fix: prompt

app.py

@@ -208,20 +208,19 @@ def generate_answer(question, context, max_length=512):
     clean_question = clean_text(question)
     
     # Format the input for T5 (it expects a specific format)
-    input_text = f"""Answer the following question about autism using the provided research papers.
+    input_text = f"""Generate a comprehensive answer about autism that combines general knowledge with specific research findings.
 
 Question: {clean_question}
 
-Research Papers:
+Recent Research:
 {clean_context}
 
-Instructions: Provide a detailed answer that:
-1. Explains the main concepts clearly
-2. Uses specific evidence from the research
-3. Discusses practical implications
-4. Notes any limitations
+Instructions: Create a response that:
+1. Starts with a general explanation about the topic
+2. Then adds specific findings from the research papers to support or expand the explanation
+3. Focuses on being helpful and informative for someone wanting to understand autism
 
-Answer:"""
+Answer in Portuguese, combining general knowledge with research findings."""
     
     try:
         # T5 expects a specific format for the input
@@ -235,7 +234,7 @@ Answer:"""
             outputs = model.generate(
                 **inputs,
                 max_length=max_length,
-                min_length=100,
+                min_length=200,
                 num_beams=5,
                 length_penalty=1.5,
                 temperature=0.7,
@@ -252,37 +251,26 @@ Answer:"""
         
         # If response is too short or empty, provide a general overview
         if len(response.strip()) < 100:
-            return f"""Here's what we know about autism in relation to your question:
+            return """### CONHECIMENTO GERAL ###
+O Transtorno do Espectro do Autismo (TEA) é uma condição do neurodesenvolvimento que afeta a forma como uma pessoa percebe e interage com o mundo. O TEA engloba diferentes condições anteriormente separadas, incluindo:
+- Autismo Infantil Precoce
+- Autismo de Kanner
+- Autismo de Alto Funcionamento
+- Síndrome de Asperger
+- Transtorno Global do Desenvolvimento sem outra especificação
 
-1. General Understanding:
-- Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition
-- It affects how a person perceives, communicates, and interacts with the world
-- Each individual with autism has unique strengths and challenges
-- Early identification and support are crucial
+Características principais:
+1. Comunicação e interação social
+2. Padrões repetitivos de comportamento
+3. Interesses específicos e intensos
+4. Sensibilidade sensorial
 
-2. Key Characteristics:
-- Social communication and interaction patterns
-- Repetitive behaviors and specific interests
-- Sensory sensitivities
-- Variable cognitive and language abilities
-
-3. Important Considerations:
-- Autism is a spectrum, meaning it affects each person differently
-- Support needs vary from person to person
-- Many individuals with autism have unique talents and abilities
-- Research continues to improve our understanding
-
-4. Current Research Areas:
-- Brain development and neurology
-- Genetic and environmental factors
-- Early intervention methods
-- Support strategies and therapies
-
-For more specific information, try asking about:
-- Specific autism characteristics
-- Diagnostic processes
-- Treatment approaches
-- Latest research findings"""
+### PESQUISAS RECENTES ###
+As pesquisas atuais não forneceram informações específicas sobre este aspecto do autismo. Para obter informações baseadas em pesquisas recentes, tente fazer uma pergunta mais específica sobre:
+- Causas genéticas e ambientais
+- Métodos de intervenção precoce
+- Tratamentos e terapias
+- Desenvolvimento neurológico"""
         
         # Format the response for better readability
         formatted_response = response.replace(". ", ".\n").replace("• ", "\n• ")