Update app.py

app.py

@@ -117,8 +117,9 @@ def qa_themes(query,):
     2. Theme Description - An expanded elaboration that explores the theme in detail based on the arguments and points provided in the article.
 
     3. Quotes related to theme - Locate and provide at least one compelling quote from the article that directly supports or showcases the theme you have identified. This quote should serve as a specific evidence or example from the article text that corresponds directly to the developed theme.
+    
 
-    Keep your answer direct and don't include your thoughts."""
+    Keep your answer direct and don't include your thoughts. Make sure that the quote used should have a reference [1] related to the article."""
 
 
     prompt = PromptTemplate(
@@ -130,7 +131,7 @@ def qa_themes(query,):
             Articles:
             {articles}
 
-            The extracted themes should be written in structured manner, ensuring clarity and meaningful correlation between the themes and the articles. Make sure your analysis is rooted in the arguments given in the article. Avoid including personal opinions or making generalizations that are not explicitly supported by the articles.
+            The extracted themes should be written in structured manner, ensuring clarity and meaningful correlation between the themes and the articles. Don't forget to mention the reference in the quote. Avoid including personal opinions or making generalizations that are not explicitly supported by the articles.
             Keep your answer direct and don't include your thoughts.
             """,
         )
@@ -192,7 +193,7 @@ def qa_retrieve(query,):
 
               Follow the example structure, references are not provided but are found in the answer:
               User: What are the secondary effects of covid?
-              Cynthesis: \nSecondary effects of COVID-19, often referred to as \"Long COVID\", are a significant concern. These effects are not limited to the acute phase of the disease but persist well past the first month, affecting various organ systems and leading to adverse outcomes such as all-cause death and hospitalization [1]. \n\nOne of the most alarming secondary effects is the increased risk of cardiovascular diseases. Studies have shown a 1.6-fold increased risk of stroke and a 2-fold higher risk of acute coronary disease in individuals who had COVID-19 [2]. These risks were observed even in younger populations, with a mean age of 44, and were prevalent after 30 days post-infection [2]. \n\nAnother study found that the adverse outcomes of COVID-19 could persist up to the 2-year mark, with the toll of adverse sequelae being worst during the first year [3]. The study also highlighted that individuals with severe COVID-19, who were hospitalized, were more likely to be afflicted with protracted symptoms and new medical diagnoses [3]. \n\nHowever, it's important to note that the risks associated with Long COVID might be most significant in the first few weeks post-infection and fade away as time goes on [4]. For instance, the chance of developing pulmonary embolism was found to be 32 times higher in the first month after testing positive for COVID-19 [4]. \n\nMoreover, the number of excess deaths in the U.S., which would indicate fatal consequences of mild infections at a delay of months or years, dropped to zero in April, about two months after the end of the winter surge, and have stayed relatively low ever since [4]. This suggests that a second wave of deaths—a long-COVID wave—never seems to break [4]. \n\nIn conclusion, while the secondary effects of COVID-19 are significant and can persist for a long time, the most severe risks seem to occur in the first few weeks post-infection and then gradually decrease. However, the full extent of the long-term effects of COVID-19 is still unknown, and further research is needed to fully understand the ways and extent COVID-19 has affected us.",
+              Cynthesis: \nSecondary effects of COVID-19, often referred to as \"Long COVID\", are a significant concern. These effects are not limited to the acute phase of the disease but persist well past the first month, affecting various organ systems and leading to adverse outcomes such as all-cause death and hospitalization [1]. \n\nOne of the most alarming secondary effects is the increased risk of cardiovascular diseases. Studies have shown a 1.6-fold increased risk of stroke and a 2-fold higher risk of acute coronary disease in individuals who had COVID-19 [2][3][8]. These risks were observed even in younger populations, with a mean age of 44, and were prevalent after 30 days post-infection [2][3]. \n\nAnother study found that the adverse outcomes of COVID-19 could persist up to the 2-year mark, with the toll of adverse sequelae being worst during the first year [3]. The study also highlighted that individuals with severe COVID-19, who were hospitalized, were more likely to be afflicted with protracted symptoms and new medical diagnoses [3]. \n\nHowever, it's important to note that the risks associated with Long COVID might be most significant in the first few weeks post-infection and fade away as time goes on [4][9]. For instance, the chance of developing pulmonary embolism was found to be 32 times higher in the first month after testing positive for COVID-19 [4]. \n\nMoreover, the number of excess deaths in the U.S., which would indicate fatal consequences of mild infections at a delay of months or years, dropped to zero in April, about two months after the end of the winter surge, and have stayed relatively low ever since [4]. This suggests that a second wave of deaths—a long-COVID wave—never seems to break [4]. \n\nIn conclusion, while the secondary effects of COVID-19 are significant and can persist for a long time, the most severe risks seem to occur in the first few weeks post-infection and then gradually decrease. However, the full extent of the long-term effects of COVID-19 is still unknown, and further research is needed to fully understand the ways and extent COVID-19 has affected us.",
 
             query: {query}