feat: falcon summarization

app.py

@@ -17,8 +17,8 @@ DATA_DIR = "/data" if os.path.exists("/data") else "."
 DATASET_DIR = os.path.join(DATA_DIR, "rag_dataset")
 DATASET_PATH = os.path.join(DATASET_DIR, "dataset")
 TOKENIZER_MODEL = "google/flan-t5-small"
-# SUMMARIZATION_MODEL= "Falconsai/text_summarization"
-SUMMARIZATION_MODEL="rhaymison/t5-portuguese-small-summarization"
+SUMMARIZATION_MODEL= "Falconsai/text_summarization"
+# SUMMARIZATION_MODEL="rhaymison/t5-portuguese-small-summarization"
 
 @st.cache_resource
 def load_local_model():
@@ -220,11 +220,16 @@ Research Papers:
 
 Instructions:
 
-Start with a simple explanation – Clearly define what autism is in an easy-to-understand way, avoiding overly complex technical terms.
-Use real-life examples – Whenever possible, include practical examples to illustrate key concepts.
-Cite research in an accessible way – Instead of just referencing papers, explain their findings in a way that anyone can understand. Example: "A study from X University found that..."
-Avoid scientific jargon – If a technical term is necessary, provide a simple explanation.
-Organize the response into sections – Use lists and short paragraphs to improve readability.
+Start with a simple explanation 
+- Clearly define what autism is in an easy-to-understand way, avoiding overly complex technical terms.
+- Use real-life examples 
+- Whenever possible, include practical examples to illustrate key concepts.
+- Relates research in an accessible way 
+- Instead of just referencing papers, explain their findings in a way that anyone can understand. Example: "A study from X University found that..."
+- Avoid scientific jargon 
+- If a technical term is necessary, provide a simple explanation.
+- Organize the response into sections 
+- Use lists and short paragraphs to improve readability.
 Write your answer in a friendly and accessible tone, ensuring that anyone, regardless of their background knowledge, can understand the information provided."""
     
     try: