fix: empty or contains only empty strings. (#2347)

### What problem does this PR solve?
the setting was kept empty for Empty_response. In expectation, this case
should get a response from the LLM if can't find the references from the
knowledgebase.

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)




Co-authored-by: Theta Wang (ncu) <[email protected]>

agent/component/retrieval.py

@@ -76,7 +76,8 @@ class Retrieval(ComponentBase, ABC):
 
         if not kbinfos["chunks"]:
             df = Retrieval.be_output("")
-            df["empty_response"] = self._param.empty_response
+            if self._param.empty_response and self._param.empty_response.strip():
+                df["empty_response"] = self._param.empty_response
             return df
 
         df = pd.DataFrame(kbinfos["chunks"])