Update app.py

app.py

@@ -34,7 +34,7 @@ def load_embeddings():
 def load_llm(model_name):
     """Load and cache the language model."""
     try:
-        pipe = pipeline("text2text-generation", model=model_name, max_length=512)
+        pipe = pipeline("text2text-generation", model=model_name, max_length=1024)
         return HuggingFacePipeline(pipeline=pipe)
     except Exception as e:
         logger.error(f"Failed to load LLM: {e}")
@@ -77,29 +77,36 @@ def summarize_report(documents: List[Document], llm) -> str:
         Your summary should follow this structure:
         Summary:
         💰 [TOPIC] Overview for [FOCUS_REGION]:
+       
         🔴 [FOCUS_REGION]'s Position in Global [TOPIC]:
         📍 Total investment/funding: [amount]
         📍 Breakdown of funding sources (e.g., government, private sector)
         📍 [FOCUS_REGION]'s ranking in global investment
         📍 Key statistics and figures
+        
         🔴 Financial Impact and Projections:
         📍 Expected ROI or economic benefits
         📍 Financial milestones or targets
         📍 Impact on relevant areas
+        
         🔴 Global Comparison:
         📍 [List of relevant countries/regions with their financial figures]
         📍 Comparative analysis of [FOCUS_REGION] vs other major players
+        
         🔴 Budget Analysis:
         📍 Major budget items
         📍 Key budget allocations
         📍 Year-over-year budget changes
         📍 Comparison to industry benchmarks
+        
         🔴 Funding Strategies:
         📍 Key funding mechanisms (e.g., grants, loans, public-private partnerships)
         📍 Innovative financing approaches
+        
         🔴 Progress and Significance:
         📍 Key achievements or milestones
         📍 [1-2 concluding points about [FOCUS_REGION]'s role or significance in [TOPIC]]
+        
         Please ensure the summary is concise, informative, and easy to read at a glance. Use precise figures where available and highlight any significant financial trends or insights. The summary should provide a comprehensive overview of both the financial aspects and the broader context of [TOPIC] in [FOCUS_REGION].
         """