github · brannon · Aug 22, 2024 · Aug 21, 2024 · Aug 22, 2024
diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
@@ -0,0 +1,13 @@
+ARG VARIANT="focal"
+FROM buildpack-deps:${VARIANT}-curl
+
+LABEL dev.containers.features="common"
+
+COPY first-run-notice.txt /tmp/scripts/
+
+# Move first run notice to right spot
+RUN mkdir -p "/usr/local/etc/vscode-dev-containers/" \
+    && mv -f /tmp/scripts/first-run-notice.txt /usr/local/etc/vscode-dev-containers/
+
+# Remove scripts now that we're done with them
+RUN rm -rf /tmp/scripts
diff --git a/.devcontainer/bootstrap b/.devcontainer/bootstrap
@@ -0,0 +1,8 @@
+#!/bin/bash
+
+ROOT_DIR=/workspaces/codespaces-models
+
+npm install ${ROOT_DIR}
+
+pip install -r ${ROOT_DIR}/requirements.txt
+
diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
@@ -1,7 +1,44 @@
 {
-  "image": "mcr.microsoft.com/devcontainers/universal:2",
-  "updateContentCommand": "npm install; pip install -r requirements.txt",
-  "postStartCommand": "npm install; pip install -r requirements.txt",
+  "build": {
+    "dockerfile": "./Dockerfile",
+    "context": "."
+  },
+  "features": {
+    "ghcr.io/devcontainers/features/common-utils:2": {
+      "username": "codespace",
+      "userUid": "1000",
+      "userGid": "1000"
+    },
+    "ghcr.io/devcontainers/features/node:1": {
+      "version": "20"
+    },
+    "ghcr.io/devcontainers/features/python:1": {
+      "version": "3.11.9",
+      "installJupyterLab": "false"
+    },
+    "ghcr.io/devcontainers/features/git:1": {
+      "version": "latest",
+      "ppa": "false"
+    },
+    "ghcr.io/devcontainers/features/git-lfs:1": {
+      "version": "latest"
+    },
+    "ghcr.io/devcontainers/features/github-cli:1": {
+      "version": "latest"
+    }  
+  },
+  "overrideFeatureInstallOrder": [
+    "ghcr.io/devcontainers/features/common-utils",
+    "ghcr.io/devcontainers/features/git",
+    "ghcr.io/devcontainers/features/node",
+    "ghcr.io/devcontainers/features/python",
+    "ghcr.io/devcontainers/features/git-lfs",
+    "ghcr.io/devcontainers/features/github-cli"
+  ],
+  "remoteUser": "codespace",
+  "containerUser": "codespace",
+  "updateContentCommand": "${containerWorkspaceFolder}/.devcontainer/bootstrap",
+  "postStartCommand": "${containerWorkspaceFolder}/.devcontainer/bootstrap",
   "customizations": {
     "codespaces": {
       "disableAutomaticConfiguration": true,
@@ -16,10 +53,19 @@
         "ms-toolsai.prompty"
       ],
       "settings": {
+        /* 
+        NOTE: excluding these Python environments causes Jupyter to select the remaining environment by default
+        The default environment will be: /usr/local/python/current/bin/python
+        */
+        "jupyter.kernels.excludePythonEnvironments": [
+          "/usr/local/python/current/bin/python3",
+          "/usr/bin/python3",
+          "/bin/python3"
+        ],
         "workbench.editorAssociations": {
           "*.md": "vscode.markdown.preview.editor"
         }
       }
     }
   }
-}
+}
diff --git a/.devcontainer/first-run-notice.txt b/.devcontainer/first-run-notice.txt
@@ -0,0 +1,4 @@
+👋 Welcome to your shiny new Codespace for interacting with GitHub Models! We've got everything fired up and ready for you to explore AI Models hosted on Azure AI.
+
+Take a look at the README to find all of the information you need to get started.
