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587f33e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 | # Copyright 2026 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-
#
# 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.
"""
Base class for agents
"""
import re
from typing import List, Dict, Any
from abc import ABC, abstractmethod
import json_repair
from utils.config import ExpConfig
class BaseAgent(ABC):
"""Base class for agents"""
def __init__(
self,
model_name: str = "",
system_prompt: str = "",
exp_config: "ExpConfig" = None,
):
self.model_name = model_name
self.system_prompt = system_prompt
self.exp_config = exp_config
@abstractmethod
async def process(self, data: Dict[str, Any], **kwargs) -> Dict[str, Any]:
"""
Process the input data and return the result.
Args:
data: Input data dictionary
**kwargs: Additional subclass-specific parameters
Returns:
Processed data dictionary
"""
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