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Merged
merged 5 commits into from
Jun 24, 2022
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Merged

Add Azure AD authentication support #92

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9c2b054
Add Azure AD authentication support
t-asutedjo May 18, 2022
e457edc
Add azure_ad code examples
t-asutedjo May 25, 2022
93ccc3f
Remove debug print statement
t-asutedjo Jun 7, 2022
eabc173
Merge branch 'main' of https://github.com/openai/openai-python into a…
t-asutedjo Jun 23, 2022
cfe994c
Bump version
t-asutedjo Jun 23, 2022
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Add azure_ad code examples
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@t-asutedjo
t-asutedjo committed May 25, 2022
commit e457edc55a6fac37f9c4c0fa51ce0b88862b34f2
25 changes: 23 additions & 2 deletions README.md
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Expand Up @@ -65,13 +65,13 @@ openai.api_base = "https://example-endpoint.openai.azure.com"
openai.api_version = "2021-11-01-preview"

# create a completion
completion = openai.Completion.create(engine="deployment-namme", prompt="Hello world")
completion = openai.Completion.create(engine="deployment-name", prompt="Hello world")

# print the completion
print(completion.choices[0].text)

# create a search and pass the deployment-name as the engine Id.
search = openai.Engine(id="deployment-namme").search(documents=["White House", "hospital", "school"], query ="the president")
search = openai.Engine(id="deployment-name").search(documents=["White House", "hospital", "school"], query ="the president")

# print the search
print(search)
Expand All @@ -81,6 +81,27 @@ Please note that for the moment, the Microsoft Azure endpoints can only be used
For a detailed example on how to use fine-tuning and other operations using Azure endpoints, please check out the following Jupyter notebook:
[Using Azure fine-tuning](https://github.com/openai/openai-python/blob/main/examples/azure/finetuning.ipynb)

### Microsoft Azure Active Directory Authentication

In order to use Microsoft Active Directory to authenticate to your Azure endpoint, you need to set the api_type to "azure_ad" and pass the acquired credential token to api_key. The rest of the parameters need to be set as specified in the previous section.


```python
from azure.identity import DefaultAzureCredential
import openai

# Request credential
default_credential = DefaultAzureCredential()
token = default_credential.get_token("https://cognitiveservices.azure.com")

# Setup parameters
openai.api_type = "azure_ad"
openai.api_key = token.token
openai.api_base = "https://example-endpoint.openai.azure.com/"
openai.api_version = "2022-03-01-preview"

# ...
```
### Command-line interface

This library additionally provides an `openai` command-line utility
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33 changes: 31 additions & 2 deletions examples/azure/finetuning.ipynb
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Expand Up @@ -40,6 +40,35 @@
"openai.api_version = '2022-03-01-preview' # this may change in the future"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Microsoft Active Directory Authentication\n",
"Instead of key based authentication, you can use Active Directory to authenticate using credential tokens. Uncomment the next code section to use credential based 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\")\n",
"\n",
"openai.api_type = 'azure_ad'\n",
"openai.api_key = token.token\n",
"openai.api_version = '2022-03-01-preview' # this may change in the future\n",
"\n",
"\n",
"openai.api_base = '' # Please add your endpoint here\n",
"\"\"\""
]
},
{
"cell_type": "markdown",
"metadata": {},
Expand Down Expand Up @@ -418,10 +447,10 @@
],
"metadata": {
"interpreter": {
"hash": "1efaa68c6557ae864f04a55d1c611eb06843d0ca160c97bf33f135c19475264d"
"hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6"
},
"kernelspec": {
"display_name": "Python 3.8.10 ('openai-env')",
"display_name": "Python 3.8.10 64-bit",
"language": "python",
"name": "python3"
},
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