diff --git a/docs/tutorial/Usage-NG.ipynb b/docs/tutorial/Usage-NG.ipynb
index a0479c6..c3a4eac 100644
--- a/docs/tutorial/Usage-NG.ipynb
+++ b/docs/tutorial/Usage-NG.ipynb
@@ -23,7 +23,7 @@
     "misp_url = 'http://127.0.0.1:8080'\n",
     "# Can be found in the MISP web interface under \n",
     "# http://+MISP_URL+/users/view/me -> Authkey\n",
-    "misp_key = 'LBelWqKY9SQyG0huZzAMqiEBl6FODxpgRRXMsZFu'\n",
+    "misp_key = 'aJAmQQoBhVL5jqUDSucIkPrEYIbFyW0wwQnxyBfc'\n",
     "# Should PyMISP verify the MISP certificate\n",
     "misp_verifycert = False"
    ]
@@ -87,10 +87,11 @@
    },
    "outputs": [],
    "source": [
-    "response = misp.search(publish_timestamp='2h')\n",
+    "response = misp.search(publish_timestamp='2d')\n",
     "\n",
+    "print (response)\n",
     "events = []\n",
-    "for event in response['response']:\n",
+    "for event in response:\n",
     "    me = MISPEvent()\n",
     "    me.load(event)\n",
     "    events.append(me)\n",
@@ -133,7 +134,7 @@
     "response = misp.search(timestamp=ts-36000)\n",
     "\n",
     "events = []\n",
-    "for event in response['response']:\n",
+    "for event in response:\n",
     "    me = MISPEvent()\n",
     "    me.load(event)\n",
     "    events.append(me)\n",
@@ -179,10 +180,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "response = misp.search(controller='attributes', publish_timestamp='1h')\n",
+    "response = misp.search(controller='attributes', publish_timestamp='1d')\n",
     "\n",
     "attributes = []\n",
-    "for attribute in response['response']['Attribute']:\n",
+    "for attribute in response['Attribute']:\n",
     "    ma = MISPAttribute()\n",
     "    ma.from_dict(**attribute)\n",
     "    attributes.append(ma)\n",
@@ -197,10 +198,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "response = misp.search(controller='attributes', publish_timestamp=['2h', '1h'])\n",
+    "response = misp.search(controller='attributes', publish_timestamp=['2d', '1h'])\n",
     "\n",
     "attributes = []\n",
-    "for attribute in response['response']['Attribute']:\n",
+    "for attribute in response['Attribute']:\n",
     "    ma = MISPAttribute()\n",
     "    ma.from_dict(**attribute)\n",
     "    attributes.append(ma)\n",
@@ -229,7 +230,7 @@
     "response = misp.search(controller='attributes', timestamp=ts - 36000)\n",
     "\n",
     "attributes = []\n",
-    "for attribute in response['response']['Attribute']:\n",
+    "for attribute in response['Attribute']:\n",
     "    ma = MISPAttribute()\n",
     "    ma.from_dict(**attribute)\n",
     "    attributes.append(ma)\n",
@@ -256,7 +257,7 @@
     "response = misp.search_index(eventinfo='Cobalt Strike')\n",
     "\n",
     "events = []\n",
-    "for event in response['response']:\n",
+    "for event in response:\n",
     "    me = MISPEvent()\n",
     "    me.from_dict(**event)\n",
     "    events.append(me)\n",
@@ -280,10 +281,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "response = misp.search_index(tag='malware_classification:malware-category=\"Ransomware\"')\n",
+    "response = misp.search_index(tags='malware_classification:malware-category=\"Ransomware\"')\n",
     "\n",
     "events = []\n",
-    "for event in response['response']:\n",
+    "for event in response:\n",
     "    me = MISPEvent()\n",
     "    me.from_dict(**event)\n",
     "    events.append(me)\n",
@@ -303,7 +304,7 @@
     "response = misp.search_index(timestamp='1h')\n",
     "\n",
     "events = []\n",
-    "for event in response['response']:\n",
+    "for event in response:\n",
     "    me = MISPEvent()\n",
     "    me.from_dict(**event)\n",
     "    events.append(me)\n",
@@ -328,8 +329,9 @@
    "outputs": [],
    "source": [
     "event = MISPEvent()\n",
-    "event.load(misp.get(events[0].id))\n",
-    "print(event.to_json())"
+    "#event.load(misp.get(events[0].id))\n",
+    "print (misp.get(events[0].id))\n",
+    "#print(event.to_json())"
    ]
   },
   {
@@ -345,7 +347,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "complex_query = misp.build_complex_query(or_parameters=['59.157.4.2', 'hotfixmsupload.com'])\n",
+    "complex_query = misp.build_complex_query(or_parameters=['59.157.4.2', 'hotfixmsupload.com', '8.8.8.8'])\n",
     "events = misp.search(value=complex_query, pythonify=True)\n",
     "\n",
     "for e in events:\n",
@@ -365,7 +367,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "misp.sighting(value=e.attributes[3].value)"
+    "misp.sighting(value=e.attributes[1].value)"
    ]
   },
   {
@@ -374,7 +376,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "misp.sighting_list(e.attributes[3].id)"
+    "misp.sighting_list(e.attributes[1].id)"
    ]
   },
   {