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Commit 447b8d67 by ccran
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feat: 更新摘要写入；增加提取工作流；

parent d92c12a9
Showing with 14847 additions and 4 deletions
.gitignore
...@@ -12,6 +12,7 @@ ...@@ -12,6 +12,7 @@
!**/*.xlsx !**/*.xlsx
!**/*.pdf !**/*.pdf
!**/*.xls !**/*.xls
!workflow/**
!README.md !README.md
......
core/memory.py
...@@ -397,6 +397,7 @@ class MemoryStore: ...@@ -397,6 +397,7 @@ class MemoryStore:
"""Export raw facts and merged facts to Excel, upload, then delete the local file.""" """Export raw facts and merged facts to Excel, upload, then delete the local file."""
try: try:
from openpyxl import Workbook # type: ignore from openpyxl import Workbook # type: ignore
from openpyxl.styles import Alignment # type: ignore
except ImportError as exc: except ImportError as exc:
raise ImportError( raise ImportError(
"openpyxl is required for export_facts_to_excel; install via 'pip install openpyxl'" "openpyxl is required for export_facts_to_excel; install via 'pip install openpyxl'"
...@@ -409,13 +410,17 @@ class MemoryStore: ...@@ -409,13 +410,17 @@ class MemoryStore:
with self._lock: with self._lock:
wb = Workbook() wb = Workbook()
ws_facts = wb.active ws_merge_facts = wb.active
ws_facts.title = self._safe_sheet_name("合同事实")
self._append_facts_sheet(ws_facts, self.facts)
ws_merge_facts = wb.create_sheet(self._safe_sheet_name("合并事实")) ws_merge_facts.title = self._safe_sheet_name("合并事实")
self._append_merge_facts_sheet(ws_merge_facts, self.merge_facts) self._append_merge_facts_sheet(ws_merge_facts, self.merge_facts)
ws_facts = wb.create_sheet(self._safe_sheet_name("合同事实"))
self._append_facts_sheet(ws_facts, self.facts)
self._format_content_column(ws_merge_facts, Alignment)
self._format_content_column(ws_facts, Alignment)
wb.save(output_path) wb.save(output_path)
try: try:
...@@ -533,6 +538,15 @@ class MemoryStore: ...@@ -533,6 +538,15 @@ class MemoryStore:
ws.append([summary_name, self._format_summary_for_export(value)]) ws.append([summary_name, self._format_summary_for_export(value)])
@staticmethod @staticmethod
def _format_content_column(ws: Any, alignment_cls: Any) -> None:
ws.column_dimensions["A"].width = 50
ws.column_dimensions["B"].width = 200
wrap_alignment = alignment_cls(wrap_text=True, vertical="top")
for cell in ws["B"]:
cell.alignment = wrap_alignment
ws.row_dimensions[cell.row].height = None
@staticmethod
def _format_summary_for_export(value: Any, level: int = 0) -> str: def _format_summary_for_export(value: Any, level: int = 0) -> str:
indent = " " * level indent = " " * level
if isinstance(value, dict): if isinstance(value, dict):
......
core/tools/ruleset_router.py 0 → 100644
from __future__ import annotations
import json
from typing import Dict, List
from core.tool import tool, tool_func
from core.tools.segment_llm import LLMTool
from loguru import logger
AVAILABLE_RULESET_IDS = [
"合同信息提取（合同组）",
"合同信息提取（技术部）",
"合同信息提取（采购部）",
"技术协议提取（合同组）",
"技术协议提取（技术部）",
]
RULESET_ROUTER_SYSTEM_PROMPT = """
你是合同审查/信息提取系统的 ruleset_id 路由智能体。
你的任务是：根据用户的问题，从候选 ruleset_id 中选择最合适的一个。
选择原则：
1. 如果用户问题关注合同基础信息、商务条款、合同主体、金额、期限、付款、签署等合同文本信息，优先选择“合同信息提取”类规则集。
2. 如果用户问题关注技术参数、技术方案、设备规格、供货范围、验收标准、技术附件、技术协议等技术内容，优先选择“技术协议提取”类规则集。
3. 如果问题明确提到部门或使用方：
- 合同组、法务、合同管理 -> “（合同组）”
- 技术部、技术人员、技术评审 -> “（技术部）”
- 采购部、采购、供应商准入、采购流程 -> “（采购部）”
4. 如果没有明确部门：
- 合同信息提取默认选择“合同信息提取（合同组）”
- 技术协议提取默认选择“技术协议提取（技术部）”
5. 只能输出候选 ruleset_id 中的一个，不得编造。
严格输出 JSON。
"""
RULESET_ROUTER_USER_PROMPT = """
用户问题：
{question}
候选 ruleset_id：
{ruleset_ids}
请输出 JSON，格式如下：
```json
{{
"ruleset_id": "候选 ruleset_id 中的一个",
"reason": "简短说明选择原因"
}}
```
"""
@tool("ruleset_router", "根据用户问题选择 ruleset_id")
class RulesetRouterTool(LLMTool):
def __init__(self) -> None:
super().__init__(RULESET_ROUTER_SYSTEM_PROMPT)
@tool_func(
{
"type": "object",
"properties": {
"question": {"type": "string"},
},
"required": ["question"],
}
)
def run(self, question: str) -> Dict[str, str]:
normalized_question = (question or "").strip()
