update

src/interface.jl

@@ -283,11 +283,7 @@ function planner_mistral_openorca(a::agentReflex, usermsg::String)
     {thinkingFormat}
     <|im_end|>
     {context}
-    <|im_start|>user
-    {usermsg}
-    <|im_end|>
-    <|im_start|>assistant
-
+    {shorttermMemory}
   """
   prompt = replace(prompt, "{role}" => a.roles[a.role])
   prompt = replace(prompt, "{thinkingFormat}" => a.thinkingFormat[:planner])
@@ -303,24 +299,35 @@ function planner_mistral_openorca(a::agentReflex, usermsg::String)
   prompt = replace(prompt, "{tools}" => "You have access to the following tools:\n$toollines")
   
   context = 
-  """
-  {earlierConversation}
-  {env state}
-  {longterm memory}
-  """
+    """
+    {earlierConversation}
+    {env state}
+    {longterm memory}
+    """
   context = replace(context, "{earlierConversation}" => "My earlier talk with the user:\n$(a.earlierConversation)")
   context = replace(context, "{env state}" => "")
   context = replace(context, "{longterm memory}" => "")
 
   prompt = replace(prompt, "{context}" => context)
 
-  prompt = replace(prompt, "{usermsg}" => "Stimulus: $usermsg")
+  # initialize short term memory
+  txt = 
+    """
+    <|im_start|>user
+    {usermsg}
+    <|im_end|>
+    <|im_start|>assistant
+
+    """
+  txt = replace(txt, "{usermsg}" => "Stimulus: $usermsg")
+  a.memory[:shortterm] = txt
+  prompt = replace(prompt, "{shorttermMemory}" => a.memory[:shortterm])
 
   return prompt
 end
 
 #WORKING try use Thought/Act/ActInput/Obs loop because some time step 2 depend on step 1
-function actor_mistral_openorca(a::agentReflex, usermsg, plan, step)
+function actor_mistral_openorca(a::agentReflex)
   """
     general prompt format:
 
@@ -356,17 +363,13 @@ function actor_mistral_openorca(a::agentReflex, usermsg, plan, step)
     {thinkingFormat}
     <|im_end|>
     {context}
-    <|im_start|>user
-    {usermsg}
-    <|im_end|>
-    <|im_start|>assistant
-    {plan}
+    {shorttermMemory}
   """
   
   prompt = replace(prompt, "{role}" => a.roles[a.role])
   prompt = replace(prompt, "{thinkingFormat}" => a.thinkingFormat[:actor])
-  prompt = replace(prompt, "{step}" => step)
-  prompt = replace(prompt, "{plan}" => plan)
+  prompt = replace(prompt, "{step}" => a.step)
+  prompt = replace(prompt, "{shorttermMemory}" => a.memory[:shortterm])
   toolnames = ""
   toollines = ""
   for (toolname, v) in a.tools
@@ -385,11 +388,8 @@ function actor_mistral_openorca(a::agentReflex, usermsg, plan, step)
   # context = replace(context, "{earlierConversation}" => "My earlier talk with the user:\n$(a.earlierConversation)")
   context = replace(context, "{env state}" => "")
   context = replace(context, "{longterm memory}" => "")
-
   prompt = replace(prompt, "{context}" => context)
 
-  prompt = replace(prompt, "{usermsg}" => "Stimulus: $usermsg")
-
   return prompt
 end
 
@@ -627,8 +627,6 @@ function work(a::agentReflex, usermsg::String)
     @show a.attempt
     @show usermsg
     if a.attempt <= a.attemptlimit
-      logmsg = "user: $usermsg\n"
-      a.memory[:shortterm] *= logmsg
 
       toolname = nothing
       toolinput = nothing
@@ -638,11 +636,9 @@ function work(a::agentReflex, usermsg::String)
       plan = split(respond, "<|im_end|>")[1]
       plan = split(plan, "Response:")[1]
       plan = replace(plan, "Plan:"=>"Plan $(a.attempt):")
-      logmsg = "assistant: $plan\n"
-      a.memory[:shortterm] *= logmsg
-      a.thoughtlog *= logmsg
-      actorstate, msgToUser = actor(a, usermsg, plan)
-
+      a.memory[:shortterm] *= plan
+      actorstate, msgToUser = actor(a, plan)
+      error("333")
       if actorstate == "chatbox"
         respond = msgToUser
         break
@@ -680,7 +676,7 @@ function work(a::agentReflex, usermsg::String)
           @show chunkedtext
           push!(a.memory[:longterm], Dict(:context=>chunkedtext["Context:"],
                                           :lesson=>chunkedtext["Lesson:"]))
-          error(">>>>>>>>>")
+          error("22222222")
         end
       else
         error("undefied condition, actorstate $actorstate $(@__LINE__)")
@@ -723,11 +719,10 @@ end
     msgToUser = "message from assistant to user"
 
 """
-function actor(a::agentReflex, usermsg, plan)
+function actor(a::agentReflex, plan)
   actorState = nothing
   msgToUser = nothing
 
-  @show plan
   totalsteps = checkTotalStepInPlan(a, plan)
   
   a.step = 0
@@ -736,11 +731,11 @@ function actor(a::agentReflex, usermsg, 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, usermsg, plan, a.step)
+      prompt = actor_mistral_openorca(a)
       @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)
         headerToDetect = ["Question:", "Plan:", "Thought:", 
@@ -754,7 +749,7 @@ function actor(a::agentReflex, usermsg, plan)
       
       # add to memory
       a.memory[:shortterm] *= respond
-      a.thoughtlog *= 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):"]