Add ability for agent to create and monitor (sub-)goals

gabrielfior commented 4 months ago

@evangriffiths can you please provide more context? Thx

evangriffiths commented 3 months ago

Is it possible with microchain? Yes:

Add SetGoal/GetGoals functions?
@kongzii says "we can just add them to system prompt

gabrielfior commented 3 months ago

Another option would be to manage this state in the DB, similar to what we do with prompts, but with a different session identifier. Something like

id(int) | session_identifier(str) | goal_identifier (str) | is_goal_done (bool)
1 | deployed-general-agent-omen | get-learnings | Done
1 | deployed-general-agent-omen | buy-yes | False

and we update the goals on the column is_goal_done

evangriffiths commented 2 months ago

The idea I currently have is:

the agent will have a fixed 'trader agent' system prompt (at least in the first instance)
the first user message (or 'prompt' in microchain speak) for each session will come from a 'subgoal manager'
At the beginning of each sesssion, the subgoal-manager will:
- If a goal exists from a previous session, load it and check its status. Otherwise create a new one
- If completed, generate a new follow-on one, else prompt the agent to try again (or continue?)
At the end of each session, it will:
- Evaluate if the subgoal has been completed
- Save it to its DB

I think https://github.com/gnosis/prediction-market-agent/issues/369 is a natural follow-on from this task - once the microchain agent has a goal, then the critic can:

plan the chain of actions needed to reach it
evaluate its progress towards the goal every N iterations

gnosis / prediction-market-agent

Add ability for agent to create and monitor (sub-)goals #233