From 609a67b02b20273cf0e4c5316846767a7cfd744c Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:03:45 -0700
Subject: [PATCH 01/13] Add GitHub testing workflow

---
 .github/workflows/test-github-models.yaml | 50 +++++++++++++++++++++++
 reasoning.py                              | 14 +++++--
 2 files changed, 61 insertions(+), 3 deletions(-)
 create mode 100644 .github/workflows/test-github-models.yaml

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
new file mode 100644
index 0000000..6abc423
--- /dev/null
+++ b/.github/workflows/test-github-models.yaml
@@ -0,0 +1,50 @@
+name: Test GitHub Models
+
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    branches: [ main ]
+    # Also run when chat.py files are modified
+    paths:
+      - 'chat.py'
+      - 'spanish/chat.py'
+      - 'requirements.txt'
+      - '.github/workflows/test-github-models.yaml'
+
+jobs:
+  test-github-models:
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+
+    steps:
+      - uses: actions/checkout@v5
+
+      - name: Set up Python 3.11
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r requirements.txt
+
+      - name: Test main chat.py with GitHub Models
+        env:
+          API_HOST: github
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_MODEL: gpt-4o-mini
+        run: |
+          echo "Testing main chat.py file..."
+          python chat.py
+
+      - name: Test Spanish chat.py with GitHub Models
+        env:
+          API_HOST: github
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          GITHUB_MODEL: gpt-4o-mini
+        run: |
+          echo "Testing Spanish chat.py file..."
+          python spanish/chat.py
diff --git a/reasoning.py b/reasoning.py
index 5bb30ea..8a0e2bd 100644
--- a/reasoning.py
+++ b/reasoning.py
@@ -37,11 +37,19 @@
     messages=[
         {
             "role": "user",
-            "content": "Multiply together 1897234 and 12903812039.",
+            "content": "How many r's are in strawberry? Answer in a complete sentence with explanation.",
         },
     ],
-    reasoning_effort="minimal",
-    verbosity="low",
+    reasoning_effort="low",
 )
+
+# Reasoning contnet is only available for gpt-oss models running on Ollama
+# To see reasoning traces with gpt-5 family, use the Responses API
+if hasattr(response.choices[0].message, "reasoning"):
+    print("🤔 Thinking...")
+    print(response.choices[0].message.reasoning)
+    print("🛑 Done thinking.")
+print("Response:")
 print(response.choices[0].message.content)
+print("Usage:")
 print(response.usage)

From f2651924151f5108b5b75b6e3f02377b019dafcd Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:06:10 -0700
Subject: [PATCH 02/13] Modify chat.py

---
 .github/workflows/test-github-models.yaml | 1 +
 chat.py                                   | 7 +++----
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index 6abc423..aaee3bd 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -8,6 +8,7 @@ on:
     # Also run when chat.py files are modified
     paths:
       - 'chat.py'
+      - 'reasoning.py'
       - 'spanish/chat.py'
       - 'requirements.txt'
       - '.github/workflows/test-github-models.yaml'
diff --git a/chat.py b/chat.py
index 76e343a..252f395 100644
--- a/chat.py
+++ b/chat.py
@@ -12,10 +12,9 @@
     token_provider = azure.identity.get_bearer_token_provider(
         azure.identity.DefaultAzureCredential(), "https://cognitiveservices.azure.com/.default"
     )
-    client = openai.AzureOpenAI(
-        api_version=os.environ["AZURE_OPENAI_VERSION"],
-        azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"],
-        azure_ad_token_provider=token_provider,
+    client = openai.OpenAI(
+        base_url=os.environ["AZURE_OPENAI_ENDPOINT"],
+        api_key=token_provider,
     )
     MODEL_NAME = os.environ["AZURE_OPENAI_DEPLOYMENT"]
 

From 80b27c370a2ebe33ba9c16889788334477d7b188 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:07:50 -0700
Subject: [PATCH 03/13] Modify chat.py

---
 .github/workflows/test-github-models.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index aaee3bd..f638278 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -36,7 +36,7 @@ jobs:
         env:
           API_HOST: github
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GITHUB_MODEL: gpt-4o-mini
+          GITHUB_MODEL: openai/gpt-4o-mini
         run: |
           echo "Testing main chat.py file..."
           python chat.py
@@ -45,7 +45,7 @@ jobs:
         env:
           API_HOST: github
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GITHUB_MODEL: gpt-4o-mini
+          GITHUB_MODEL: openai/gpt-4o-mini
         run: |
           echo "Testing Spanish chat.py file..."
           python spanish/chat.py

