Merge pull request #55 from ls1intum/refinements

Adjust limits and thresholds

Author: ninori9

rag/app/data/database_requests.py

@@ -6,8 +6,8 @@ class DatabaseDocument(BaseModel):
     link: Optional[str] = None
     study_programs: List[str]
     content: str
-    title: Optional[str] = None
     org_id: int
+    title: Optional[str] = None
 
 class DatabaseDocumentMetadata(BaseModel):
     link: Optional[str] = None

rag/app/managers/request_handler.py

@@ -20,10 +20,10 @@ def __init__(self, weaviate_manager: WeaviateManager, reranker: Reranker, format
         self.text_formatter = formatter
         self.response_evaluator = response_evaluator
 
-    GEN_THRESH = 0.25
-    SPEC_THRESH = 0.35
-    MAX_GENERAL = 8
-    MAX_SPECIFIC = 8
+    GEN_THRESH = 0.35
+    SPEC_THRESH = 0.4
+    MAX_GENERAL = 6
+    MAX_SPECIFIC = 6
 
     def handle_question(self, question: str, classification: str, language: str, org_id: int):
         """Handles the question by fetching relevant documents and generating an answer."""