本文主要介绍我们依靠dify的工作流来建立一个智能文档助手，让AI帮我们处理文档。
工作流类型：chatflow
工作流dsl
app:
description: ''
icon: 🤖
icon_background: '#FFEAD5'
mode: advanced-chat
name: 智能文档助手
use_icon_as_answer_icon: false
dependencies:
- current_identifier: null
type: marketplace
value:
marketplace_plugin_unique_identifier: langgenius/volcengine_maas:0.0.7@f8e44422cfa5b9a6ac1f2d3b43ef1069868efdad1e5cec2590de3f53ceac37b0
- current_identifier: null
type: marketplace
value:
marketplace_plugin_unique_identifier: langgenius/siliconflow:0.0.8@217f973bd7ced1b099c2f0c669f1356bdf4cc38b8372fd58d7874f9940b95de3
kind: app
version: 0.1.5
workflow:
conversation_variables: []
environment_variables: []
features:
file_upload:
allowed_file_extensions: []
allowed_file_types:
- image
- document
allowed_file_upload_methods:
- remote_url
- local_file
enabled: true
fileUploadConfig:
audio_file_size_limit: 500
batch_count_limit: 50
file_size_limit: 1024
image_file_size_limit: 1000
video_file_size_limit: 10000
workflow_file_upload_limit: 10
image:
enabled: false
number_limits: 3
transfer_methods:
- local_file
- remote_url
number_limits: 5
opening_statement: 您好，我是智能文档助手，请问有什么可以帮助您的吗？
retriever_resource:
enabled: true
sensitive_word_avoidance:
enabled: false
speech_to_text:
enabled: false
suggested_questions:
- 你能处理那些文档格式？
suggested_questions_after_answer:
enabled: false
text_to_speech:
enabled: false
language: ''
voice: ''
graph:
edges:
- data:
isInIteration: false
sourceType: if-else
targetType: document-extractor
id: 1739410798078-081a8428-2827-4d33-b53d-1d91a9d95422-1739408738723-target
source: '1739410798078'
sourceHandle: 081a8428-2827-4d33-b53d-1d91a9d95422
target: '1739408738723'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: document-extractor
targetType: llm
id: 1739408738723-source-1739411157995-target
source: '1739408738723'
sourceHandle: source
target: '1739411157995'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: llm
id: 1739410798078-true-1739411216762-target
source: '1739410798078'
sourceHandle: 'true'
target: '1739411216762'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: answer
id: 1739411216762-source-1739411366521-target
source: '1739411216762'
sourceHandle: source
target: '1739411366521'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: answer
id: 1739411157995-source-1739411368737-target
source: '1739411157995'
sourceHandle: source
target: '1739411368737'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: list-operator
id: 1739410798078-e6cf6613-e3a1-4295-ac4c-06bbccd1cf0a-1739411882591-target
source: '1739410798078'
sourceHandle: e6cf6613-e3a1-4295-ac4c-06bbccd1cf0a
target: '1739411882591'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: if-else
targetType: list-operator
id: 1739410798078-e6cf6613-e3a1-4295-ac4c-06bbccd1cf0a-1739411885505-target
source: '1739410798078'
sourceHandle: e6cf6613-e3a1-4295-ac4c-06bbccd1cf0a
target: '1739411885505'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: list-operator
targetType: document-extractor
id: 1739411882591-source-1739412083660-target
source: '1739411882591'
sourceHandle: source
target: '1739412083660'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: document-extractor
targetType: llm
id: 1739412083660-source-1739412110533-target
source: '1739412083660'
sourceHandle: source
target: '1739412110533'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: list-operator
targetType: llm
id: 1739411885505-source-1739412110533-target
source: '1739411885505'
sourceHandle: source
target: '1739412110533'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
sourceType: llm
targetType: answer
id: 1739412110533-source-1739412321117-target
source: '1739412110533'
sourceHandle: source
target: '1739412321117'
targetHandle: target
type: custom
zIndex: 0
- data:
isInIteration: false
isInLoop: false
sourceType: start
targetType: if-else
id: 1739408327565-source-1742742533945-target
source: '1739408327565'
sourceHandle: source
target: '1742742533945'
targetHandle: target
type: custom
zIndex: 0
- data:
