diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 4dcce92..0000000
--- a/poetry.lock
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-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
-
-[[package]]
-name = "zipp"
-version = "3.15.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
-
-[extras]
-s3 = ["fs-s3fs"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = ">=3.7.1,<4"
-content-hash = "e22b290692417e4ebb6f485d7d0f9c3999efaff6ef35732ee38d48101a8c91ec"
diff --git a/tap_restaurant365/client.py b/tap_restaurant365/client.py
index 5ca9dfe..49ab7ea 100644
--- a/tap_restaurant365/client.py
+++ b/tap_restaurant365/client.py
@@ -65,6 +65,14 @@ def get_new_paginator(self) -> BaseAPIPaginator:
         return super().get_new_paginator()
     
 
+    def get_starting_time(self, context):
+        start_date = self.config.get("start_date")
+        if start_date:
+            start_date = parser.parse(self.config.get("start_date"))
+        rep_key = self.get_starting_timestamp(context)
+        return rep_key or start_date
+
+
 
 
     def get_url_params(
@@ -84,14 +92,8 @@ def get_url_params(
 
         params: dict = {}
         if self.replication_key:
-            params["$filter"] = f"{self.replication_key} ge {self.config.get('start_date')}"
-        if self.name == "journal_entries":
-            #set a date in the stream to check later to see if we need to keep calling to the stream
-            params["$filter"] += f" and type eq 'Journal Entry' and {self.replication_key} lt {(parser.parse(self.config.get('start_date')) + timedelta(days=30)).isoformat()}"
-        # if self.name == "bills":
-        #     #set a date in the stream to check later to see if we need to keep calling to the stream
-        #     self.started_on = (parser.parse(self.config.get('start_date')) + timedelta(days=30)).isoformat()
-        #     params["$filter"] += f" and type eq 'AP Invoices' and {self.replication_key} lt {self.started_on}"
+            start_date = self.get_starting_time(context).strftime('%Y-%m-%dT%H:%M:%SZ')
+            params["$filter"] = f"{self.replication_key} ge {start_date}"
 
         return params
 
diff --git a/tap_restaurant365/streams.py b/tap_restaurant365/streams.py
index 9c23dcc..dae32f0 100644
--- a/tap_restaurant365/streams.py
+++ b/tap_restaurant365/streams.py
@@ -78,8 +78,10 @@ def get_next_page_token(
     ) -> t.Optional[t.Any]:
         """Return a token for identifying next page or None if no more pages."""
         if self.paginate == True:
+            # start_date = self.config.get("start_date")
+            start_date = parser.parse(self.tap_state["bookmarks"][self.name]['starting_replication_value']) or parser.parse(self.config.get("start_date"))
             today = datetime.today()
-            previous_token = previous_token or parser.parse(self.config.get("start_date"))
+            previous_token = previous_token or start_date
             next_token = (previous_token + timedelta(days=30)).replace(tzinfo=None)
 
             if (today - next_token).days < 30:
@@ -98,7 +100,7 @@ def get_url_params(
 #x.strftime('%Y-%m-%dT%H:%M:%SZ')
 
 
-        start_date = next_page_token or parser.parse(self.config.get("start_date"))
+        start_date = next_page_token or self.get_starting_time(context)
         end_date = start_date + timedelta(days = 30)
         if self.replication_key:
             params["$filter"] = f"{self.replication_key} ge {start_date.strftime('%Y-%m-%dT%H:%M:%SZ')} and {self.replication_key} lt {end_date.strftime('%Y-%m-%dT%H:%M:%SZ')}"