From 428845abafd2103a0e4f66e6e51292e199cba153 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:19:06 -0700
Subject: [PATCH 04/13] Clean up the workflow

---
 .github/workflows/test-github-models.yaml | 30 +++++++++++------------
 1 file changed, 14 insertions(+), 16 deletions(-)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index f638278..9454469 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -1,4 +1,4 @@
-name: Test GitHub Models
+name: Test example files are working with GitHub models
 
 on:
   push:
@@ -8,7 +8,6 @@ on:
     # Also run when chat.py files are modified
     paths:
       - 'chat.py'
-      - 'reasoning.py'
       - 'spanish/chat.py'
       - 'requirements.txt'
       - '.github/workflows/test-github-models.yaml'
@@ -18,6 +17,11 @@ jobs:
     runs-on: ubuntu-latest
     permissions:
       contents: read
+    strategy:
+      matrix:
+        python_file:
+          - "chat.py"
+          - "spanish/chat.py"
 
     steps:
       - uses: actions/checkout@v5
@@ -25,27 +29,21 @@ jobs:
       - name: Set up Python 3.11
         uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version-file: "pyproject.toml"
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
 
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip
-          pip install -r requirements.txt
-
-      - name: Test main chat.py with GitHub Models
+          uv pip install -r requirements.txt
         env:
-          API_HOST: github
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GITHUB_MODEL: openai/gpt-4o-mini
-        run: |
-          echo "Testing main chat.py file..."
-          python chat.py
+          UV_SYSTEM_PYTHON: 1
 
-      - name: Test Spanish chat.py with GitHub Models
+      - name: Test ${{ matrix.python_file }} with GitHub Models
         env:
           API_HOST: github
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           GITHUB_MODEL: openai/gpt-4o-mini
         run: |
-          echo "Testing Spanish chat.py file..."
-          python spanish/chat.py
+          python ${{ matrix.python_file }}

From f5c8e7ab1c02d193582994acf715502c5d7ccfb9 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:24:02 -0700
Subject: [PATCH 05/13] Get uv working hopefully

---
 .github/workflows/test-github-models.yaml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index 9454469..2ba5f7c 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -37,8 +37,6 @@ jobs:
       - name: Install dependencies
         run: |
           uv pip install -r requirements.txt
-        env:
-          UV_SYSTEM_PYTHON: 1
 
       - name: Test ${{ matrix.python_file }} with GitHub Models
         env:

From eb52f201d5ab15c8c58bbaa48b86689f775678ab Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:25:12 -0700
Subject: [PATCH 06/13] Get uv working hopefully

---
 .github/workflows/test-github-models.yaml | 13 ++++++-------
 1 file changed, 6 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index 2ba5f7c..3c76579 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -17,11 +17,6 @@ jobs:
     runs-on: ubuntu-latest
     permissions:
       contents: read
-    strategy:
-      matrix:
-        python_file:
-          - "chat.py"
-          - "spanish/chat.py"
 
     steps:
       - uses: actions/checkout@v5
@@ -38,10 +33,14 @@ jobs:
         run: |
           uv pip install -r requirements.txt
 
-      - name: Test ${{ matrix.python_file }} with GitHub Models
+      - name: Test chat files with GitHub Models
         env:
           API_HOST: github
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           GITHUB_MODEL: openai/gpt-4o-mini
         run: |
-          python ${{ matrix.python_file }}
+          files=("chat.py" "spanish/chat.py")
+          for file in "${files[@]}"; do
+            echo "Testing $file..."
+            python "$file" || exit 1
+          done

From 0a634bf41d91d16b7831039bb021a088dabea1e9 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:27:30 -0700
Subject: [PATCH 07/13] Get uv working hopefully

---
 .github/workflows/python.yaml             | 2 +-
 .github/workflows/test-github-models.yaml | 4 +++-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/python.yaml b/.github/workflows/python.yaml
index 183f9ec..75821f5 100644
--- a/.github/workflows/python.yaml
+++ b/.github/workflows/python.yaml
@@ -1,4 +1,4 @@
-name: Python checks
+name: Check example files are linted and formatted
 
 on:
   push:
diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index 3c76579..9c96f4b 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -31,6 +31,7 @@ jobs:
 
       - name: Install dependencies
         run: |
+          uv venv .venv
           uv pip install -r requirements.txt
 
       - name: Test chat files with GitHub Models
@@ -39,8 +40,9 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           GITHUB_MODEL: openai/gpt-4o-mini
         run: |
+          source .venv/bin/activate
           files=("chat.py" "spanish/chat.py")
           for file in "${files[@]}"; do
             echo "Testing $file..."
-            python "$file" || exit 1
+            uv python "$file" || exit 1
           done