+
diff --git a/.gitignore b/.gitignore
@@ -1,4 +1,6 @@
-.vscode/
+.vscode/*
+!.vscode/extensions.json
+!.vscode/launch.json
 __pycache__/
 .env
 .DS_Store

diff --git a/.vscode/extensions.json b/.vscode/extensions.json
@@ -0,0 +1,5 @@
+{
+    "unwantedRecommendations": [
+        "ms-azuretools.vscode-docker"
+    ]
+}
diff --git a/.vscode/launch.json b/.vscode/launch.json
@@ -0,0 +1,25 @@
+{
+    "configurations": [
+        {
+            "name": "Run JavaScript Sample",
+            "program": "${file}",
+            "cwd": "${fileDirname}",
+            "envFile": "${workspaceFolder}/.env",
+            "outputCapture": "std",
+            "request": "launch",
+            "skipFiles": [
+                "<node_internals>/**"
+            ],
+            "type": "node"
+        },
+        {
+            "name": "Run Python Sample",
+            "program": "${file}",
+            "cwd": "${fileDirname}",
+            "envFile": "${workspaceFolder}/.env",
+            "redirectOutput": false,
+            "request": "launch",
+            "type": "debugpy"
+        }
+    ]
+}
diff --git a/cookbooks/python/langchain/lc_openai_getting_started.ipynb b/cookbooks/python/langchain/lc_openai_getting_started.ipynb
@@ -52,7 +52,7 @@
     "os.environ[\"OPENAI_API_KEY\"] = os.getenv(\"GITHUB_TOKEN\")\n",
     "os.environ[\"OPENAI_BASE_URL\"] = \"https://models.inference.ai.azure.com/\"\n",
     "\n",
-    "GPT_MODEL = \"gpt-4o\"\n",
+    "GPT_MODEL = \"gpt-4o-mini\"\n",
     "\n",
     "llm = ChatOpenAI(model=GPT_MODEL)"
    ]
@@ -373,7 +373,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/llamaindex/rag_getting_started.ipynb b/cookbooks/python/llamaindex/rag_getting_started.ipynb
@@ -38,7 +38,7 @@
     "\n",
     "To run RAG, you need 2 models: a chat model, and an embedding model. The GitHub Model service offers different options.\n",
     "\n",
-    "For instance you could use an Azure OpenAI chat model (`gpt-4o`) and embedding model (`text-embedding-3-small`), or a Cohere chat model (`Cohere-command-r-plus`) and embedding model (`Cohere-embed-v3-multilingual`).\n",
+    "For instance you could use an Azure OpenAI chat model (`gpt-4o-mini`) and embedding model (`text-embedding-3-small`), or a Cohere chat model (`Cohere-command-r-plus`) and embedding model (`Cohere-embed-v3-multilingual`).\n",
     "\n",
     "We'll proceed using some of the Azure OpenAI models below. You can find [how to leverage Cohere models in the LlamaIndex documentation](https://docs.llamaindex.ai/en/stable/examples/llm/cohere/).\n",
     "\n",
@@ -89,7 +89,7 @@
     "logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))\n",
     "\n",
     "llm = OpenAI(\n",
-    "    model=\"gpt-4o\",\n",
+    "    model=\"gpt-4o-mini\",\n",
     "    api_key=os.getenv(\"OPENAI_API_KEY\"),\n",
     "    api_base=os.getenv(\"OPENAI_BASE_URL\"),\n",
     ")\n",
@@ -258,7 +258,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/mistralai/evaluation.ipynb b/cookbooks/python/mistralai/evaluation.ipynb
@@ -525,7 +525,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/mistralai/function_calling.ipynb b/cookbooks/python/mistralai/function_calling.ipynb
@@ -349,7 +349,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/mistralai/prefix_use_cases.ipynb b/cookbooks/python/mistralai/prefix_use_cases.ipynb
