feature:make everything work upto the point of fuzon entering the equation

Author: rmfranken

src/main.py/main.py

@@ -5,19 +5,22 @@
 
 apikey = os.getenv("OPEN-AI-KEY")
 
-print(apikey)
-
 from agents import Agent, ModelSettings, function_tool
 import rdflib
+
 knowledge_graph_path = os.getenv("KNOWLEDGE_GRAPH_PATH")
 
 ontologies_path = os.getenv("ONTOLOGIES_PATH")
+# SPARQLwrapper
+dataset = rdflib.Dataset()
 
+onto = dataset.graph("https://imaging-plaza.epfl.ch/ontology#")
+onto.parse(ontologies_path)
+
+data = dataset.graph("https://imaging-plaza.epfl.ch/finalGraph")
+data.parse(knowledge_graph_path)
 # Load the knowledge graph
 
-# SPARQLwrapper
-onto = rdflib.Graph()
-onto.parse(knowledge_graph_path)
 
 #Query
 query = r"""
@@ -26,23 +29,46 @@
 PREFIX schema: <http://schema.org/>
 PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>
 
-SELECT DISTINCT ?o
-
-WHERE {
-    ?s ?p ?o .
-    FILTER (!(?p IN (schema:name, schema:description, rdfs:comment, skos:definition)))
-    FILTER (!regex(STR(?o), "^[ \t]*https?://"))
-	FILTER (!regex(STR(?o), "^\\d{4}-\\d{2}-\\d{2}T00:00:00\\.000Z$"))
-    FILTER (datatype(?o) = xsd:string)
+CONSTRUCT {
+    ?s ?p ?result .
+}
+WHERE { 
+    GRAPH <https://imaging-plaza.epfl.ch/finalGraph> {
+        ?s ?p ?o .
+        FILTER (!(?p IN (schema:name, schema:description, rdfs:comment, skos:definition)))
+        FILTER (!regex(STR(?o), "^[ \t]*https?://"))
+        FILTER (!regex(STR(?o), "^\\d{4}-\\d{2}-\\d{2}T00:00:00\\.000Z$"))
+        FILTER (datatype(?o) = xsd:string)
     }
+    GRAPH <https://imaging-plaza.epfl.ch/ontology#> {
+        OPTIONAL {
+            ?s2 rdfs:label ?o. 
+        }
+        
+        # Ensure only one IRI is bound to the label, skipping rows with multiple IRIs
+        FILTER NOT EXISTS {
+            ?s3 rdfs:label ?o.
+            FILTER (?s3 != ?s2)  # Ensures ?s2 is the only IRI bound to the label
+        }
+    }
+    
+    BIND(IF(BOUND(?s2), ?s2, ?o) AS ?result) 
+}
+
 """
-results = onto.query(query)
+results = dataset.query(query)
 # Print the results
 for row in results:
-    print(row.o)
-#count the number of rows:
-print("Number of rows: ", len(results))
-# Find all objects of triples that are strings (Agent 1 using SPARQL SELECT query)
+    print(row)
+
+# Create a new graph to store the constructed triples
+constructed_graph = rdflib.Graph()
+
+# Add the results of the CONSTRUCT query to the new graph
+for triple in results.graph:
+    constructed_graph.add(triple)
+
+
 
 # Attempt to match those strings to strings in the ontology (Agent 2 - FUZON )
 #