AI Agents

Email with semantic and structured RAG, using Telegram and

20 nodes 8 8 Automatic trigger
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Workflow Description

Email with semantic and structured RAG, using Telegram and

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

Telegram Split In Batches Chat Trigger Vector Store Tool Embeddings Memory AI Agent OpenAI

Details

Trigger Automatic trigger
Nodes 20
Apps 9
Views 8
Downloads 8

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 (20)

/

Telegram Trigger

Set

#1

Loop Over Items

Split In Batches

#2

Came from Telegram?

If

#3

When chat message received

Chat Trigger

#4

Postgres PGVector Store

Vector Store P G Vector

#5

Call the SQL composer Workflow

Tool Workflow

#6

Embeddings Ollama

Embeddings Ollama

#7

Beautify chat response

Set

#8

Split text into chunks

Code

#9

Respond on Telegram in batches

Set

#10

Escape Markdown

Code

#11

No Operation, do nothing

No Op

#12

Sticky Note

Sticky Note

#13

Sticky Note1

Sticky Note

#14

Sticky Note2

Sticky Note

#15

Sticky Note3

Sticky Note

#16

Simple Memory

Memory Buffer Window

#17

AI Agent

Agent

#18

OpenAI Chat Model

OpenAI

#19

Generate session id

Set

#20