update

src/interface.jl

@@ -236,9 +236,10 @@ function decisionMaker(a::T)::Dict{Symbol, Any} where {T<:agent}
     - thought: 
         1) State your reasoning about the current situation.
     - plan: Based on the current situation, state a complete plan to complete the task. Be specific.
-    - action (Must be aligned with your plan): Can be one of the following functions:
+    - action_name (Must be aligned with your plan): Can be one of the following functions:
         1) CHATBOX[text], which you can use to talk with the user. "text" is in verbal English. 
         2) WINESTOCK[query], which you can use to find info about wine in your inventory. "query" is a search term in verbal English. The best query must includes "budget", "type of wine", "characteristics of wine" and "food pairing".
+    - action_input: input to the action
     - observation: result of the action.
 
     You should only respond in format as described below:

src/llmfunction.jl

@@ -439,7 +439,7 @@ function extractWineAttributes(a::T1, input::T2
   - wine_type: Can be one of: red, white, sparkling, rose, dessert or fortified
   - price: ...
   - occasion: ...
-  - food_pairing: food that will be served with wine
+  - food_paired: food that will be served with wine
   - country: wine's country of origin
   - grape_variety: ...
   - tasting_notes: wine's flavors
@@ -453,7 +453,7 @@ function extractWineAttributes(a::T1, input::T2
   wine_type: ...
   price: ...
   occasion: ...
-  food_pairing: ...
+  food_paired: ...
   country: ...
   grape_variety: ...
   tasting_notes: ...
@@ -492,7 +492,7 @@ function extractWineAttributes(a::T1, input::T2
     <|start_header_id|>assistant<|end_header_id|>
     """
 
-  attributes = ["repeat", "wine_type", "price", "occasion", "food_pairing", "country", "grape_variety", "sweetness", "acidity", "tannin", "intensity"]
+  attributes = ["repeat", "wine_type", "price", "occasion", "food_paired", "country", "grape_variety", "sweetness", "acidity", "tannin", "intensity"]
 
   for attempt in 1:5
     try
@@ -522,6 +522,9 @@ 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()