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controlled_generation.py
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controlled_generation.py
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#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from absl.testing import absltest
import google.generativeai as genai
class UnitTests(absltest.TestCase):
def test_json_controlled_generation(self):
# [START json_controlled_generation]
import typing_extensions as typing
class Recipe(typing.TypedDict):
recipe_name: str
model = genai.GenerativeModel("gemini-1.5-pro-latest")
result = model.generate_content(
"List a few popular cookie recipes.",
generation_config=genai.GenerationConfig(
response_mime_type="application/json", response_schema=list([Recipe])
),
)
print(result)
# [END json_controlled_generation]
def test_json_no_schema(self):
# [START json_no_schema]
model = genai.GenerativeModel("gemini-1.5-pro-latest")
prompt = """List a few popular cookie recipes using this JSON schema:
Recipe = {'recipe_name': str}
Return: list[Recipe]"""
result = model.generate_content(prompt)
print(result)
# [END json_no_schema]
if __name__ == "__main__":
absltest.main()