if not normalized_question:
return {
"ruleset_id": AVAILABLE_RULESET_IDS[0],
"reason": "用户问题为空，默认选择合同组合同信息提取规则集。",
}
user_content = RULESET_ROUTER_USER_PROMPT.format(
question=normalized_question,
ruleset_ids=json.dumps(AVAILABLE_RULESET_IDS, ensure_ascii=False),
)
try:
resp = self.run_with_loop(self.chat_async(self.build_messages(user_content)))
data = self.parse_first_json(resp)
ruleset_id = str(data.get("ruleset_id", "")).strip()
reason = str(data.get("reason", "")).strip()
if ruleset_id in AVAILABLE_RULESET_IDS:
return {"ruleset_id": ruleset_id, "reason": reason}
except Exception as exc:
logger.error("Ruleset router LLM failed, fallback to keyword route: %s", exc)
return self._fallback_route(normalized_question)
def _fallback_route(self, question: str) -> Dict[str, str]:
if any(keyword in question for keyword in ["技术协议", "技术", "参数", "规格", "验收标准", "供货范围"]):
if any(keyword in question for keyword in ["合同组", "法务", "合同管理"]):
return {
"ruleset_id": "技术协议提取（合同组）",
"reason": "问题涉及技术协议内容，并提到合同组相关场景。",
}
return {
"ruleset_id": "技术协议提取（技术部）",
"reason": "问题涉及技术协议或技术内容，默认选择技术部规则集。",
}
if any(keyword in question for keyword in ["采购部", "采购", "供应商"]):
return {
"ruleset_id": "合同信息提取（采购部）",
"reason": "问题涉及采购或供应商相关场景。",
}
if any(keyword in question for keyword in ["技术部", "技术人员", "技术评审"]):
return {
"ruleset_id": "合同信息提取（技术部）",
"reason": "问题涉及技术部相关场景。",
}
return {
"ruleset_id": "合同信息提取（合同组）",
"reason": "问题未明确部门或技术协议场景，默认选择合同组合同信息提取规则集。",
}
if __name__ == "__main__":
tool = RulesetRouterTool()
print(tool.run("帮我提取技术协议里的设备参数"))
data/rules.xlsx
No preview for this file type
main.py
...@@ -28,6 +28,7 @@ from core.tools.retrieve_reference import RetrieveReferenceTool ...@@ -28,6 +28,7 @@ from core.tools.retrieve_reference import RetrieveReferenceTool
from core.tools.reflect_retry import ReflectRetryTool from core.tools.reflect_retry import ReflectRetryTool
from core.tools.segment_merger import SegmentMergerTool from core.tools.segment_merger import SegmentMergerTool
from core.tools.fact_merger import FactMergerTool from core.tools.fact_merger import FactMergerTool
from core.tools.ruleset_router import RulesetRouterTool
from core.memory import Finding from core.memory import Finding
from core.memory import FINDING_KEY_MERGE, FINDING_KEY_REFLECT, FINDING_KEY_REVIEW from core.memory import FINDING_KEY_MERGE, FINDING_KEY_REFLECT, FINDING_KEY_REVIEW
...@@ -42,6 +43,7 @@ reference_tool = RetrieveReferenceTool() ...@@ -42,6 +43,7 @@ reference_tool = RetrieveReferenceTool()
reflect_tool = ReflectRetryTool() reflect_tool = ReflectRetryTool()
merger_tool = SegmentMergerTool() merger_tool = SegmentMergerTool()
fact_merger_tool = FactMergerTool() fact_merger_tool = FactMergerTool()
ruleset_router_tool = RulesetRouterTool()
@app.post("/sleep") @app.post("/sleep")
...@@ -72,6 +74,30 @@ class DocumentParseResponse(BaseModel): ...@@ -72,6 +74,30 @@ class DocumentParseResponse(BaseModel):
file_name: Optional[str] = None file_name: Optional[str] = None
class RulesetRouteRequest(BaseModel):
question: str = Field(..., description="User question used to select ruleset_id")
class RulesetRouteResponse(BaseModel):
question: str
ruleset_id: str
reason: str = ""
@app.post("/rulesets/route", response_model=RulesetRouteResponse)
def route_ruleset(payload: RulesetRouteRequest) -> RulesetRouteResponse:
question = (payload.question or "").strip()
if not question:
raise HTTPException(status_code=400, detail="question cannot be empty")
result = ruleset_router_tool.run(question)
return RulesetRouteResponse(
question=question,
ruleset_id=result.get("ruleset_id", ""),
reason=result.get("reason", ""),
)
@app.post("/documents/parse", response_model=DocumentParseResponse) @app.post("/documents/parse", response_model=DocumentParseResponse)
async def parse_document(payload: DocumentParseRequest) -> DocumentParseResponse: async def parse_document(payload: DocumentParseRequest) -> DocumentParseResponse:
if not payload.urls: if not payload.urls:
......
