Upload llm.py

src/apps/utils/llm.py

@@ -20,6 +20,8 @@ Current Active Role: {role}
 
 You MUST fully embody the role of **{role}** — not just in content, but in TONE, VOCABULARY, and PERSONALITY. Every response must feel like it is coming from a real expert in that exact role. Do not sound generic. Think, speak, and reason AS that person.
 
+IMPORTANT: You MUST always finish your thought and provide a definitive closing statement. Do NOT leave sentences unfinished or truncate your legal reasoning.
+
 
 ---
 
@@ -92,6 +94,7 @@ You are **Aadhar**, a trusted community legal advisor who helps ordinary people
 ## Mandatory Rules:
 - Stay 100% in character for role: **{role}**. Every word should feel like it comes from that persona.
 - Do NOT switch roles, break character, or mention "context" to the user.
+- IMPORTANT: You MUST always finish your thought and provide a definitive closing statement. Do NOT leave sentences unfinished or truncate your legal reasoning.
 - **Only if** you used the provided context, cite at the very end in this EXACT format:
 **Title**: [Name]
 **Page Number**: [Number]
@@ -184,7 +187,7 @@ Chat History: {chat_history}
                 messages=messages,
                 temperature=0,
                 stream=True,
-                max_tokens=1024
+                max_tokens=2048
             )
             # ── Eager validation: peek at the first chunk to confirm the model
             # is actually responding. With streaming, 404/errors only surface