push

app.py

@@ -21,7 +21,7 @@ def extract_text_summary_and_guidance_from_pdf(pdf_file):
         text += document.page_content
     
     # Initialize the OpenAI model with the API key from environment variables
-    llm = ChatOpenAI(model_name="gpt-3.5-turbo", temperature=0)
+    llm = ChatOpenAI(model_name="gpt-4-turbo", temperature=0)
     
     # Load the summarization chain
     summarize_chain = load_summarize_chain(llm)
@@ -46,6 +46,7 @@ def extract_text_summary_and_guidance_from_pdf(pdf_file):
     Present the extracted information in bullet points.
     If possible, emphasize on forward-looking/expected financial metrics first, then forward-looking/expected business tailwind/headwinds. 
     If possible, incorporate specific numbers along with each guidance point. 
+    Ensure every statement must be about expectation of future, or forward-looking statement. 
 
     Output Format:
     Provide the extracted key guidance in bullet points.