update

src/interface.jl

@@ -687,26 +687,27 @@ function evaluator(state::T1, text2textInstructLLM::Function;
     thoughthistory *= "$k: $v\n" 
   end
 
-  usermsg =
+  noise = ""
-  """
-  Context: None
-  Trajectories: $thoughthistory
-  """
-
-  _prompt = 
-  [
-    Dict(:name=> "system", :text=> systemmsg),
-    Dict(:name=> "user", :text=> usermsg)
-  ]
-
-  # put in model format
-  prompt = GeneralUtils.formatLLMtext(_prompt; formatname="llama3instruct")
-  prompt *=
-    """
-    <|start_header_id|>assistant<|end_header_id|>
-    """
-
   for attempt in 1:5
+    usermsg =
+    """
+    Trajectories: $thoughthistory
+    $noise
+    """
+
+    _prompt = 
+    [
+      Dict(:name=> "system", :text=> systemmsg),
+      Dict(:name=> "user", :text=> usermsg)
+    ]
+
+    # put in model format
+    prompt = GeneralUtils.formatLLMtext(_prompt; formatname="llama3instruct")
+    prompt *=
+      """
+      <|start_header_id|>assistant<|end_header_id|>
+      """
+
     try
       response = text2textInstructLLM(prompt)
       responsedict = GeneralUtils.textToDict(response,
@@ -755,6 +756,7 @@ function evaluator(state::T1, text2textInstructLLM::Function;
       println("")
       println("Attempt $attempt. Error occurred: $errorMsg\n$st")
       println("")
+      noise = noises(3, 5)
     end
   end
   error("evaluator failed to generate an evaluation")

src/llmfunction.jl

@@ -455,6 +455,7 @@ function getdata_decisionMaker(state::Dict, context::Dict, text2textInstructLLM:
   Let's begin!
   """
 
+  noise = ""
   note_flag = ""
   for attempt in 1:10
     usermsg =
@@ -464,6 +465,7 @@ function getdata_decisionMaker(state::Dict, context::Dict, text2textInstructLLM:
     User intention: $(context[:userintention])
     Code executed from the last round: $(state[:code])
     Execution error: $(state[:errormsg])
+    $noise
     $note_flag
     """
     
@@ -517,6 +519,7 @@ function getdata_decisionMaker(state::Dict, context::Dict, text2textInstructLLM:
       st = sprint((io, v) -> show(io, "text/plain", v), stacktrace(catch_backtrace()))
       print("Attempt $attempt. Error occurred: $errorMsg\n$st")
       println("")
+      noise = GeneralUtils.randstrings(3, 5)
     end
   end
   return (thought=nothing, code=nothing, success=false,