new code

src/pdfchatbot.py

@@ -138,7 +138,7 @@ class PDFChatBot:
         )
 
     def get_organic_context(self, query):
-        documents = self.vectordb.similarity_search_with_relevance_scores(query, k=self.k)
+        documents = self.vectordb.similarity_search_with_relevance_scores(query, k=3)
         context = self.format_seperator.join([doc.page_content for doc, score in documents])
         self.current_context = context
         print(self.current_context)