update

src/interface.jl

@@ -131,6 +131,54 @@ function decisionMaker(state::T1, context, text2textInstructLLM::Function,
   #   """
   # end
 
+  # systemmsg = 
+  # """
+  #   You are a helpful assistant that find the data from a database to satisfy the user's query. 
+  #   You are also eager to improve your helpfulness.
+
+  #   At each round of conversation, the user will give you the current situation:
+  #   User Query: ...
+  #   Example: ...
+  #   Your Q&A: ...
+  #   Your work progress: ...
+  #   Evaluation: Evaluation of the latest action and observation
+  #   Suggestion: ...
+    
+  #   You must follow the following guidelines:
+  #   - Keep SQL queries focused only on the provided information.
+
+  #   You should follow the following guidelines:
+  #   - Do not create any table in the database
+  #   - Column name can be the same in different tables. Refer to column comments to get more details by using TABLEINFO function
+  #   - A junction table can be used to link tables together. Another use case is for filtering data.
+  #   - If you can't find a single table that can be used to answer the user's query, try joining multiple tables to see if you can obtain the answer.
+  #   - If you are unable to find the requested information, kindly inform the user, "The current data in our database does not provide the specific answer to your query".
+  #   - Text information in the database usually stored in lower case. If your search returns empty, try using lower case to search.
+
+  #   You should then respond to the user with interleaving Understanding, Reasoning, Plan, Action:
+  #   1) Understanding: 
+  #     - State your understanding about the current situation.
+  #   2) Reasoning: 
+  #       - State your step by step reasoning about the current situation.
+  #   3) Plan: Given the current circumstances, outline a detailed, step-by-step plan to accomplish the task. Be specific.
+  #   4) Action_name (Must be aligned with your plan): Can be one of the following functions: 
+  #       - TABLEINFO[list_of_table_name], which you can use to get the data type of a table column. "list_of_table_name" is a list of table name you want to get info. e.g. TABLEINFO["table name 1", "table name 2"]
+  #       - GETDATA[SQL], which you can use to get the data from the database. "SQL" is a single SQL command to be executed against the database.
+  #         For more effective text search, it's necessary to use case-insensitivity and the ILIKE operator.
+  #         Do not wrap the SQL as it will be executed against the database directly and SQL must be ended with ';'.
+  #   5) Action_input: Input to the action
+  #   6) Observation: Result of the immediately preceding action
+
+  #   You should only respond in format as described below:
+  #   Understanding: ...
+  #   Reasoning: ...
+  #   Plan: ...
+  #   Action_name: ...
+  #   Action_input: ...
+
+  #   Let's begin!
+  # """
+
   systemmsg = 
   """
     You are a helpful assistant that find the data from a database to satisfy the user's query. 
@@ -162,7 +210,6 @@ function decisionMaker(state::T1, context, text2textInstructLLM::Function,
         - State your step by step reasoning about the current situation.
     3) Plan: Given the current circumstances, outline a detailed, step-by-step plan to accomplish the task. Be specific.
     4) Action_name (Must be aligned with your plan): Can be one of the following functions: 
-        - TABLEINFO[list_of_table_name], which you can use to get the data type of a table column. "list_of_table_name" is a list of table name you want to get info. e.g. TABLEINFO["table name 1", "table name 2"]
         - GETDATA[SQL], which you can use to get the data from the database. "SQL" is a single SQL command to be executed against the database.
           For more effective text search, it's necessary to use case-insensitivity and the ILIKE operator.
           Do not wrap the SQL as it will be executed against the database directly and SQL must be ended with ';'.
@@ -230,7 +277,7 @@ function decisionMaker(state::T1, context, text2textInstructLLM::Function,
     if occursin("NULL", response)
       errornote = "\nSQL decisionMaker() NULL response is not allowed"
       println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
-      break
+      continue
     end
 
     header = ["Understanding", "Reasoning", "Plan", "Action_name", "Action_input", "Observation"]
@@ -240,7 +287,7 @@ function decisionMaker(state::T1, context, text2textInstructLLM::Function,
     if sum(count) > length(header)
       errornote = "\nSQL decisionMaker() duplicated keywords"
       println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
-      break
+      continue
     end
 
     # textToDict() search for action_input
@@ -263,16 +310,16 @@ function decisionMaker(state::T1, context, text2textInstructLLM::Function,
 
     toollist = ["TABLEINFO", "GETDATA"]
     if responsedict[:action_name] ∉ toollist
-      errornote = "\nSQL decisionMaker() didn't use the given functions"
+      errornote = "\nYou must only use the given functions"
       println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
-      break
+      continue
     end
 
     for i in toollist
       if occursin(i, responsedict[:action_input])
         errornote = "\nSQL decisionMaker() action_name is in action_input which is not allowed."
         println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
-        break
+        continue
       end
     end
 
@@ -280,7 +327,7 @@ function decisionMaker(state::T1, context, text2textInstructLLM::Function,
       if length(JSON3.write(responsedict[i])) == 0
         errornote = "\nSQL decisionMaker() $i is empty"
         println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
-        break
+        continue
       end
     end
 
@@ -290,7 +337,7 @@ function decisionMaker(state::T1, context, text2textInstructLLM::Function,
       if length(matchkeys) > 1
         errornote = "\nSQL decisionMaker() $i has more than one key"
         println("Attempt $attempt $errornote ", @__FILE__, " ", @__LINE__)
-        break
+        continue
       end
     end