From c3ad4b3a5e04efae84b8edf9984ed6669ec0cb7e Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:28:09 -0700
Subject: [PATCH 08/13] Get uv working hopefully

---
 .github/workflows/test-github-models.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index 9c96f4b..5e76284 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -44,5 +44,5 @@ jobs:
           files=("chat.py" "spanish/chat.py")
           for file in "${files[@]}"; do
             echo "Testing $file..."
-            uv python "$file" || exit 1
+            python "$file" || exit 1
           done

From 15c758114de20fc447afe0b7fe025b686adef355 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:29:31 -0700
Subject: [PATCH 09/13] Get uv working hopefully

---
 .github/workflows/test-github-models.yaml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index 5e76284..0e49878 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -5,12 +5,14 @@ on:
     branches: [ main ]
   pull_request:
     branches: [ main ]
-    # Also run when chat.py files are modified
     paths:
-      - 'chat.py'
-      - 'spanish/chat.py'
       - 'requirements.txt'
       - '.github/workflows/test-github-models.yaml'
+      - 'chat.py'
+      - 'spanish/chat.py'
+
+permissions:
+  models: read
 
 jobs:
   test-github-models:

From fbf5d6dfbb20390c29348e1d64e7a95f01a3f448 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:31:07 -0700
Subject: [PATCH 10/13] Get uv working hopefully

---
 .github/workflows/test-github-models.yaml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index 0e49878..1867514 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -13,6 +13,7 @@ on:
 
 permissions:
   models: read
+  contents: read
 
 jobs:
   test-github-models:

From e3abfbcd269a69ba66faad55e9c371a8e9b5f5e8 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:34:43 -0700
Subject: [PATCH 11/13] Get uv working hopefully

---
 .github/workflows/test-github-models.yaml | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/test-github-models.yaml b/.github/workflows/test-github-models.yaml
index 1867514..d8a5741 100644
--- a/.github/workflows/test-github-models.yaml
+++ b/.github/workflows/test-github-models.yaml
@@ -1,4 +1,4 @@
-name: Test example files are working with GitHub models
+name: Run example files with GitHub models
 
 on:
   push:
@@ -11,15 +11,12 @@ on:
       - 'chat.py'
       - 'spanish/chat.py'
 
-permissions:
-  models: read
-  contents: read
-
 jobs:
   test-github-models:
     runs-on: ubuntu-latest
     permissions:
       contents: read
+      models: read
 
     steps:
       - uses: actions/checkout@v5

From fa0c55780fb886dde6164ed9835cc96fc7ceaf86 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 13:46:21 -0700
Subject: [PATCH 12/13] Use uv in both places

---
 .github/workflows/python.yaml | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/python.yaml b/.github/workflows/python.yaml
index 75821f5..3a7b84a 100644
--- a/.github/workflows/python.yaml
+++ b/.github/workflows/python.yaml
@@ -15,11 +15,15 @@ jobs:
           uses: actions/setup-python@v5
           with:
             python-version: "3.11"
-        - name: Install dependencies
+        - name: Install uv
+          uses: astral-sh/setup-uv@v6
+        - name: Set up virtual environment and install dependencies
           run: |
-            python -m pip install --upgrade pip
-            pip install -r requirements-dev.txt
+            uv venv .venv
+            uv pip install -r requirements-dev.txt
         - name: Lint with ruff
-          run: ruff check .
+          run: |
+            uv run ruff check .
         - name: Check formatting with black
-          run: black . --check --verbose
+          run: |
+            uv run black . --check --verbose

From 4a30c881da588d4871f017e2f22424c5d3f17c82 Mon Sep 17 00:00:00 2001
From: Pamela Fox <pamela.fox@gmail.com>
Date: Mon, 22 Sep 2025 14:01:48 -0700
Subject: [PATCH 13/13] Revert chat.py changes

---
 chat.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/chat.py b/chat.py
index 252f395..76e343a 100644
--- a/chat.py
+++ b/chat.py
@@ -12,9 +12,10 @@
     token_provider = azure.identity.get_bearer_token_provider(
         azure.identity.DefaultAzureCredential(), "https://cognitiveservices.azure.com/.default"
     )
-    client = openai.OpenAI(
-        base_url=os.environ["AZURE_OPENAI_ENDPOINT"],
-        api_key=token_provider,
+    client = openai.AzureOpenAI(
+        api_version=os.environ["AZURE_OPENAI_VERSION"],
+        azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"],
+        azure_ad_token_provider=token_provider,
     )
     MODEL_NAME = os.environ["AZURE_OPENAI_DEPLOYMENT"]