发票提取小工具整合版-变量聚合器
本工作流主要是通过多模态发票模型实现多种增值税发票判断OCR提取，作者：wwwzhouhui
工作流图谱
YAML 源码
app:
description: 本工作流主要是通过多模态发票模型实现多种增值税发票判断OCR提取，作者：wwwzhouhui
icon: 🤖
icon_background: '#FFEAD5'
mode: advanced-chat
name: 发票提取小工具整合版-变量聚合器
use_icon_as_answer_icon: false
kind: app
version: 0.1.2
workflow:
conversation_variables: []
environment_variables: []
features:
file_upload:
allowed_file_extensions:
- .JPG
- .JPEG
- .PNG
- .GIF
- .WEBP
- .SVG
allowed_file_types:
- image
allowed_file_upload_methods:
- local_file
- remote_url
enabled: false
image:
enabled: false
number_limits: 3
transfer_methods:
- local_file
- remote_url
number_limits: 3
opening_statement: ''
retriever_resource:
enabled: true
sensitive_word_avoidance:
enabled: false
speech_to_text:
enabled: false
suggested_questions: []
suggested_questions_after_answer:
enabled: false
text_to_speech:
enabled: false
language: ''
voice: ''
graph:
edges:
- data:
isInIteration: false
sourceType: start
targetType: document-extractor
id: 1729851066338-source-1729851603790-target
selected: false
source: '1729851066338'
sourceHandle: source
target: '1729851603790'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: document-extractor
targetType: llm
id: 1729851603790-source-llm-target
selected: false
source: '1729851603790'
sourceHandle: source
target: llm
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: if-else
id: llm-source-1730191858003-target
selected: false
source: llm
sourceHandle: source
target: '1730191858003'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: llm
id: 1730191858003-true-1730191979948-target
selected: false
source: '1730191858003'
sourceHandle: 'true'
target: '1730191979948'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: llm
id: 1730191858003-98657baa-79e3-4af1-9b19-3daa149c0fab-17301921619230-target
selected: false
source: '1730191858003'
sourceHandle: 98657baa-79e3-4af1-9b19-3daa149c0fab
target: '17301921619230'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: llm
id: 1730191858003-dafa44fc-1c33-4060-a68a-38c5850bda96-17301923168610-target
selected: false
source: '1730191858003'
sourceHandle: dafa44fc-1c33-4060-a68a-38c5850bda96
target: '17301923168610'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: llm
id: 1730191858003-2d44a634-2764-4287-84a7-964fae566d5d-17301924021390-target
selected: false
source: '1730191858003'
sourceHandle: 2d44a634-2764-4287-84a7-964fae566d5d
target: '17301924021390'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: llm
id: 1730191858003-e0a31ca5-21fa-4ec3-8c89-734c40116f8f-17301924991430-target
selected: false
source: '1730191858003'
sourceHandle: e0a31ca5-21fa-4ec3-8c89-734c40116f8f
target: '17301924991430'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: llm
id: 1730191858003-fa4e8d8d-b178-415a-8c86-2d211b380df7-17301925812850-target
selected: false
source: '1730191858003'
sourceHandle: fa4e8d8d-b178-415a-8c86-2d211b380df7
target: '17301925812850'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: variable-aggregator
id: 1730191979948-source-1730214844929-target
source: '1730191979948'
sourceHandle: source
target: '1730214844929'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: variable-aggregator
id: 17301921619230-source-1730214844929-target
source: '17301921619230'
sourceHandle: source
target: '1730214844929'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: variable-aggregator
id: 17301923168610-source-1730214844929-target
source: '17301923168610'
sourceHandle: source
target: '1730214844929'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: variable-aggregator
id: 17301924021390-source-1730214844929-target
source: '17301924021390'
sourceHandle: source
target: '1730214844929'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: variable-aggregator
id: 17301924991430-source-1730214844929-target
source: '17301924991430'
sourceHandle: source
target: '1730214844929'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: variable-aggregator
id: 17301925812850-source-1730214844929-target
source: '17301925812850'
sourceHandle: source
target: '1730214844929'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: variable-aggregator
targetType: answer
id: 1730214844929-source-1730214939964-target
source: '1730214844929'
sourceHandle: source
target: '1730214939964'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: variable-aggregator
id: 17306982748800-source-1730214844929-target
source: '17306982748800'
sourceHandle: source
target: '1730214844929'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: llm
id: 1730191858003-3b6366ec-ad8e-476f-8918-bdd100359698-17306982748800-target
selected: false
source: '1730191858003'
sourceHandle: 3b6366ec-ad8e-476f-8918-bdd100359698
target: '17306982748800'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: answer
id: 1730191858003-false-1730192759530-target
source: '1730191858003'
sourceHandle: 'false'
target: '1730192759530'
targetHandle: target
type: custom
zIndex: 0
nodes:
- data:
desc: ''
selected: false
title: 开始
type: start
variables:
- allowed_file_extensions: []
allowed_file_types:
- image
allowed_file_upload_methods:
- local_file
- remote_url
label: file
max_length: 48
options: []
required: true
type: file
variable: file
height: 90
id: '1729851066338'
position:
x: -126.67275943419787
y: 283
positionAbsolute:
x: -126.67275943419787
y: 283
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
context:
enabled: true
variable_selector:
- '1729851066338'
- file
desc: 发票识别判断模型
memory:
query_prompt_template: ''
role_prefix:
assistant: ''
user: ''
window:
enabled: false
size: 10
model:
completion_params:
temperature: 0.7
mode: chat
name: Qwen/Qwen2-VL-72B-Instruct
provider: openai_api_compatible
prompt_template:
- id: 994d57b8-32bc-45cd-b30a-4a1481553627
role: system
text: '# Role: 发票识别专家
## Profile
- 专长: 发票类型识别、图像分析、文字识别
- 经验: 多年处理各类发票和票据的经验
- 技能: 精准识别不同类型发票的特征
## Goals
- 根据用户上传的发票图像准确识别发票类型
- 返回对应的发票类型代码
## Rules
- 仔细分析发票上的所有视觉和文字信息
- 只返回指定的发票类型代码,不做其他解释
- 如果无法确定发票类型,返回 "无法识别"
## Workflows
1. 接收用户上传的发票图像
2. 分析图像中的关键信息和特征
3. 对比不同类型发票的特征
4. 确定发票类型
5. 返回对应的类型代码
## Output Format
发票类型代码:
- 0: 增值税电子发票
- 1: 电子发票(全电发票)
- 2: 增值税普通发票-卷票
- 3: 火车票
- 4: 新版火车票-铁路电子客票
- 5: 定额发票
- 6: 出租车发票
## Examples
用户: [上传增值税电子普通发票图像]
特征: 电子版式,有"增值税电子普通发票"字样,含二维码,有密码区,有 "税局监制"字样
AI: 0
用户: [上传电子发票(普通发票)或电子发票(增值税专用发票)图像]
特征: 电子版式,有"电子发票"字样,发票号码长度有20位
AI: 1
用户: [上传增值税普通发票发票联图像]
特征: 纸质卷式,较窄,有"增值税普通发票"字样,通常为红色或蓝色
AI: 2
用户: [上传火车票图像]
特征: 磁性票,较小,包含乘车日期、车次、座位等信息
AI: 3
用户: [上传新版火车票-铁路电子客票图像]
特征: 电子版式,有"电子发票(铁路电子客票)"标志,包含乘车日期、车次、座位等信息，有发票号码，发票号码长度20位
AI: 4
...（过长已截断）