isInLoop: false
sourceType: if-else
targetType: if-else
id: 1742742533945-true-1739410798078-target
source: '1742742533945'
sourceHandle: 'true'
target: '1739410798078'
targetHandle: target
type: custom
zIndex: 0
- data:
isInLoop: false
sourceType: if-else
targetType: answer
id: 1742742533945-false-1742741890616-target
source: '1742742533945'
sourceHandle: 'false'
target: '1742741890616'
targetHandle: target
type: custom
zIndex: 0
- data:
isInLoop: false
sourceType: if-else
targetType: answer
id: 1739410798078-false-1739412788403-target
source: '1739410798078'
sourceHandle: 'false'
target: '1739412788403'
targetHandle: target
type: custom
zIndex: 0
nodes:
- data:
desc: ''
selected: false
title: 开始
type: start
variables: []
height: 54
id: '1739408327565'
position:
x: 342.4459525591933
y: 239.39968917534105
positionAbsolute:
x: 342.4459525591933
y: 239.39968917534105
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
desc: ''
is_array_file: true
selected: false
title: 文档提取器1
type: document-extractor
variable_selector:
- sys
- files
height: 92
id: '1739408738723'
position:
x: 938
y: 371.5
positionAbsolute:
x: 938
y: 371.5
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
cases:
- case_id: e6cf6613-e3a1-4295-ac4c-06bbccd1cf0a
conditions:
- comparison_operator: contains
id: aa476e0b-147d-4e37-898c-12c6d8d119e4
sub_variable_condition:
case_id: 7805d72e-618a-48dc-9c79-b8b5fbebcfcf
conditions:
- comparison_operator: in
id: 0f2b7656-ae17-44a5-95c7-b7d71764a7db
key: type
value:
- image
varType: string
logical_operator: and
value: ''
varType: array[file]
variable_selector:
- sys
- files
- comparison_operator: contains
id: 534fe900-1b39-4a01-9e15-013899329857
sub_variable_condition:
case_id: 72a0b7a7-4de8-44ea-b465-cd5ba1095dc3
conditions:
- comparison_operator: in
id: 931696ee-0f50-4296-88d1-cc7a157d2371
key: type
value:
- document
varType: string
logical_operator: and
value: ''
varType: array[file]
variable_selector:
- sys
- files
id: e6cf6613-e3a1-4295-ac4c-06bbccd1cf0a
logical_operator: and
- case_id: 'true'
conditions:
- comparison_operator: all of
id: 0b3ca692-5909-4da6-a52c-d7a507a00b47
sub_variable_condition:
case_id: a0593f8a-2734-4be8-ae3f-24cd96eab922
conditions:
- comparison_operator: in
id: c80f5fe4-d50c-429d-9f6a-bb66b88a7348
key: type
value:
- image
varType: string
logical_operator: and
value: ''
varType: array[file]
variable_selector:
- sys
- files
id: 'true'
logical_operator: and
- case_id: 081a8428-2827-4d33-b53d-1d91a9d95422
conditions:
- comparison_operator: all of
id: a2ac4e5f-e668-41c5-b41e-008cd8d7cf0d
sub_variable_condition:
case_id: 68864dd6-97c1-4e40-bb22-990df56da205
conditions:
- comparison_operator: in
id: e6a3b399-761b-426e-b69d-b729ed656492
key: type
value:
- document
varType: string
logical_operator: and
value: ''
varType: array[file]
variable_selector:
- sys
- files
id: 081a8428-2827-4d33-b53d-1d91a9d95422
logical_operator: and
desc: ''
selected: false
title: 判定文件类型
type: if-else
height: 344
id: '1739410798078'
position:
x: 634
y: 371.5
positionAbsolute:
x: 634
y: 371.5
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
context:
enabled: false
variable_selector: []
desc: ''
model:
completion_params:
temperature: 0.7
mode: chat
name: DeepSeek-R1
provider: langgenius/volcengine_maas/volcengine_maas
prompt_template:
- id: db97dc68-20ae-48b3-b157-faf9239a83cc
role: system
text: 根据{{#1739408738723.text#}}并结合{{#sys.query#}}回答
selected: false
title: 语言回答LLM
type: llm
variables: []
vision:
enabled: false
height: 90
id: '1739411157995'
position:
x: 1242
y: 371.5
positionAbsolute:
x: 1242
y: 371.5
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
context:
enabled: false
variable_selector: []
desc: ''
model:
completion_params:
temperature: 0.7
mode: chat
name: Qwen/Qwen2-VL-72B-Instruct
provider: langgenius/siliconflow/siliconflow
prompt_template:
- id: 47f39c20-55d3-48a3-b3cb-68b11f9e4a2c
role: system
text: 结合{{#sys.query#}}回答
selected: false
title: 图片识别LLM
type: llm
variables: []
vision:
configs:
detail: high
