update

src/interface.jl

@@ -220,7 +220,7 @@ function decisionMaker(a::T)::Dict{Symbol, Any} where {T<:agent}
     Context: ...
     Your earlier conversation with the user: ...
 
-    You should follow the following DO guidelines:
+    You must follow the following DO guidelines:
     - If the user interrupts, prioritize the user then get back to the guidelines.
     - Get to know how much the user willing to spend
     - Get to know type of wine the user is looking for e.g. red, white, sparkling, rose, dessert, fortified

src/llmfunction.jl

@@ -366,6 +366,10 @@ function winestock(a::T1, input::T2
   )::Union{Tuple{String, Number, Number, Bool}, Tuple{String, Nothing, Number, Bool}} where {T1<:agent, T2<:AbstractString}
 
   wineattributes = extractWineAttributes(a, input)
+
+  # replace because SQLLLM didn't know what food_paired means
+  result = replace(wineattributes, "food_pairing" => "food_to_be_paired_with_wine")
+
   result = SQLLLM.query(Dict(:text=> wineattributes), a.executeSQL, a.text2textInstructLLM)
   return result
 end
@@ -439,7 +443,7 @@ function extractWineAttributes(a::T1, input::T2
   - wine_type: Can be one of: red, white, sparkling, rose, dessert or fortified
   - price: ...
   - occasion: ...
-  - food_paired: food that will be served with wine
+  - food_pairing: food that will be served with wine
   - country: wine's country of origin
   - grape_variety: ...
   - tasting_notes: wine's flavors
@@ -453,7 +457,7 @@ function extractWineAttributes(a::T1, input::T2
   wine_type: ...
   price: ...
   occasion: ...
-  food_paired: ...
+  food_pairing: ...
   country: ...
   grape_variety: ...
   tasting_notes: ...
@@ -492,7 +496,7 @@ function extractWineAttributes(a::T1, input::T2
     <|start_header_id|>assistant<|end_header_id|>
     """
 
-  attributes = ["repeat", "wine_type", "price", "occasion", "food_paired", "country", "grape_variety", "sweetness", "acidity", "tannin", "intensity"]
+  attributes = ["repeat", "wine_type", "price", "occasion", "food_pairing", "country", "grape_variety", "sweetness", "acidity", "tannin", "intensity"]
 
   for attempt in 1:5
     try
@@ -522,9 +526,6 @@ function extractWineAttributes(a::T1, input::T2
 
       result = result[1:end-2]  # remove the ending ", "
 
-      # replace because SQLLLM didn't know what food_paired means
-      result = replace(result, "food_paired" => "food_to_be_paired_with_wine")
-
       return result
     catch e
       io = IOBuffer()