diff --git a/data_scraper/core/scraper.py b/data_scraper/core/scraper.py
index 2cde2ed..0807aaa 100644
--- a/data_scraper/core/scraper.py
+++ b/data_scraper/core/scraper.py
@@ -107,6 +107,12 @@ def store_records(self, records: list, recreate: bool = True) -> None:
             raise IOError
 
         for record in tqdm(records, desc="Processing embeddings"):
+            if record['url']:
+                record_id = str(uuid.uuid5(uuid.NAMESPACE_URL, record["url"]))
+            else:
+                LOG.error("Missing required URL field")
+                continue
+
             chunks: list[str] = self.get_chunks(record)
 
             embeddings: list[list[float]] = []
@@ -121,7 +127,7 @@ def store_records(self, records: list, recreate: bool = True) -> None:
 
             self.record_postprocessing(record)
             point = self.db_manager.build_record(
-                record_id=str(uuid.uuid4()),
+                record_id=record_id,
                 payload=dict(record),
                 vector=embeddings,
             )
diff --git a/data_scraper/main.py b/data_scraper/main.py
index 37962f5..8bfcfc3 100644
--- a/data_scraper/main.py
+++ b/data_scraper/main.py
@@ -46,7 +46,7 @@ def jira_scraper():
                             "Date must follow ISO format 'YYYY-MM-DD'"
                         )
     )
-    parser.add_argument("--recreate_collection", type=bool, default=False,
+    parser.add_argument("--recreate_collection", action='store_true', default=False,
                         help="Recreate database collection from scratch.")
     args = parser.parse_args()
 
@@ -95,7 +95,7 @@ def osp_doc_scraper():
     parser.add_argument("--db_collection_name", type=str,
                         default=constants.OSP_DOCS_COLLECTION_NAME)
     parser.add_argument("--osp_version", type=str, default="18.0")
-    parser.add_argument("--recreate_collection", type=bool, default=True,
+    parser.add_argument("--recreate_collection", action='store_true', default=False,
                         help="Recreate database collection from scratch.")
     parser.add_argument(
         "--rhoso_docs_path", type=str, default="",
@@ -154,7 +154,7 @@ def errata_scraper() -> None:
                             "Date must follow ISO format 'YYYY-MM-DD'"
                         )
     )
-    parser.add_argument("--recreate_collection", type=bool, default=True,
+    parser.add_argument("--recreate_collection", action='store_true', default=False,
                         help="Recreate database collection from scratch.")
     args = parser.parse_args()
 
@@ -275,7 +275,7 @@ def solutions_scraper() -> None:
                         default=constants.SOLUTIONS_COLLECTION_NAME)
     parser.add_argument("--product_name", type=str,
                         default=constants.SOLUTIONS_PRODUCT_NAME)
-    parser.add_argument("--recreate_collection", type=bool, default=True,
+    parser.add_argument("--recreate_collection", action='store_true', default=False,
                         help="Recreate database collection from scratch.")
     args = parser.parse_args()