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AI Document Assistant via Telegram + Supabase

28 nodes · lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini

Engine
n8n
Nodes
28
Trigger
scheduled/triggered
Source file
1539_Telegram_Splitout_Automation_Triggered.json

Workflow flow

IntegrationsLmChatGoogleGeminiOpenWeatherMapToolAgentTelegramToolThinkEmbeddingsGoogleGeminiDocumentDefaultDataLoaderTextSplitterRecursiveCharacterTextSplitterExtractFromFileToolVectorStoreVectorStoreSupabaseSwitch+14 more
100%

Google Gemini Chat Model

@n8n/n8n-nodes-langchain.lmChatGoogleGemini

OpenWeatherMap

OpenWeatherMapTool

TRIGGER

Telegram Trigger

Telegram

Think

@n8n/n8n-nodes-langchain.toolThink

Embeddings Google Gemini

@n8n/n8n-nodes-langchain.embeddingsGoogleGemini

Default Data Loader

@n8n/n8n-nodes-langchain.documentDefaultDataLoader

Recursive Character Text Splitter

@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter

Answer questions with a vector store

@n8n/n8n-nodes-langchain.toolVectorStore

Supabase Vector Store

@n8n/n8n-nodes-langchain.vectorStoreSupabase

Simple Memory

@n8n/n8n-nodes-langchain.memoryBufferWindow

Command Router

Switch

AI Agent

@n8n/n8n-nodes-langchain.agent

Telegram - Download file

Telegram

Unsupported message

Telegram

Extract from File

ExtractFromFile

Handle formatting and split

Code

Send processing document message

Telegram

Supabase - Save Embeddings

@n8n/n8n-nodes-langchain.vectorStoreSupabase

Split Out

Split Out

Send embedding Started message

Telegram

Aggregate

Aggregate

Manual Mapping

Set

Telegram

Telegram

Telegram - Embedding Complete

Telegram

Fallback- No formatting

Telegram

25 steps · flows top to bottom, branches left to right

Browse by integration

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Import into n8n

  1. Download the n8n JSON file (full or sanitized).
  2. In n8n: Workflows → Import from file.
  3. Open each node and reconnect credentials to your accounts.
  4. Test with manual execution before enabling triggers.

Sanitized JSON removes credential IDs — safer for sharing. Flow graph JSON is OpenRuna's lightweight format for diagrams and other tools, not n8n import.

View source corpus ↗

Overview

AI Document Assistant via Telegram + Supabase (28-node n8n automation, lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter) is free on OpenRuna — view the graph and export the JSON to import into n8n.

What this workflow does

"AI Document Assistant via Telegram + Supabase" is an n8n automation built from 28 nodes spanning lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. 28 nodes · lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini Execution begins at the scheduled/triggered trigger and flows through the 28 configured nodes. OpenRuna shows the full flow diagram, an integration breakdown, and a one-click JSON export for n8n's "Import from file". Use it to learn integration patterns, fork it for your own use case, or deploy it quickly after reconnecting credentials.

Use cases

  • Benchmark it against your current lmChatGoogleGemini integration to spot missing steps or redundant nodes.
  • Fork it to add error handling, retries, or a notification step without designing the 28-node flow from scratch.
  • Use it as a starting template when wiring lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter — adjust node parameters to your accounts and record IDs.
  • Import "AI Document Assistant via Telegram + Supabase" into n8n, reconnect credentials for lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, and run the same automation in your own workspace.

Example output

Imported into n8n, "AI Document Assistant via Telegram + Supabase" exposes 28 configured nodes. Trigger type: scheduled/triggered. Integrations: lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. Reconnect the lmChatGoogleGemini credential first, then walk the remaining nodes top to bottom. Run it once in test mode to verify any branch logic (Switch/IF nodes) before enabling production triggers.

Tips by platform

Claude

Paste the exported JSON for "AI Document Assistant via Telegram + Supabase" into Claude and ask it to explain each of the 28 nodes. Claude is good at suggesting credential mappings for lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter, plus error-handling and idempotency improvements before you run it in production.

ChatGPT

Have ChatGPT generate a checklist for adapting "AI Document Assistant via Telegram + Supabase" to your accounts — which lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter credentials to create and which node parameters to change first.

Cursor

Open the downloaded JSON in Cursor and use Agent mode to refactor hard-coded URLs into env vars, or to generate tests for any Code nodes. Keep the OpenRuna flow diagram open so you do not break connection order across the 28 nodes.

Frequently asked questions

How do I import "AI Document Assistant via Telegram + Supabase" into n8n?
Click Download n8n JSON on this page, then in n8n choose Workflows → Import from file and select the downloaded file. Reconnect credentials on each node — the export carries credential IDs from the original author's instance, not working secrets.
Which integrations does "AI Document Assistant via Telegram + Supabase" use?
It uses: lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter. The flow diagram above shows how each service connects across the 28 nodes. Filter OpenRuna by integration to find related workflows and tools.
Can I import a sanitized export without credentials?
Yes. Use "Download sanitized JSON" to strip credential references before sharing internally. You will still add your own lmChatGoogleGemini and openWeatherMapTool credentials in n8n after import.
What trigger type does "AI Document Assistant via Telegram + Supabase" use?
Trigger type: scheduled/triggered. After import, confirm the trigger node (webhook, schedule, or app event) matches your environment, then activate the workflow when you are ready to run it.
Is "AI Document Assistant via Telegram + Supabase" free to use?
OpenRuna catalogs community n8n workflows under open licenses. Check the source corpus link for the original license; commercial use may require verifying the third-party API terms for lmChatGoogleGemini, openWeatherMapTool, agent, telegram, toolThink, embeddingsGoogleGemini, documentDefaultDataLoader, textSplitterRecursiveCharacterTextSplitter.

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