fix: prompt

app.py

@@ -82,13 +82,13 @@ class ResearchFetcher:
             summary_lower = result.summary.lower()
             
             if any(term in title_lower or term in summary_lower 
-                  for term in ['autism', 'asd']):
+                for term in ['autism', 'asd', 'autism spectrum disorder']):
                 papers.append(Paper(
                     title=result.title,
                     abstract=result.summary,
                     url=result.pdf_url,
                     published=result.published.strftime("%Y-%m-%d"),
-                    relevance_score=1.0 if 'autism' in title_lower else 0.5
+                    relevance_score=1.0 if 'autism' in title_lower else 0.8
                 ))
         
         return papers
@@ -121,7 +121,7 @@ class ResearchFetcher:
                 return []
             
             # Fetch details in parallel
-            with ThreadPoolExecutor(max_workers=3) as executor:
+            with ThreadPoolExecutor(max_workers=2) as executor:
                 paper_futures = [
                     executor.submit(self._fetch_paper_details, base_url, id_elem.text)
                     for id_elem in id_list
@@ -209,21 +209,20 @@ class ModelHandler:
         
         try:
             # FLAN-T5 responds better to direct instruction prompts
-            input_text = f"""Answer the following question about autism using the provided research context.
-
-Research Context:
-{context}
+            input_text = f"""You are an expert in autism research. Provide a clear, structured, and evidence-based explanation of autism using the provided research context.
 
-Question: {question}
+                Research Context:
+                {context}
 
-Instructions:
-- Be specific and evidence-based
-- Use clear, accessible language
-- Focus on practical implications
-- Cite research when relevant
-- Be respectful of neurodiversity
+                Instructions:
+                1. Start with a concise definition of autism.
+                2. Explain the key characteristics and symptoms.
+                3. Discuss potential causes and contributing factors (e.g., genetic, environmental).
+                4. Mention current research findings and treatments.
+                5. Use clear, accessible language.
+                6. Cite specific studies or papers when relevant.
 
-Answer:"""
+                Answer:"""
             
             inputs = self.tokenizer(
                 input_text,