workflow/合同审查Agent-B类（新版本）.json 0 → 100644
{
{
"nodes": [
{
"nodeId": "userGuide",
"name": "common:core.module.template.system_config",
"intro": "common:core.module.template.system_config_info",
"avatar": "core/workflow/template/systemConfig",
"flowNodeType": "userGuide",
"position": {
"x": -877.2610147866768,
"y": -740.2425089712453
},
"version": "481",
"inputs": [
{
"key": "welcomeText",
"renderTypeList": [
"hidden"
],
"valueType": "string",
"label": "core.app.Welcome Text",
"value": ""
},
{
"key": "variables",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"label": "core.app.Chat Variable",
"value": []
},
{
"key": "questionGuide",
"valueType": "any",
"renderTypeList": [
"hidden"
],
"label": "core.app.Question Guide",
"value": {
"open": false
}
},
{
"key": "tts",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"label": "",
"value": {
"type": "web"
}
},
{
"key": "whisper",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"label": "",
"value": {
"open": false,
"autoSend": false,
"autoTTSResponse": false
}
},
{
"key": "scheduleTrigger",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"label": "",
"value": null
},
{
"key": "showToolCall",
"valueType": "boolean",
"renderTypeList": [
"hidden"
],
"label": "core.app.Chat showCallTools",
"value": true
}
],
"outputs": []
},
{
"nodeId": "448745",
"name": "common:core.module.template.work_start",
"intro": "",
"avatar": "core/workflow/template/workflowStart",
"flowNodeType": "workflowStart",
"position": {
"x": 66.30847643798234,
"y": -750.3733286176034
},
"version": "481",
"inputs": [
{
"key": "userChatInput",
"renderTypeList": [
"reference",
"textarea"
],
"valueType": "string",
"label": "workflow:user_question",
"required": true,
"toolDescription": "用户问题",
"debugLabel": ""
}
],
"outputs": [
{
"id": "userChatInput",
"key": "userChatInput",
"label": "common:core.module.input.label.user question",
"type": "static",
"valueType": "string",
"description": ""
},
{
"id": "userFiles",
"key": "userFiles",
"label": "app:workflow.user_file_input",
"description": "app:workflow.user_file_input_desc",
"type": "static",
"valueType": "arrayString"
}
]
},
{
"nodeId": "o7b0axI8mmI9pA2A",
"name": "对话ID生成",
"intro": "可以发出一个 HTTP 请求，实现更为复杂的操作（联网搜索、数据库查询等）",
"avatar": "core/workflow/template/httpRequest",
"flowNodeType": "httpRequest468",
"showStatus": true,
"position": {
"x": 673.6636470725568,
"y": -794.3398978447234
},
"version": "481",
"inputs": [
{
"key": "system_addInputParam",
"renderTypeList": [
"addInputParam"
],
"valueType": "dynamic",
"label": "",
"required": false,
"description": "common:core.module.input.description.HTTP Dynamic Input",
"customInputConfig": {
"selectValueTypeList": [
"string",
"number",
"boolean",
"object",
"arrayString",
"arrayNumber",
"arrayBoolean",
"arrayObject",
"arrayAny",
"any",
"chatHistory",
"datasetQuote",
"dynamic",
"selectDataset",
"selectApp"
],
"showDescription": false,
"showDefaultValue": true
},
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpMethod",
"renderTypeList": [
"custom"
],
"valueType": "string",
"label": "",
"value": "POST",
"required": true,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpTimeout",
"renderTypeList": [
"custom"
],
"valueType": "number",
"label": "",
"value": 30,
"min": 5,
"max": 600,
"required": true,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpReqUrl",
"renderTypeList": [
"hidden"
],
"valueType": "string",
"label": "",
"description": "common:core.module.input.description.Http Request Url",
"placeholder": "https://api.ai.com/getInventory",
"required": false,
"value": "http://172.21.107.45:18169/conversations/new",
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpHeader",
"renderTypeList": [
"custom"
],
"valueType": "any",
"value": [],
"label": "",
"description": "common:core.module.input.description.Http Request Header",
"placeholder": "common:core.module.input.description.Http Request Header",
"required": false,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpParams",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"value": [],
"label": "",
"required": false,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpJsonBody",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"value": "",
"label": "",
"required": false,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpFormBody",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"value": [],
"label": "",
"required": false,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpContentType",
"renderTypeList": [
"hidden"
],
"valueType": "string",
"value": "json",
"label": "",
"required": false,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_header_secret",
"renderTypeList": [
"hidden"
