configure_model_parameters.py

# -*- coding: utf-8 -*-
# Copyright 2023 Google LLC
#
# 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_configure_model(self):
        # [START configure_model_parameters]
        model = genai.GenerativeModel("gemini-1.5-flash")
        response = model.generate_content(
            "Tell me a story about a magic backpack.",
            generation_config=genai.types.GenerationConfig(
                # Only one candidate for now.
                candidate_count=1,
                stop_sequences=["x"],
                max_output_tokens=20,
                temperature=1.0,
            ),
        )

        print(response.text)
        # [END configure_model_parameters]


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