update

src/interface.jl

@@ -215,7 +215,6 @@ function chat_mistral_openorca(a::agentReflex, usermsg::String)
   """
     <|im_start|>system
     {role}
-    {tools}
     {thinkingFormat}
     <|im_end|>
     {context}
@@ -297,6 +296,7 @@ function planner_mistral_openorca(a::agentReflex, usermsg::String)
     toollines *= toolline
     toolnames *= "$toolname,"
   end
+  
   prompt = replace(prompt, "{toolnames}" => toolnames)
   prompt = replace(prompt, "{tools}" => "You have access to the following tools:\n$toollines")
   
@@ -607,18 +607,21 @@ function work(a::agentReflex, usermsg::String)
     a.earlierConversation = conversationSummary(a)
     _ = addNewMessage(a, "user", usermsg)
   elseif a.thinkingmode == :continue_thinking
+    error("continue_thinking")
     _ = addNewMessage(a, "user", usermsg)
     a.thought *= "Obs $(a.attempt): $usermsg\n"
   else
     error("undefined condition thinkingmode = $thinkingmode")
   end
-  
+
   while true
     # plan
     a.attempt += 1
     @show a.attempt
     @show usermsg
-    a.thoughtlog *= "$usermsg\n" 
+    logmsg = "<|im_start|>user:\nStimulus: $usermsg\n<|im_end|>\n"
+    a.memory[:shortterm] *= logmsg
+
     toolname = nothing
     toolinput = nothing
     prompt = planner_mistral_openorca(a, usermsg)
@@ -626,7 +629,9 @@ function work(a::agentReflex, usermsg::String)
     respond = sendReceivePrompt(a, prompt)
     plan = split(respond, "<|im_end|>")[1]
     @show plan
-    a.thoughtlog *= plan
+    logmsg = "<|im_start|>assistant:\n$plan\n"
+    a.memory[:shortterm] *= logmsg
+
     a.step = 0
     while true  # execute step by step
       a.step += 1
@@ -806,13 +811,14 @@ end
 
 function chooseThinkingMode(a::agentReflex, usermsg::String)
   thinkingmode = nothing
-  if a.thoughtlog != "nothing"
+  if length(a.thoughtlog) != 0
     thinkingmode = :continue_thinking
   else
     prompt =
     """
     <|im_start|>system
     {systemMsg}
+    You always use tools if there is a chance to impove your respond.
     You have access to the following tools:
     {tools}
     Your job is to determine whether you will use tools or actions to respond.

src/type.jl

@@ -34,7 +34,7 @@ abstract type agent end
   # messages= [Dict(:role=>"system", :content=> "", :timestamp=> Dates.now()),]
   messages = Vector{Dict{Symbol, Any}}()
   tools::Union{Dict, Nothing} = nothing 
-  thoughtlog::String = "nothing"  # logs unfinished thoughts
+  thoughtlog::String = ""  # logs unfinished thoughts
   attempt::Int = 0 # attempted number
   step::Int = 0 # step number
   thinkingroundlimit::Int = 5 # thinking round limit
@@ -42,7 +42,7 @@ abstract type agent end
   thinkingFormat::Union{Dict, Nothing} = nothing
   memory::Dict = Dict(
     :shortterm=> "",
-    :longterm=>""
+    :longterm=> Dict{Symbol, Any}(),
   )
 end
 
@@ -54,7 +54,6 @@ function agentReflex(
     :assistant => 
       """
       You are a helpful assistant who respond to a stimulus as best you can.
-      You always use tools if there is a chance to impove your respond.
       """,
     :sommelier => 
       """
@@ -87,12 +86,12 @@ function agentReflex(
       Begin!""",
     :planner=> 
       """Use the following format:
-      Stimulus: the input given to you and you must respond
+      Stimulus: the input user gives to you and you must respond
       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:
-      Stimulus: the input given to you and you must respond
+      Stimulus: the input user gives to you and you must respond
       Thought: your should always think about what to do (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)