diff --git a/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/01_evidence_entity_recognition.ipynb b/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/01_evidence_entity_recognition.ipynb
index 5edc500..37a7d39 100644
--- a/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/01_evidence_entity_recognition.ipynb
+++ b/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/01_evidence_entity_recognition.ipynb
@@ -35,7 +35,7 @@
     "#!pip install python-dotenv\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/notes/productive_way_llm.webp b/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/notes/productive_way_llm.webp
new file mode 100644
index 0000000..4d8b787
Binary files /dev/null and b/AI4Forensics/CKIM2024/PhishingAttack/PhishingAttackScenarioDemo/notes/productive_way_llm.webp differ