update

src/interface.jl

@@ -132,8 +132,6 @@ function decisionMaker(a::T; recent::Integer=5)::Dict{Symbol,Any} where {T<:agen
     else
       1:totalevents
     end
-  
-  chathistory = vectorOfDictToText(a.chathistory)
 
   timeline = ""
   for (i, event) in enumerate(a.memory[:events][ind])
@@ -167,7 +165,6 @@ function decisionMaker(a::T; recent::Integer=5)::Dict{Symbol,Any} where {T<:agen
       2) Processing sales orders or engaging in any other sales-related activities
 
       At each round of conversation, you will be given the current situation:
-      Your status: your current status
       Your recent events: latest 5 events of the situation
       Your Q&A: the question and answer you have asked yourself
 
@@ -209,19 +206,23 @@ function decisionMaker(a::T; recent::Integer=5)::Dict{Symbol,Any} where {T<:agen
       Let's begin!
     """
 
+    chathistory = vectorOfDictToText(a.chathistory)
+
     # check if winename in shortmem occurred in chathistory. if not, skip decision and imediately use PRESENTBOX
     if haskey(a.memory[:shortmem], :available_wine)
       # check if wine name mentioned in timeline, only check first wine name is enough
       # because agent will recommend every wines it found each time.
       df = a.memory[:shortmem][:available_wine]
-      winename = df[1, :wine_name]
+      winenames = df[:, :wine_name]
-      if !occursin(winename, chathistory)
+      for winename in winenames
-        return Dict(:action_name=> "PRESENTBOX", 
+        if !occursin(winename, chathistory)
-                  :action_input=> """
+          return Dict(:action_name=> "PRESENTBOX", 
-                                  1) Provide detailed introductions of the wines you just found to help the user make an informed choice.
+                    :action_input=> """
-                                  2) If there are multiple wines, offer thorough comparison of each option, highlighting their differences.
+                                    1) Provide detailed introductions of the wines you just found to help the user make an informed choice.
-                                  3) Explain the potential impact each option could bring to the user.
+                                    2) If there are multiple wines, offer thorough comparison of each option, highlighting their differences.
-                                  """)
+                                    3) Explain the potential impact each option could bring to the user.
+                                    """)
+        end
       end
     end
 
@@ -233,7 +234,6 @@ function decisionMaker(a::T; recent::Integer=5)::Dict{Symbol,Any} where {T<:agen
 
       usermsg = 
       """
-      Your status: $(GeneralUtils.dict_to_string(a.memory[:state]))
       Your recent events: $timeline
       Your Q&A: $QandA)
       $errornote
@@ -812,15 +812,18 @@ function think(a::T)::NamedTuple{(:actionname, :result),Tuple{String,String}} wh
         a.memory[:state][:wine_presented_to_user] = winename
       else
         a.memory[:state][:wine_presented_to_user] *= ", $winename"
-      end
+      end 
-
-      # [WORKING] instead of present wine then delete shortmem, we can present just found wine and leave previous wine in shortmem.
-      # so agent can use wine data later
-      delete!(a.memory[:shortmem], :available_wine) 
     end
 
   elseif actionname == "CHECKINVENTORY"
-    a.memory[:shortmem][:available_wine] = rawresponse
+    if haskey(a.memory[:shortmem], :available_wine)
+      df = a.memory[:shortmem][:available_wine]
+      a.memory[:shortmem][:available_wine] = vcat(df, rawresponse)
+    elseif rawresponse !== nothing
+      a.memory[:shortmem][:available_wine] = rawresponse
+    else
+      # skip, no result
+    end
     push!(a.memory[:events], 
         eventdict(;
         event_description= "the assistant searched the database.",
@@ -1085,7 +1088,7 @@ function generatequestion(a, text2textInstructLLM::Function; recent=nothing)::St
 
     You must follow the following guidelines:
     - Your question should be specific, self-contained and not require any additional context.
-    - Once the user has chose their wine, your task almost done. Ask the user if they need any further assistance. Do not offer any additional services. If the user doesn't need any further assistance, say goodbye and invite them to come back next time.
+    - Once the user has chose their wine, ask the user if they need any further assistance. Do not offer any additional services. If the user doesn't need any further assistance, say goodbye and invite them to come back next time.
 
     You should follow the following guidelines:
     - Focus on the latest conversation

test/runtest.jl

@@ -26,7 +26,6 @@ function executeSQLVectorDB(sql)
   return result
 end
 
-
 function text2textInstructLLM(prompt::String)
   msgMeta = GeneralUtils.generate_msgMeta(
     config[:externalservice][:text2textinstruct][:mqtttopic];
@@ -55,7 +54,6 @@ function text2textInstructLLM(prompt::String)
   return response
 end
 
-
 # get text embedding from a LLM service
 function getEmbedding(text::T) where {T<:AbstractString}
   msgMeta = GeneralUtils.generate_msgMeta(
@@ -74,7 +72,7 @@ function getEmbedding(text::T) where {T<:AbstractString}
       :text => [text] # must be a vector of string
     )
   )
-  response = GeneralUtils.sendReceiveMqttMsg(outgoingMsg)
+  response = GeneralUtils.sendReceiveMqttMsg(outgoingMsg; timeout=6000)
   embedding = response[:response][:embeddings]
   return embedding
 end