update
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@@ -395,7 +395,6 @@ function evaluator(state::T1, text2textInstructLLM::Function
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- Do not generate additional thoughts or actions.
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2) Answer_evaluation:
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- Focus only on the matter mentioned in the question and comprehensively analyze how the latest observation's details addresses the question
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- State your rationale
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3) Accepted_as_answer: Decide whether the latest observation's content answers the question. Can be "Yes" or "No"
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Bad example (The observation didn't answers the question):
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question: Find cars with 4 wheels.
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@@ -471,16 +470,15 @@ function evaluator(state::T1, text2textInstructLLM::Function
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responsedict = GeneralUtils.textToDict(response, header;
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dictKey=dictkey, symbolkey=true)
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# check if dict has all required value
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trajectoryevaluation_text::AbstractString = responsedict[:trajectory_evaluation]
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answerevaluation_text::AbstractString = responsedict[:answer_evaluation]
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# responsedict[:score] = replace(responsedict[:score], r"\(.*?\)" => "") # remove (...) if there is any.
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responsedict[:score] = responsedict[:score][1] # some time "6\nThe trajectories are incomplete" is generated but I only need the number.
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responsedict[:score] = parse(Int, responsedict[:score]) # convert string "5" into integer 5
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score::Integer = responsedict[:score]
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try
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responsedict[:score] = parse(Int, responsedict[:score]) # convert string "5" into integer 5
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catch
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continue
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end
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accepted_as_answer::AbstractString = responsedict[:accepted_as_answer]
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suggestion::AbstractString = responsedict[:suggestion]
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if accepted_as_answer ∉ ["Yes", "No"] # [PENDING] add errornote into the prompt
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error("generated accepted_as_answer has wrong format")
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@@ -872,9 +870,9 @@ function query(query::T, executeSQL::Function, text2textInstructLLM::Function;
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earlystop(state) = state[:reward] >= 8 ? true : false
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_, _, resultState = LLMMCTS.runMCTS(initialstate, transition, transitionargs;
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horizontalSampleExpansionPhase=3,
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horizontalSampleExpansionPhase=5,
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horizontalSampleSimulationPhase=2,
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maxSimulationDepth=10,
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maxSimulationDepth=5,
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maxiterations=1,
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explorationweight=1.0,
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earlystop=earlystop,
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