],
"valueType": "object",
"label": "",
"required": false,
"debugLabel": "",
"toolDescription": "",
"customInputConfig": {
"selectValueTypeList": [
"string",
"number",
"boolean",
"object",
"arrayString",
"arrayNumber",
"arrayBoolean",
"arrayObject",
"arrayAny",
"any",
"chatHistory",
"datasetQuote",
"dynamic",
"selectDataset",
"selectApp"
],
"showDescription": false,
"showDefaultValue": true
}
}
],
"outputs": [
{
"id": "error",
"key": "error",
"label": "workflow:request_error",
"description": "HTTP请求错误信息，成功时返回空",
"valueType": "object",
"type": "static"
},
{
"id": "httpRawResponse",
"key": "httpRawResponse",
"required": true,
"label": "workflow:raw_response",
"description": "HTTP请求的原始响应。只能接受字符串或JSON类型响应数据。",
"valueType": "any",
"type": "static"
},
{
"id": "system_addOutputParam",
"key": "system_addOutputParam",
"type": "dynamic",
"valueType": "dynamic",
"label": "输出字段提取",
"customFieldConfig": {
"selectValueTypeList": [
"string",
"number",
"boolean",
"object",
"arrayString",
"arrayNumber",
"arrayBoolean",
"arrayObject",
"arrayAny",
"any",
"chatHistory",
"datasetQuote",
"dynamic",
"selectDataset",
"selectApp"
],
"showDescription": false,
"showDefaultValue": false
},
"description": "可以通过 JSONPath 语法来提取响应值中的指定字段",
"valueDesc": ""
},
{
"id": "cr1MwXPAoZyXNFtO",
"valueType": "string",
"type": "dynamic",
"key": "conversation_id",
"label": "conversation_id"
},
{
"id": "izcKTGgb1TTt8nrA",
"valueType": "string",
"type": "dynamic",
"key": "created_at",
"label": "created_at"
}
]
},
{
"nodeId": "kTiATZcdlQS9AJfh",
"name": "指定回复",
"intro": "该模块可以直接回复一段指定的内容。常用于引导、提示。非字符串内容传入时，会转成字符串进行输出。",
"avatar": "core/workflow/template/reply",
"flowNodeType": "answerNode",
"position": {
"x": 1678.9022047942815,
"y": -1238.0066186149727
},
"version": "481",
"inputs": [
{
"key": "text",
"renderTypeList": [
"textarea",
"reference"
],
"valueType": "any",
"required": true,
"label": "common:core.module.input.label.Response content",
"description": "common:core.module.input.description.Response content",
"placeholder": "common:core.module.input.description.Response content",
"value": "对话ID：{{$o7b0axI8mmI9pA2A.cr1MwXPAoZyXNFtO$}}\n时间：{{$o7b0axI8mmI9pA2A.izcKTGgb1TTt8nrA$}}",
"selectedTypeIndex": 0,
"debugLabel": "",
"toolDescription": ""
}
],
"outputs": []
},
{
"nodeId": "qyDbIILN5lTVAtwL",
"name": "变量更新",
"intro": "可以更新指定节点的输出值或更新全局变量",
"avatar": "core/workflow/template/variableUpdate",
"flowNodeType": "variableUpdate",
"showStatus": false,
"position": {
"x": 1781.7722098620077,
"y": -640.884800511195
},
"version": "481",
"inputs": [
{
"key": "updateList",
"valueType": "any",
"label": "",
"renderTypeList": [
"hidden"
],
"value": [
{
"variable": [
"VARIABLE_NODE_ID",
"conversation_id"
],
"value": [
"o7b0axI8mmI9pA2A",
"cr1MwXPAoZyXNFtO"
],
"valueType": "string",
"renderType": "reference"
}
],
"debugLabel": "",
"toolDescription": ""
}
],
"outputs": []
},
{
"nodeId": "dnb66tJORbeMkyJN",
"name": "文档解析",
"intro": "可以发出一个 HTTP 请求，实现更为复杂的操作（联网搜索、数据库查询等）",
"avatar": "core/workflow/template/httpRequest",
"flowNodeType": "httpRequest468",
"showStatus": true,
"position": {
"x": 2537.288007839842,
"y": -1271.2772207602402
},
"version": "481",
"inputs": [
{
"key": "system_addInputParam",
"renderTypeList": [
"addInputParam"
],
"valueType": "dynamic",
"label": "",
"required": false,
"description": "common:core.module.input.description.HTTP Dynamic Input",
"customInputConfig": {
"selectValueTypeList": [
"string",
"number",
"boolean",
"object",
"arrayString",
"arrayNumber",
"arrayBoolean",
"arrayObject",
"arrayAny",
"any",
"chatHistory",
"datasetQuote",
"dynamic",
"selectDataset",
"selectApp"
],
"showDescription": false,
"showDefaultValue": true
},
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpMethod",
"renderTypeList": [
"custom"
],
"valueType": "string",
"label": "",
"value": "POST",
"required": true,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpTimeout",
"renderTypeList": [
"custom"
],
"valueType": "number",
"label": "",
"value": 600,
"min": 5,
"max": 600,
"required": true,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpReqUrl",
"renderTypeList": [
"hidden"
],
"valueType": "string",
"label": "",
"description": "common:core.module.input.description.Http Request Url",
"placeholder": "https://api.ai.com/getInventory",
"required": false,
"value": "http://172.21.107.45:18169/documents/parse",
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpHeader",
"renderTypeList": [
"custom"
],
"valueType": "any",
"value": [],
"label": "",
"description": "common:core.module.input.description.Http Request Header",
"placeholder": "common:core.module.input.description.Http Request Header",
