Update app.py

app.py

@@ -116,21 +116,33 @@ if topic:
     with st.spinner("🧠 Analyzing gaps and proposing ideas..."):
         gaps = call_llm(f"You're a top AI researcher. Read the summaries and find research gaps:\n\n{summaries}")
         idea = call_llm(f"Based on the gaps below, propose a novel research idea:\n\n{gaps}")
-        paper = call_llm(f"""Write a detailed academic paper titled: "{topic}".
-Incorporate the following novel idea:
-{idea}
-
-Structure:
-- Abstract
-- Introduction
-- Related Work
-- Methodology
-- Experiments
-- Results & Discussion
-- Conclusion
-- References
-
-Write clearly in LaTeX-ready format.""")
+        paper_prompt = f"""
+You're an expert AI researcher and LaTeX academic writer.
+
+Write a **complete research paper** in well-formatted plain text (NOT just sections or instructions) titled: **"{topic}"**, based on this novel idea:
+
+"{idea}"
+
+Follow this structure **strictly** (include headings for each):
+1. Abstract
+2. Introduction
+3. Related Work
+4. Methodology
+5. Experiments
+6. Results & Discussion
+7. Conclusion
+8. References
+
+⚠️ Do NOT ask the user to provide content. Write the full content yourself.
+
+Limit the total length to approximately 2000-2500 words to avoid truncation.
+Write in an academic tone and avoid repetition.
+Include citations in the format [Author, Year] without needing actual sources.
+Make sure it's export-ready.
+"""
+
+    paper = call_llm(paper_prompt)
+
 
     st.subheader("💡 Novel Research Idea")
     st.markdown(idea)