fix 1

components/LLMs/Classifier.py

@@ -50,8 +50,8 @@ SYSTEM_PROMPT = (
     "- greeting: greetings like hi/hello/hey.\n"
     "- help: asks how to use the bot, commands, or capabilities.\n"
     "- small_talk: casual chat or jokes, not seeking info.\n"
-    "- chat_question: general info or Q&A unrelated to getting today's digest.\n"
-    "- general_research: detailed research-style queries requesting deep dives, multiple sources, or broader analysis.\n"
+    "- chat_question: short questions that can be answered from today’s digest or recent context already shared.\n"
+    "- general_research: broader research or open-web questions (e.g., people/events not in the digest) that may need external sources.\n"
     "- unsubscribe: stop/opt-out messages.\n"
     "- other: anything that doesn't fit.\n\n"
     "Rules:\n"
@@ -98,6 +98,13 @@ class ZeroShotClassifier:
             elif re.fullmatch(r"(hi|hello|hey)[!.]?", norm):
                 label = "greeting"
 
+        # Heuristic: person/event questions likely need research
+        if label in ("other", "chat_question"):
+            if re.search(r"\b(what|who|why|how|where)\b", norm) and not any(
+                kw in norm for kw in ["headline", "digest", "today", "news"]
+            ):
+                label = "general_research"
+
         result = {"label": label, "confidence": confidence, "reason": reason, "raw": raw}
         return label, result