"required": false,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpParams",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"value": [],
"label": "",
"required": false,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpJsonBody",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"value": "{\n\"urls\":{{$448745.userFiles$}},\n\"conversation_id\":\"{{$VARIABLE_NODE_ID.conversation_id$}}\",\n\"ruleset_id\":\"{{$VARIABLE_NODE_ID.rulese_id$}}\"\n}",
"label": "",
"required": false,
"debugLabel": "",
"toolDescription": ""
},
{
"key": "system_httpFormBody",
"renderTypeList": [
"hidden"
],
"valueType": "any",
"value": [
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}
],
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{
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},
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}
\ No newline at end of file
workflow/合同审查Agent（新版本）.json 0 → 100644
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{
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"name": "分段审查",
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{
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],
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{
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\ No newline at end of file
workflow/合同提取（新版本）.json 0 → 100644
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\ No newline at end of file
workflow/技术协议提取（新版本）.json 0 → 100644
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],
"outputs": [
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"id": "error",
"key": "error",
"label": "workflow:request_error",
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{
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},
{
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{
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},
{
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}
],
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"valueType": "object",
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],
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],
"outputs": [
{
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"key": "loopStartIndex",
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],
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{
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"name": "记忆输出",
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"avatar": "core/workflow/template/reply",
"flowNodeType": "answerNode",
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],
"outputs": []
},
{
"nodeId": "v7v3dWPFEySgk5Wk",
"name": "导出记忆",
"intro": "可以发出一个 HTTP 请求，实现更为复杂的操作（联网搜索、数据库查询等）",
"avatar": "core/workflow/template/httpRequest",
"flowNodeType": "httpRequest468",
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"version": "481",
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{
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],
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}
],
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{
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"key": "error",
"label": "workflow:request_error",
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"valueType": "object",
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{
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{
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\ No newline at end of file
workflow/通用合同法律顾问（新版本）.json 0 → 100644
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],
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"name": "分段合并",
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{
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"value": "http://192.168.252.71:18169/segments/review/merger",
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},
{
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}
}
],
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{
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{
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},
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"valueDesc": ""
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{
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},
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"avatar": "core/workflow/template/reply",
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"value": "- 分段[{{$sZfiNMxoDkB0aa54.loopStartInput$}}]合并结束...\n",
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}
],
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}
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}
\ No newline at end of file
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