from openai import OpenAI
client = OpenAI(
api_key=MY_API_KEY,
base_url="https://generativelanguage.googleapis.com/v1beta/"
)
stream = client.chat.completions.create(
model="gemini-2.5-pro-preview-03-25",
n=1,
messages=[
{
"role": "user",
"content": "Summarize the video"
}
],
stream=True,
stream_options={'include_usage': True},
extra_body={
'extra_body':
{
'google': {
'cached_content': "cachedContents/0000aaaa1111bbbb2222cccc3333dddd4444eeee"
}
}
}
)
for chunk in stream:
print(chunk)
print(chunk.usage.to_dict())
This is what the documentation at OpenAI compatibility | Gemini API | Google AI for Developers says. I tried replacing it with safety settings like:
“extra_body”: {
“google”: {
“safety_settings”: [
{“category”: “HARM_CATEGORY_HARASSMENT”, “threshold”: “BLOCK_NONE”},
{“category”: “HARM_CATEGORY_HATE_SPEECH”, “threshold”: “BLOCK_NONE”},
{“category”: “HARM_CATEGORY_SEXUALLY_EXPLICIT”, “threshold”: “BLOCK_MEDIUM_AND_ABOVE”},
{“category”: “HARM_CATEGORY_DANGEROUS_CONTENT”, “threshold”: “BLOCK_NONE”},
{“category”: “HARM_CATEGORY_CIVIC_INTEGRITY”, “threshold”: “BLOCK_NONE”}
]
}
}
And it does not work. Either the documentation is wrong or the backend implementation is not active yet.