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app/main.py

@@ -133,6 +133,10 @@ def chat(request: ChatRequest) -> ChatResponse:
         )
     except RuntimeError as exc:
         raise HTTPException(status_code=503, detail=str(exc))
+    except Exception as exc:  # noqa: BLE001 — always return JSON so the UI can show it
+        import traceback
+        traceback.print_exc()
+        raise HTTPException(status_code=502, detail=f"{type(exc).__name__}: {exc}")
 
 
 # --- Minimal web UI (served at /) ---

app/vector_store.py

@@ -75,13 +75,16 @@ def search(
             must=[qm.FieldCondition(key="document_id", match=qm.MatchAny(any=document_ids))]
         )
 
-    return client.search(
+    # query_points is the current API (works on qdrant-client >=1.10; the old
+    # .search() was removed in 1.18). Returns a QueryResponse; .points is the
+    # list of ScoredPoint (each has .payload and .score), matching prior usage.
+    return client.query_points(
         collection_name=settings.qdrant_collection,
-        query_vector=query_vector,
+        query=query_vector,
         limit=top_k,
         query_filter=query_filter,
         with_payload=True,
-    )
+    ).points
 
 
 def delete_document(document_id: str) -> None: