ragflow/agent/component/iteration.py
Kevin Hu 249296e417
Feat: API supports toc_enhance. (#11437)
### What problem does this PR solve?

Close #11433

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2025-11-21 14:51:58 +08:00

72 lines
2.3 KiB
Python

#
# 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
from agent.component.base import ComponentBase, ComponentParamBase
"""
class VariableModel(BaseModel):
data_type: Annotated[Literal["string", "number", "Object", "Boolean", "Array<string>", "Array<number>", "Array<object>", "Array<boolean>"], Field(default="Array<string>")]
input_mode: Annotated[Literal["constant", "variable"], Field(default="constant")]
value: Annotated[Any, Field(default=None)]
model_config = ConfigDict(extra="forbid")
"""
class IterationParam(ComponentParamBase):
"""
Define the Iteration component parameters.
"""
def __init__(self):
super().__init__()
self.items_ref = ""
self.variable={}
def get_input_form(self) -> dict[str, dict]:
return {
"items": {
"type": "json",
"name": "Items"
}
}
def check(self):
return True
class Iteration(ComponentBase, ABC):
component_name = "Iteration"
def get_start(self):
for cid in self._canvas.components.keys():
if self._canvas.get_component(cid)["obj"].component_name.lower() != "iterationitem":
continue
if self._canvas.get_component(cid)["parent_id"] == self._id:
return cid
def _invoke(self, **kwargs):
if self.check_if_canceled("Iteration processing"):
return
arr = self._canvas.get_variable_value(self._param.items_ref)
if not isinstance(arr, list):
self.set_output("_ERROR", self._param.items_ref + " must be an array, but its type is "+str(type(arr)))
def thoughts(self) -> str:
return "Need to process {} items.".format(len(self._canvas.get_variable_value(self._param.items_ref)))