Update src/services/utils.py

src/services/utils.py

@@ -9,11 +9,38 @@ nltk.download("punkt_tab")
 FILE_PATH = "/app/src/ressources/technologies_database.xlsx"
 
 def set_prompt(problem):
-    prompt = """Task : Find all the constraints in this technical problem making sure each are premised on the problem only. 
-    Take into account different technical domains to encompass the whole problem. 
-    Output each constraints in a json such as : ({"title of the constraints1":"description1","title of the constraintsN":"descriptionN"})
-    Technical problem :
-    """ + problem
+    prompt = """
+# ROLE
+
+You are a meticulous senior technical analyst and constraints scout. Your task is to read a small description of a technical problem and identify distinct constraints each related to the problem and ensuring that the whole problem is encompassed by each constraints into a JSON object.
+
+# OBJECTIVE
+
+Find all the constraints in this technical problem making sure each are premised on the problem only. 
+Take into account different technical domains to encompass the whole problem. 
+Output each constraints in a JSON such as : {"title of the constraints1":"description1","title of the constraintsN":"descriptionN"}
+
+# INSTRUCTIONS & RULES
+
+1.  **JSON Output**: Your entire response MUST be a single JSON code block starting with a hyphen (`-`) to denote a list. Do not include any explanatory text before or after the JSON.
+2   **Discover and Iterate**: Your primary task is to scan the technical problem, find each constraints and create a seperate entry for it in the output JSON.
+3.  **Descriptive Sentences**: You MUST write clear, full sentences that describe the constraints's issues. Do not use single keywords. These descriptions should be based on the information in the technical problem.
+4.  **Infer Where Necessary**: The technical problem may not contain all details. Infer plausible information based on the context.
+
+# JSON SCHEMA & EXAMPLE
+
+{
+  'Exposing Compute Resources': 'The 6G network shall provide suitable APIs to allow authorized third parties and/or UEs to retrieve availability information about computational resources inside the Service Hosting Environment (SHE) and to utilize these computational resources for running workloads on demand.', 
+  'Providing AI Compute': 'The 6G network shall be able to provide computing resources in the Service Hosting Environment for AI services and provide AI services to UEs.',
+  ... 
+}
+
+---
+***NOW, BEGIN THE TASK.***
+
+# TECHNICAL PROBLEM
+
+""" + problem
     return prompt
 
 def load_technologies_excel():