From 558e86edaeae54df947f9657d675ff2bb6dba90f Mon Sep 17 00:00:00 2001
From: RobBreemen <132341628+RobBreemen@users.noreply.github.com>
Date: Tue, 10 Feb 2026 19:33:09 +0000
Subject: [PATCH] Challenge 0 + 1

---
 challenge-1/agents/fault_diagnosis_agent.py |  9 +++-
 challenge-1/create_knowledge_base.ipynb     | 48 +++++++++++++++++----
 2 files changed, 47 insertions(+), 10 deletions(-)

diff --git a/challenge-1/agents/fault_diagnosis_agent.py b/challenge-1/agents/fault_diagnosis_agent.py
index de26229..5394eba 100644
--- a/challenge-1/agents/fault_diagnosis_agent.py
+++ b/challenge-1/agents/fault_diagnosis_agent.py
@@ -70,8 +70,12 @@ async def main():
                         require_approval="never",
                         project_connection_id="machine-data-connection"
                     ),
-
-                    # TODO: add Foundry IQ MCP tool
+                    MCPTool(
+                        server_label="machine-wiki",
+                        server_url=machine_wiki_mcp_endpoint,
+                        require_approval="never",
+                        project_connection_id="machine-wiki-connection"
+                    )
 
                 ]
 
@@ -111,3 +115,4 @@ async def main():
 
 if __name__ == "__main__":
     asyncio.run(main())
+
diff --git a/challenge-1/create_knowledge_base.ipynb b/challenge-1/create_knowledge_base.ipynb
index cd2eb2a..a67e797 100644
--- a/challenge-1/create_knowledge_base.ipynb
+++ b/challenge-1/create_knowledge_base.ipynb
@@ -76,10 +76,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "331c2bf6",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "✅ Knowledge source 'machine-wiki-blob-ks' created or updated successfully.\n"
+     ]
+    }
+   ],
    "source": [
     "\n",
     "index_client = SearchIndexClient(\n",
@@ -147,10 +155,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "cd2d30ff",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "✅ Knowledge base 'machine-kb' created or updated successfully.\n"
+     ]
+    }
+   ],
    "source": [
     "\n",
     "index_client = SearchIndexClient(\n",
@@ -194,10 +210,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "dbfdb5d9",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "If curing_temperature exceeds 178°C, likely root causes include heating element malfunction, temperature sensor drift, steam pressure being too high, thermostat failure, or inadequate cooling water flow [ref_id:0].\n"
+     ]
+    }
+   ],
    "source": [
     "\n",
     "kb_client = KnowledgeBaseRetrievalClient(\n",
@@ -237,10 +261,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "3165c7d5",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Connection 'machine-wiki-connection' created or updated successfully.\n"
+     ]
+    }
+   ],
    "source": [
     "import requests\n",
     "from azure.identity import DefaultAzureCredential, get_bearer_token_provider\n",