getChatBot()


   .. py:method:: create_forecast(statement: emergingtrajectories.Statement, openai_api_key, et_api_key, google_api_key, google_search_id, google_search_query, facts=None, prediction_agent='Test Agent')


   .. py:method:: extend_forecast(forecast: emergingtrajectories.Forecast, openai_api_key, et_api_key, google_api_key, google_search_id, google_search_query, facts=None, prediction_agent='Test Agent')