update

src/interface.jl

@@ -327,7 +327,7 @@ function planner_mistral_openorca(a::agentReflex, usermsg::String)
 end
 
 #WORKING try use Thought/Act/ActInput/Obs loop because some time step 2 depend on step 1
-function actor_mistral_openorca(a::agentReflex)
+function actor_mistral_openorca(a::agentReflex, plan)
   """
     general prompt format:
 
@@ -384,10 +384,12 @@ function actor_mistral_openorca(a::agentReflex)
   """
   {env state}
   {longterm memory}
+  {plan}
   """
   # context = replace(context, "{earlierConversation}" => "My earlier talk with the user:\n$(a.earlierConversation)")
   context = replace(context, "{env state}" => "")
   context = replace(context, "{longterm memory}" => "")
+  context = replace(context, "{plan}" => "My plan:\n$plan")
   prompt = replace(prompt, "{context}" => context)
 
   return prompt
@@ -636,7 +638,7 @@ function work(a::agentReflex, usermsg::String)
       plan = split(respond, "<|im_end|>")[1]
       plan = split(plan, "Response:")[1]
       plan = replace(plan, "Plan:"=>"Plan $(a.attempt):")
-      a.memory[:shortterm] *= plan
+      # a.memory[:shortterm] *= plan
       actorstate, msgToUser = actor(a, plan)
       error("333")
       if actorstate == "chatbox"
@@ -731,10 +733,9 @@ function actor(a::agentReflex, plan)
     @show a.step
     if a.step <= totalsteps
       # WORKING in step 2, I need to use a.memory[:shortterm] as input to actor()
-      prompt = actor_mistral_openorca(a)
+      prompt = actor_mistral_openorca(a, plan)
       @show prompt
       respond = sendReceivePrompt(a, prompt)
-      @show respond
       
       # some time LLM not generate a number after headers but I want it
       if occursin("Act:", respond)
@@ -745,11 +746,13 @@ function actor(a::agentReflex, plan)
         respond = addStepNumber(respond, headers, a.step)
       end
       
-      respond = split(respond, "Obs $(a.step):")[1]
+      respond = split(respond, "Obs")[1]
+      respond = split(respond, "<|im_end|>")[1]
+      @show respond
       
       # add to memory
       a.memory[:shortterm] *= respond
-      error("111")
+
       headerToDetect = ["Question $(a.step):", "Plan $(a.step):", "Thought $(a.step):", 
                         "Act $(a.step):", "ActInput $(a.step):", "Obs $(a.step):", "...", 
                         "Answer $(a.step):", "Conclusion $(a.step):", "Summary $(a.step):"]
@@ -760,7 +763,7 @@ function actor(a::agentReflex, plan)
       toolinput = chunkedtext["ActInput $(a.step):"]
       @show toolname
       @show toolinput
-      error(">>>>>>>>>")
+
       if toolname == "chatbox"  # chat with user
         #TODO donot use chatbox to respond to user
         respond = toolinput

src/llmfunction.jl

@@ -41,13 +41,13 @@ function wikisearch(a::agentReflex, phrase::T) where {T<:AbstractString}
   try
     result = json_data["query"]["pages"][page_id]["extract"]
   catch
-    result = "No info available."
+    result = "No info available. Try different keywords"
   end
   if result == ""
-    result = "No info available."
+    result = "No info available. Try different keywords"
   end
 
-  if result != "No info available."  #TODO for use with wikisearch(). Not good for other tools
+  if result != "No info available. Try different keywords"  #TODO for use with wikisearch(). Not good for other tools
     result = makeSummary(a, result)
   end
   return result

src/type.jl

@@ -41,7 +41,7 @@ abstract type agent end
   thinkingmode::Symbol = :no_thinking
   thinkingFormat::Union{Dict, Nothing} = nothing
   memory::Dict = Dict(
-    :shortterm=> "",
+    :shortterm=> "",  #WORKING change to Dict
     :longterm=> Vector{Dict{Symbol, Any}}(),
   )
 end
@@ -98,9 +98,9 @@ function agentReflex(
       Plan: first you should always think about the stimulus and the info you have thoroughly then extract and devise a step by step plan to respond (pay attention to correct numeral calculation and commonsense).
       """,
     :actor=> 
-    """Use the following format:
-    Plan: first you should always think about the question and the info you have thoroughly then extract and devise a complete plan to find the answer (pay attention to variables and their corresponding numerals).
-    Thought: your should always think about how to do step {step} (pay attention to correct numeral calculation and commonsense).
+    """
+    Use the following format:
+    Thought: your should always think about how to do step {step} of the plan (pay attention to correct numeral calculation and commonsense).
     Act: the action to take that match your thought, should be one of [{toolnames}]
     ActInput: the input to the action (pay attention to the tool's input)
     Obs: the result of the action