variable_selector:
- sys
- files
enabled: true
height: 90
id: '1739411216762'
position:
x: 938
y: 508.1956214788397
positionAbsolute:
x: 938
y: 508.1956214788397
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
answer: '{{#1739411216762.text#}}'
desc: ''
selected: false
title: 图片识别回答
type: answer
variables: []
height: 105
id: '1739411366521'
position:
x: 1242
y: 500.5
positionAbsolute:
x: 1242
y: 500.5
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
answer: '{{#1739411157995.text#}}'
desc: ''
selected: false
title: 文档识别回答
type: answer
variables: []
height: 105
id: '1739411368737'
position:
x: 1546
y: 371.5
positionAbsolute:
x: 1546
y: 371.5
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
desc: ''
extract_by:
enabled: false
serial: '1'
filter_by:
conditions:
- comparison_operator: is
key: extension
value: xlsx
enabled: true
item_var_type: file
limit:
enabled: false
size: 10
order_by:
enabled: false
key: ''
value: asc
selected: false
title: 文档
type: list-operator
var_type: array[file]
variable:
- sys
- files
height: 92
id: '1739411882591'
position:
x: 938
y: 644.5
positionAbsolute:
x: 938
y: 644.5
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
desc: ''
extract_by:
enabled: false
serial: '1'
filter_by:
conditions:
- comparison_operator: in
key: type
value:
- image
enabled: true
item_var_type: file
limit:
enabled: false
size: 10
order_by:
enabled: false
key: ''
value: asc
selected: false
title: 图片
type: list-operator
var_type: array[file]
variable:
- sys
- files
height: 92
id: '1739411885505'
position:
x: 1242
y: 861
positionAbsolute:
x: 1242
y: 861
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
desc: ''
is_array_file: true
selected: false
title: 文档提取器2
type: document-extractor
variable_selector:
- '1739411882591'
- result
height: 92
id: '1739412083660'
position:
x: 1242
y: 644.5
positionAbsolute:
x: 1242
y: 644.5
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
context:
enabled: false
variable_selector: []
desc: ''
model:
completion_params:
temperature: 0.7
mode: chat
name: Qwen/QVQ-72B-Preview
provider: langgenius/siliconflow/siliconflow
prompt_template:
- id: 6cba9988-bdd8-4177-a622-f607429f7a0a
role: system
text: 请根据{{#sys.query#}}结合{{#1739412083660.text#}}回答
selected: false
title: 图片+文档LLM
type: llm
variables: []
vision:
configs:
detail: high
variable_selector:
- '1739411885505'
- result
enabled: true
height: 90
id: '1739412110533'
position:
x: 1546
y: 653
positionAbsolute:
x: 1546
y: 653
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
answer: '{{#1739412110533.text#}}/'
desc: ''
selected: false
title: '文档+图片回复 '
type: answer
variables: []
height: 105
id: '1739412321117'
position:
x: 1550.624647095626
y: 824.8207615585536
positionAbsolute:
x: 1550.624647095626
y: 824.8207615585536
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
answer: 抱歉，目前不支持！
desc: ''
selected: false
title: 拒绝
type: answer
variables: []
height: 102
id: '1739412788403'
position:
x: 938
y: 824.8207615585536
positionAbsolute:
x: 938
y: 824.8207615585536
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
answer: 请上传文件后继续！
desc: ''
selected: false
title: 提示未上传文档
type: answer
variables: []
height: 102
id: '1742741890616'
position:
x: 342.4459525591933
y: 722.5613947045256
positionAbsolute:
x: 342.4459525591933
y: 722.5613947045256
selected: true
sourcePosition: right
targetPosition: left
type: custom
width: 244
- data:
cases:
- case_id: 'true'
conditions:
- comparison_operator: not empty
id: bd99081a-cda1-45c4-972f-5685f90f677c
value: ''
varType: array[file]
variable_selector:
- sys
- files
id: 'true'
logical_operator: and
desc: ''
selected: false
title: 判定是否存在文件
type: if-else
height: 126
id: '1742742533945'
position:
x: 336.297396709994
y: 371.5
positionAbsolute:
x: 336.297396709994
y: 371.5
selected: false
sourcePosition: right
targetPosition: left
type: custom
width: 244
viewport:
x: -94.94595255919339
y: -425.5613947045257
zoom: 1.0000000000000002运行效果如下：
点击运行：在聊天窗口上传文档即可，然后对他进行提问，他就会自动整理文档了。
还没有评论，来说两句吧...