@@ -868,7 +868,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/mistralai/prompting_capabilities.ipynb b/cookbooks/python/mistralai/prompting_capabilities.ipynb
@@ -505,7 +505,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/openai/Data_extraction_transformation.ipynb b/cookbooks/python/openai/Data_extraction_transformation.ipynb
@@ -100,7 +100,7 @@
     "os.environ[\"OPENAI_API_KEY\"] = os.getenv(\"GITHUB_TOKEN\")\n",
     "os.environ[\"OPENAI_BASE_URL\"] = \"https://models.inference.ai.azure.com/\"\n",
     "\n",
-    "GPT_MODEL = \"gpt-4o\"\n",
+    "GPT_MODEL = \"gpt-4o-mini\"\n",
     "\n",
     "client = OpenAI()"
    ]
@@ -193,7 +193,7 @@
     "    \"\"\"\n",
     "    \n",
     "    response = client.chat.completions.create(\n",
-    "        model=\"gpt-4o\",\n",
+    "        model=\"gpt-4o-mini\",\n",
     "        response_format={ \"type\": \"json_object\" },\n",
     "        messages=[\n",
     "            {\n",
@@ -491,7 +491,7 @@
     "    \"\"\"\n",
     "    \n",
     "    response = client.chat.completions.create(\n",
-    "        model=\"gpt-4o\",\n",
+    "        model=\"gpt-4o-mini\",\n",
     "        response_format={ \"type\": \"json_object\" },\n",
     "        messages=[\n",
     "            {\n",
@@ -813,7 +813,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/openai/Developing_hallucination_guardrails.ipynb b/cookbooks/python/openai/Developing_hallucination_guardrails.ipynb
@@ -54,7 +54,7 @@
     "os.environ[\"OPENAI_API_KEY\"] = os.getenv(\"GITHUB_TOKEN\")\n",
     "os.environ[\"OPENAI_BASE_URL\"] = \"https://models.inference.ai.azure.com/\"\n",
     "\n",
-    "GPT_MODEL = \"gpt-4o\"\n",
+    "GPT_MODEL = \"gpt-4o-mini\"\n",
     "\n",
     "client = OpenAI()"
    ]
@@ -179,7 +179,7 @@
     "            {\"role\": \"assistant\", \"content\": assistant_policy_example_1},\n",
     "            {\"role\": \"user\", \"content\": input_message},\n",
     "        ],\n",
-    "        model=\"gpt-4o\"\n",
+    "        model=\"gpt-4o-mini\"\n",
     "    )\n",
     "    \n",
     "    return response.choices[0].message.content\n",
@@ -378,7 +378,7 @@
     "    ]\n",
     "\n",
     "    response = client.chat.completions.create(\n",
-    "        model=\"gpt-4o\",\n",
+    "        model=\"gpt-4o-mini\",\n",
     "        messages=messages,\n",
     "        temperature=0.7,\n",
     "        n=10,\n",
@@ -695,7 +695,7 @@
     "    ]\n",
     "\n",
     "    response = client.chat.completions.create(\n",
-    "        model=\"gpt-4o\",\n",
+    "        model=\"gpt-4o-mini\",\n",
     "        messages=messages,\n",
     "        temperature=0.7,\n",
     "        n=10\n",
@@ -844,7 +844,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/openai/How_to_call_functions_with_chat_models.ipynb b/cookbooks/python/openai/How_to_call_functions_with_chat_models.ipynb
@@ -78,7 +78,7 @@
     "os.environ[\"OPENAI_API_KEY\"] = os.getenv(\"GITHUB_TOKEN\")\n",
     "os.environ[\"OPENAI_BASE_URL\"] = \"https://models.inference.ai.azure.com/\"\n",
     "\n",
-    "GPT_MODEL = \"gpt-4o\"\n",
+    "GPT_MODEL = \"gpt-4o-mini\"\n",
     "\n",
     "client = OpenAI()"
    ]
@@ -451,7 +451,7 @@
    "source": [
     "### Parallel Function Calling\n",
     "\n",
-    "Newer models such as gpt-4o or gpt-3.5-turbo can call multiple functions in one turn."
