update

src/llmfunction.jl

@@ -399,7 +399,7 @@ function extractWineAttributes_1(a::T1, input::T2
 
       result = ""
       for (k, v) in responsedict
-        if !occursin("NA", v)
+        if !occursin("NA", v) && v != ""
           result *= "$k: $v, "
         end
       end
@@ -423,7 +423,10 @@ function extractWineAttributes_1(a::T1, input::T2
   error("wineattributes_wordToNumber() failed to get a response")
 end
 
-
+"""
+# TODO
+ - [PENDING] "French dry white wines with medium bod" the LLM does not recognize sweetness. use LLM self questioning to solve.
+"""
 function extractWineAttributes_2(a::T1, input::T2
   )::String where {T1<:agent, T2<:AbstractString}
 
@@ -475,10 +478,14 @@ function extractWineAttributes_2(a::T1, input::T2
 
   You should then respond to the user with the following points:
   - repeat: repeat the user query exactly
-  - sweetness: S where S are integers represent the range of sweetness levels e.g. 1-2
-  - acidity: D where D are integers represent the range of acidity level e.g. 3-4
-  - tannin: T where T are integers represent the range of tannin level e.g. 4-5
-  - intensity: I where I are integers represent the range of intensity level e.g. 3-4
+  - sweetness: S where S are integers represent the range of sweetness levels
+      Example: 1-2
+  - acidity: D where D are integers represent the range of acidity level
+      Example: 3-5
+  - tannin: T where T are integers represent the range of tannin level
+      Example: 1-3
+  - intensity: I where I are integers represent the range of intensity level
+      Example: 2-4
 
   You should only respond in the form as described below:
   repeat: ...
@@ -529,6 +536,15 @@ function extractWineAttributes_2(a::T1, input::T2
         end
       end
 
+      # some time LLM says NA-2. Need to convert NA to 1
+      for (k, v) in responsedict
+        if occursin("NA", v) && occursin("-", v)
+          new_v = replace(v, "NA"=>"1")
+          responsedict[k] = new_v
+        end
+      end
+
+
       result = ""
       for (k, v) in responsedict
         if !occursin("NA", v)