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Add ad auth to embeddings example

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Christian Muertz 2022-12-19 10:25:32 +01:00
parent 53a9891133
commit ca628a18be
1 changed files with 61 additions and 12 deletions
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examples/azure/embeddings.ipynb
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@ -24,8 +24,7 @@
"metadata": {},
"source": [
"## Setup\n",
"In the following section the endpoint and key need to be set up of the next sections to work. \\\n",
"Please go to https://portal.azure.com, find your resource and then under \"Resource Management\" -> \"Keys and Endpoints\" look for the \"Endpoint\" value and one of the Keys. They will act as api_base and api_key in the code below."
"For the following sections to work properly we first have to setup some things. Let's start with the `api_type`, `api_base` and `api_version`. To find your `api_base` go to https://portal.azure.com, find your resource and then under \"Resource Management\" -> \"Keys and Endpoints\" look for the \"Endpoint\" value."
]
},
{
@ -34,11 +33,61 @@
"metadata": {},
"outputs": [],
"source": [
"openai.api_key = '' # Please add your api key here\n",
"openai.api_base = '' # Please add your endpoint here\n",
"\n",
"openai.api_type = 'azure'\n",
"openai.api_version = '2022-12-01' # this may change in the future"
"openai.api_version = '2022-12-01'\n",
"\n",
"openai.api_base = '' # Please add your endpoint here"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"We next have to setup the `api_key`. We can either get the key from the portal or we can get it through Microsoft Active Directory Authentication."
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### Setup: Portal\n",
"Let's first look at getting the key from the portal. Go to https://portal.azure.com, find your resource and then under \"Resource Management\" -> \"Keys and Endpoints\" look for one of the \"Keys\" values."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"openai.api_key = '' # Please add your api key here"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"### (Optional) Setup: Microsoft Active Directory Authentication\n",
"Let's now see how we can get a key via Microsoft Active Directory Authentication."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"\"\"\"\n",
"from azure.identity import DefaultAzureCredential\n",
"\n",
"default_credential = DefaultAzureCredential()\n",
"token = default_credential.get_token(\"https://cognitiveservices.azure.com/.default\")\n",
"\n",
"openai.api_key = token.token\n",
"\"\"\""
]
},
{
@ -53,15 +102,15 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"### Deployments: Create Manually\n",
"Let's create a deployment using the `text-similarity-curie-001` engine. Create a new deployment by going to your Resource in your portal under \"Resource Management\" -> \"Deployments\"."
"### Deployments: Create manually\n",
"Let's create a deployment using the `text-similarity-curie-001` model. Create a new deployment by going to your Resource in your portal under \"Resource Management\" -> \"Model deployments\"."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### (Optional) Deployments: Create Programatically\n",
"### (Optional) Deployments: Create programatically\n",
"We can also create a deployment using code:"
]
},
@ -174,7 +223,7 @@
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
@ -188,11 +237,11 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
"version": "3.10.8"
},
"vscode": {
"interpreter": {
"hash": "365536dcbde60510dc9073d6b991cd35db2d9bac356a11f5b64279a5e6708b97"
"hash": "3a5103089ab7e7c666b279eeded403fcec76de49a40685dbdfe9f9c78ad97c17"
}
}
},