ragflow / agent /component /iterationitem.py
Kevin Hu
Add iteration for agent. (#4258)
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#
# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
#
# 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 abc import ABC
import pandas as pd
from agent.component.base import ComponentBase, ComponentParamBase
class IterationItemParam(ComponentParamBase):
"""
Define the IterationItem component parameters.
"""
def check(self):
return True
class IterationItem(ComponentBase, ABC):
component_name = "IterationItem"
def __init__(self, canvas, id, param: ComponentParamBase):
super().__init__(canvas, id, param)
self._idx = 0
def _run(self, history, **kwargs):
parent = self.get_parent()
ans = parent.get_input()
ans = parent._param.delimiter.join(ans["content"]) if "content" in ans else ""
ans = [a.strip() for a in ans.split(parent._param.delimiter)]
df = pd.DataFrame([{"content": ans[self._idx]}])
self._idx += 1
if self._idx >= len(ans):
self._idx = -1
return df
def end(self):
return self._idx == -1