# Copyright 2025 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.
"""Gemini simulation module to match the original cache key signatures."""

from cache_manager import intake_cache as cache
from llm_client import gemma_roleplay


@cache.memoize()
def gemini_get_text_response(
    prompt: str,
    stop_sequences: list = None,
    temperature: float = 0.1,
    max_output_tokens: int = 4000,
    top_p: float = 0.8,
    top_k: int = 10,
):
    """Checks cache first via memoization. On cache miss, calls Gemma roleplay."""
    messages = [{"role": "user", "content": prompt}]
    return gemma_roleplay.chat_completion(
        messages=messages,
        temperature=temperature,
        max_tokens=max_output_tokens,
        stream=False,
    )