Improve text NB 9

09-Smart_Agent.ipynb

@@ -18,10 +18,11 @@
     "- **Notebook 01**: We loaded the Azure Search Engine with enriched PDFs in index: \"cogsrch-index-files\"\n",
     "- **Notebook 02**: We loaded more information to the Search Engine this time using a CSV file with 52k rows/articles in index: \"cogsrch-index-csv\"\n",
     "- **Notebook 03**: We added AzureOpenAI GPT models to enhance the the production of the answer by using Utility Chains of LLMs\n",
-    "- **Notebook 04**: We added memory to our system in order to power a conversational Chat Bot\n",
-    "- **Notebook 05**: We introduced Agents and Tools in order to be able to solve a more complex task: ask questions to Tabular datasets\n",
-    "- **Notebook 06**: We used a Utility Chain in order to talk to a SQL Database directly\n",
-    "- **Notebook 07**: We used another Utility Chain in order to talk to the Bing Search API and create a Bing Chat Clone and implemente callbacks\n",
+    "- **Notebook 04**: We loaded a vector-based index with large/complex PDFs information , \"cogsrch-index-books-vector\"\n",
+    "- **Notebook 05**: We added memory to our system in order to power a conversational Chat Bot\n",
+    "- **Notebook 06**: We introduced Agents and Tools in order to be able to solve a more complex task: ask questions to Tabular datasets\n",
+    "- **Notebook 07**: We used a SQL Agent in order to talk to a SQL Database directly\n",
+    "- **Notebook 08**: We used another ReAct Agent in order to talk to the Bing Search API and create a Bing Chat Clone and implemented callbacks for real-time streaming and tool information\n",
     "\n",
     "\n",
     "We are missing one more thing: **How do we glue all these features together into a very smart GPT Smart Search Engine Chat Bot?**\n",