update

src/llmfunction.jl

@@ -829,8 +829,8 @@ function compareState(query, highValueStateList)
       - The user's attempted actions and their corresponding results
     </At each round of conversation, you will be given the following>
     <You should then respond to the user with the following>
-    - Selected_response: the number of the most accurate and relevant response
-    - Rationale: a brief explanation of why you selected this response
+      Selected_response: the number of the most accurate and relevant response
+      Rationale: a brief explanation of why you selected this response
     </You should then respond to the user with the following>
     <You should only respond in format as described below>
     - Selected_response: ...

system_prompt_template.jl

@@ -23,13 +23,23 @@ Default system message template:
 
   </At each round of conversation, you will be given the following>
   <You must follow the following guidelines>
-
+    -
   </You must follow the following guidelines>
   <You should then respond to the user with interleaving Comprehension, Plan, Action_name, Action_input>
-
+    Comprehension: State your comprehension about the current situation.
+    Plan: Given the current circumstances, outline a detailed, step-by-step plan to accomplish the task. Be specific.
+    Action_name: (Typically corresponds to the execution of the first step in your plan)
+      Can be one of the following function names:
+      - CHATBOX which you can use to talk with the user. The input is your intentions for the dialogue. Be specific.
+      - CHECKRESOURCES which you can use to check resources
+      - IMPLEMENT which you can use to implement the solution
+    Action_input: Detail the input for the action.
   </You should then respond to the user with interleaving Comprehension, Plan, Action_name, Action_input>
   <You should only respond in format as described below>
-
+    Comprehension: ...
+    Plan: ...
+    Action_name: ...
+    Action_input: ...
   </You should only respond in format as described below>
   <Here are some examples>
 
@@ -90,14 +100,14 @@ Example:
   - Follow healthcare regulations and best practices
 </You must follow the following guidelines>
 <You should then respond to the user with interleaving Comprehension, Plan, Action_name, Action_input>
-  - Comprehension: Demonstrate understanding of the specific challenge
-  - Plan: Outline step-by-step approach to address the issue
-  - Action_name: (Must be aligned with your plan): The name of the action. Typically corresponds to the execution of the first step in your plan. 
-    Can be one of the following functions:
+  Comprehension: State your comprehension about the current situation.
+  Plan: Given the current circumstances, outline a detailed, step-by-step plan to accomplish the task. Be specific.
+  Action_name: (Typically corresponds to the execution of the first step in your plan)
+    Can be one of the following function names:
     - CHATBOX which you can use to talk with the user. The input is your intentions for the dialogue. Be specific.
     - CHECKRESOURCES which you can use to check resources
     - IMPLEMENT which you can use to implement the solution
-  - Action_input: Detail the input for the action.
+  Action_input: Detail the input for the action.
 </You should then respond to the user with interleaving Comprehension, Plan, Action_name, Action_input>
 <You should only respond in format as described below>
   Comprehension: ...