diff --git a/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/02_evidence_knowledge_dot_generator.ipynb b/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/02_evidence_knowledge_dot_generator.ipynb
index 855f69a..386948d 100644
--- a/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/02_evidence_knowledge_dot_generator.ipynb
+++ b/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/02_evidence_knowledge_dot_generator.ipynb
@@ -33,9 +33,9 @@
    "source": [
     "# uncomment the commands to download libraries and files\n",
     "#!pip install python-dotenv\n",
-    "#!pip install dspy-ai == 2.4.17\n",
+    "#!pip install dspy-ai==2.4.17\n",
     "#!pip install graphviz\n",
-    "# !wget https://raw.githubusercontent.com/frankwxu/digital-forensics-lab/main/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/conversation.txt\n",
+    "#!wget https://raw.githubusercontent.com/frankwxu/digital-forensics-lab/main/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/conversation.txt\n",
     "\n",
     "import dspy\n",
     "import os\n",
diff --git a/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/04_evidence_stix_oneshot.ipynb b/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/04_evidence_stix_oneshot.ipynb
index a213e5d..cc0d9a5 100644
--- a/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/04_evidence_stix_oneshot.ipynb
+++ b/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/04_evidence_stix_oneshot.ipynb
@@ -38,9 +38,9 @@
    "source": [
     "# uncomment the commands to download libraries and files\n",
     "#!pip install python-dotenv\n",
-    "#!pip install dspy-ai == 2.4.17\n",
+    "#!pip install dspy-ai==2.4.17\n",
     "#!pip install graphviz\n",
-    "# !wget https://raw.githubusercontent.com/frankwxu/digital-forensics-lab/main/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/conversation.txt\n",
+    "#!wget https://raw.githubusercontent.com/frankwxu/digital-forensics-lab/main/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/conversation.txt\n",
     "\n",
     "import dspy\n",
     "import os\n",