AI Agents

Example of a RAG application workflow with Webhook integration

34 nodes 3 1 Webhook
Download

Workflow Description

Example of a RAG application workflow with Webhook integration

Service Value

Ready-made workflow template for automation delivery and service execution.

Apps Used

Document Default Data Loader Text Splitter Twitter/X Vector Store Embeddings LLM Chain Gemini

Details

Trigger Webhook
Nodes 34
Apps 7
Views 3
Downloads 1

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (34)

/

Bitrix24 Handler

Webhook

#1

Credentials

Set

#2

Validate Token

If

#3

Route Event

Switch

#4

Process Message

Function

#5

Process Join

Function

#6

Process Install

Function

#7

Register Bot

HTTP Request

#8

Send Message

HTTP Request

#9

Send Join Message

HTTP Request

#10

Process Delete

No Op

#11

Success Response

Webhook

#12

Error Response

Webhook

#13

Merge parameters for Subworkflow

Merge

#14

Get a list of available storages

HTTP Request

#15

Get a list of List of Files and Folders

HTTP Request

#16

Get a list of Folders files

HTTP Request

#17

Download file

HTTP Request

#18

Default Data Loader

Document Default Data Loader

#19

Recursive Character Text Splitter

Text Splitter Recursive Character Text Splitter

#20

Split Out folder files and folders

Split Out

#21

Filter for files

Filter

#22

Move files to Vector stored folder

HTTP Request

#23

Execute Workflow Trigger

Execute Workflow Trigger

#24

Sticky Note

Sticky Note

#25

Qdrant Vector Store

Vector Store Qdrant

#26

Embeddings Ollama

Embeddings Ollama

#27

Vector Store Retriever

Retriever Vector Store

#28

Question and Answer Chain

Chain Retrieval Qa

#29

Prepare output parameters

Set

#30

Embeddings Ollama1

Embeddings Ollama

#31

Google Gemini Chat Model

Gemini Model

#32

Qdrant Vector Store1

Vector Store Qdrant

#33

Execute subworkflow

Execute Workflow

#34