+    "Newer models such as gpt-4o-mini or gpt-3.5-turbo can call multiple functions in one turn."
    ]
   },
   {
@@ -700,7 +700,7 @@
     "}]\n",
     "\n",
     "response = client.chat.completions.create(\n",
-    "    model='gpt-4o', \n",
+    "    model='gpt-4o-mini', \n",
     "    messages=messages, \n",
     "    tools= tools, \n",
     "    tool_choice=\"auto\"\n",
@@ -747,7 +747,7 @@
     "        # Step 4: Invoke the chat completions API with the function response appended to the messages list\n",
     "        # Note that messages with role 'tool' must be a response to a preceding message with 'tool_calls'\n",
     "        model_response_with_function_call = client.chat.completions.create(\n",
-    "            model=\"gpt-4o\",\n",
+    "            model=\"gpt-4o-mini\",\n",
     "            messages=messages,\n",
     "        )  # get a new response from the model where it can see the function response\n",
     "        print(model_response_with_function_call.choices[0].message.content)\n",
@@ -766,7 +766,7 @@
    "source": [
     "## Next Steps\n",
     "\n",
-    "See our other notebook [Data extraction and transformation](Data_extraction_transformation.ipynb) which shows how to extract data from documents using gpt-4o."
+    "See our other notebook [Data extraction and transformation](Data_extraction_transformation.ipynb) which shows how to extract data from documents using gpt-4o-mini."
    ]
   }
  ],
@@ -786,7 +786,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

diff --git a/cookbooks/python/openai/How_to_stream_completions.ipynb b/cookbooks/python/openai/How_to_stream_completions.ipynb
@@ -49,7 +49,7 @@
     "os.environ[\"OPENAI_API_KEY\"] = os.getenv(\"GITHUB_TOKEN\")\n",
     "os.environ[\"OPENAI_BASE_URL\"] = \"https://models.inference.ai.azure.com/\"\n",
     "\n",
-    "GPT_MODEL = \"gpt-4o\"\n",
+    "GPT_MODEL = \"gpt-4o-mini\"\n",
     "\n",
     "client = OpenAI()"
    ]
@@ -169,7 +169,7 @@
    "source": [
     "### 3. How much time is saved by streaming a chat completion\n",
     "\n",
-    "Now let's ask `gpt-4o` to count to 100 again, and see how long it takes."
+    "Now let's ask `gpt-4o-mini` to count to 100 again, and see how long it takes."
    ]
   },
   {
@@ -255,7 +255,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.11.9"
   },
   "orig_nbformat": 4,
   "vscode": {

diff --git a/cookbooks/python/openai/README.md b/cookbooks/python/openai/README.md
@@ -7,6 +7,6 @@ The samples were modified slightly to better run with the GitHub Models service.
 
 - [How to process image and video with GPT-4](how_to_process_image_and_video_with_gpt4o.ipynb): This notebook shows how to process images and videos with GPT-4.
 - [How to call functions with chat models](How_to_call_functions_with_chat_models.ipynb): This notebook shows how to get GPT-4o to determing which of a set of functions to call to answer a user's question.
-- [Data extraction and transformation](Data_extraction_transformation.ipynb): This notebook shows how to extract data from documents using gpt-4o.
+- [Data extraction and transformation](Data_extraction_transformation.ipynb): This notebook shows how to extract data from documents using gpt-4o-mini.
 - [How to stream completions](How_to_stream_completions.ipynb): This notebook shows detailed instructions on how to stream chat completions.
 - [Developing Hallucination Guardrails](Developing_hallucination_guardrails.ipynb): Develop an output guardrail that specifically checks model outputs for hallucinations
Original file line number	Diff line number	Diff line change
		@@ -0,0 +1,4 @@
		👋 Welcome to your shiny new Codespace for interacting with GitHub Models! We've got everything fired up and ready for you to explore AI Models hosted on Azure AI.

		Take a look at the README to find all of the information you need to get started.