(5/5)

AI Document Assistant via Telegram + Supabase

Automated workflow: AI Document Assistant via Telegram + Supabase. This workflow integrates 20 different services: stickyNote, textSplitterRecursiveCharacterTextSplitter, switch, toolThink, extractFromFile. It contains 39 nodes and follows best practices for error handling and security.

Integrations Used (2)

Openweathermaptool

Workflow Structure (26 nodes)

100%

Telegram Trigger

Switch

Command Router

No Op

Google Gemini Chat Model

No Op

AI Agent

No Op

Simple Memory

No Op

Think

Open Weather Map Tool

OpenWeatherMap

No Op

Supabase Vector Store

No Op

Answer questions with a vector store

Code

Handle formatting and split

Split Out

Set

Manual Mapping

Fallback- No formatting

Unsupported message

Telegram - Download file

No Op

Embeddings Google Gemini

Send processing document message

Stop And Error

Error Handler

Extract From File

Extract from File

No Op

Supabase - Save Embeddings

No Op

Default Data Loader

Send embedding Started message

No Op

Recursive Character Text Splitter

Aggregate

Telegram - Embedding Complete

Node Types:

default

trigger

action

logic

transform

code

Requires credentials

Prerequisites

Required Credentials (4)

Google Palm

Used by: Google Gemini Chat Model, Embeddings Google Gemini

Docs

Open Weather Map

Used by: OpenWeatherMap

Docs

Supabase

Used by: Supabase Vector Store, Supabase - Save Embeddings

Docs

Used by: Telegram Trigger, Telegram +6 more

Docs

Multiple services required

This workflow needs 4 different credentials. Make sure you have accounts for all services before importing.

Complexity

Advanced

Expert level. Custom code, complex logic, many integrations.

Setup time: ~55 min

Score: 85/100

Custom Code

Conditional Logic

7 Integrations

When to Use This Workflow

Streamline Team Communication

Automatically route notifications and updates to the right channels and people.

Reduce information overload while keeping everyone informed.

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "LL0TBxEbXoK2zhqp",
  "meta": {
    "instanceId": "workflow-0245cfaf",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:57.467320",
    "updatedAt": "2025-09-29T07:07:57.467334",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "AI Document Assistant via Telegram + Supabase",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...