Thanks to visit codestin.com
Credit goes to github.com

Skip to content

Add more enum samples. #543

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 2 commits into from
Sep 9, 2024
Merged

Add more enum samples. #543

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
165aeb0
Add more enum samples
MarkDaoust Sep 9, 2024
7e617bc
format
MarkDaoust Sep 9, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
69 changes: 69 additions & 0 deletions samples/controlled_generation.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -73,6 +73,34 @@ class Choice(enum.Enum):
print(result) # "Keyboard"
# [END json_enum]

def test_enum_in_json(self):
# [START enum_in_json]
import enum
from typing_extensions import TypedDict

class Grade(enum.Enum):
A_PLUS = "a+"
A = "a"
B = "b"
C = "c"
D = "d"
F = "f"

class Recipe(TypedDict):
recipe_name: str
grade: Grade

model = genai.GenerativeModel("gemini-1.5-pro-latest")

result = model.generate_content(
"List about 10 cookie recipes, grade them based on popularity",
generation_config=genai.GenerationConfig(
response_mime_type="application/json", response_schema=list[Recipe]
),
)
print(result) # [{"grade": "a+", "recipe_name": "Chocolate Chip Cookies"}, ...]
# [END enum_in_json]

def test_json_enum_raw(self):
# [START json_enum_raw]
model = genai.GenerativeModel("gemini-1.5-pro-latest")
Expand All @@ -91,6 +119,47 @@ def test_json_enum_raw(self):
print(result) # "Keyboard"
# [END json_enum_raw]

def test_x_enum(self):
# [START x_enum]
import enum

class Choice(enum.Enum):
PERCUSSION = "Percussion"
STRING = "String"
WOODWIND = "Woodwind"
BRASS = "Brass"
KEYBOARD = "Keyboard"

model = genai.GenerativeModel("gemini-1.5-pro-latest")

organ = genai.upload_file(media / "organ.jpg")
result = model.generate_content(
["What kind of instrument is this:", organ],
generation_config=genai.GenerationConfig(
response_mime_type="text/x.enum", response_schema=Choice
),
)
print(result) # "Keyboard"
# [END x_enum]

def test_x_enum_raw(self):
# [START x_enum_raw]
model = genai.GenerativeModel("gemini-1.5-pro-latest")

organ = genai.upload_file(media / "organ.jpg")
result = model.generate_content(
["What kind of instrument is this:", organ],
generation_config=genai.GenerationConfig(
response_mime_type="text/x.enum",
response_schema={
"type": "STRING",
"enum": ["Percussion", "String", "Woodwind", "Brass", "Keyboard"],
},
),
)
print(result) # "Keyboard"
# [END x_enum_raw]


if __name__ == "__main__":
absltest.main()
Loading