From b1b6c73ae6cb514237de3da9b7996de28c851154 Mon Sep 17 00:00:00 2001
From: Kenneth Ocheltree <kochel@us.ibm.com>
Date: Thu, 7 Aug 2025 14:37:36 -0400
Subject: [PATCH] Fix notebook issues

---
 .../notebooks/compositionality_with_generative_slots.ipynb | 4 +---
 docs/examples/notebooks/mcp_example.ipynb                  | 7 ++++---
 docs/examples/notebooks/model_options_example.ipynb        | 2 +-
 3 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/docs/examples/notebooks/compositionality_with_generative_slots.ipynb b/docs/examples/notebooks/compositionality_with_generative_slots.ipynb
index 010aa828..ed73be81 100644
--- a/docs/examples/notebooks/compositionality_with_generative_slots.ipynb
+++ b/docs/examples/notebooks/compositionality_with_generative_slots.ipynb
@@ -115,10 +115,8 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
     "## Specify Contract Functions\n",
     "To help us compose these libraries, we introduce a set of contracts that gate function composition and then use those contracts to short-circuit non-sensical compositions of library components:"
diff --git a/docs/examples/notebooks/mcp_example.ipynb b/docs/examples/notebooks/mcp_example.ipynb
index 8fb792da..dee307e1 100644
--- a/docs/examples/notebooks/mcp_example.ipynb
+++ b/docs/examples/notebooks/mcp_example.ipynb
@@ -17,9 +17,9 @@
     "id": "ZIu6B1Ht927Z"
    },
    "source": [
-    "## Install Ollama\n",
+    "## Install Ollama and MCP\n",
     "\n",
-    "Before we get started with Mellea, we download and install ollama."
+    "Before we get started with Mellea, we install ollama and mcp"
    ]
   },
   {
@@ -31,7 +31,8 @@
    "outputs": [],
    "source": [
     "!curl -fsSL https://ollama.com/install.sh | sh\n",
-    "!nohup ollama serve &"
+    "!nohup ollama serve &\n",
+    "!uv pip install mcp -q"
    ]
   },
   {
diff --git a/docs/examples/notebooks/model_options_example.ipynb b/docs/examples/notebooks/model_options_example.ipynb
index 21429ab0..8b40fe84 100644
--- a/docs/examples/notebooks/model_options_example.ipynb
+++ b/docs/examples/notebooks/model_options_example.ipynb
@@ -82,7 +82,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Spefify Options on Backend Initialization\n",
+    "## Specify Options on Backend Initialization\n",
     "You can add any key-value option pair supported by the backend to the model_options dictionary, and those options are passed along to the inference engine (even if a Mellea-specific ModelOption is defined for that option). This means you can safely copy over model option parameters from exiting codebases as-is:"
    ]
   },