How do I import "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" 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 "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" use?

It uses: telegram, webhook, switch, agent, memoryBufferWindow, chat, googleDocsTool, googleDocs. The flow diagram above shows how each service connects across the 23 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 telegram and webhook credentials in n8n after import.

What trigger type does "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" 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 "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" 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 telegram, webhook, switch, agent, memoryBufferWindow, chat, googleDocsTool, googleDocs.

← Workflows

🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠

23 nodes · telegram, webhook, switch, agent, memoryBufferWindow, chat

Engine: n8n
Nodes: 23
Trigger: scheduled/triggered
Source file: 2044_Telegram_Googledocs_Automation_Webhook.json

Workflow flow

Integrations

TelegramWebhookSwitchAgentMemoryBufferWindowChatGoogleDocsToolGoogleDocsLmChatOpenAiIFSet@n8n/n8n-nodes-langchain.agent+4 more

100%

TRIGGER

Listen for Telegram Events

Webhook

Window Buffer Memory

@n8n/n8n-nodes-langchain.memoryBufferWindow

TRIGGER

When chat message received

@n8n/n8n-nodes-langchain.chat

Save Long Term Memories

GoogleDocsTool

DeepSeek-R1 Reasoning

@n8n/n8n-nodes-langchain.lmChatOpenAi

DeepSeek-V3 Chat

@n8n/n8n-nodes-langchain.lmChatOpenAi

Validation

Set

Check User & Chat ID

Message Router

Switch

Error message

Retrieve Long Term Memories

GoogleDocs

Merge

AI Agent

@n8n/n8n-nodes-langchain.agent

Telegram Response

Response Error message

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

Browse by integration

telegram webhook switch agent memoryBufferWindow chat googleDocsTool googleDocs lmChatOpenAi

Browse all integrations →

Download n8n JSON Download sanitized JSON Download flow graph

Import into n8n

Download the n8n JSON file (full or sanitized).
In n8n: Workflows → Import from file.
Open each node and reconnect credentials to your accounts.
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

🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠 is a free n8n workflow on OpenRuna — 23 nodes connecting telegram, webhook, switch, agent, memoryBufferWindow, chat, googleDocsTool, googleDocs. Download the JSON, view the flow diagram, and import it into your n8n instance.

What this workflow does

Built in n8n, "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" chains 23 nodes to move data between telegram, webhook, switch, agent, memoryBufferWindow, chat, googleDocsTool, googleDocs. 23 nodes · telegram, webhook, switch, agent, memoryBufferWindow, chat It starts from a scheduled/triggered trigger and routes data through every node in order. On OpenRuna you get the visual graph, the integration list, and a downloadable JSON ready to import into n8n. Use it to learn integration patterns, fork it for your own use case, or deploy it quickly after reconnecting credentials.

Use cases

Fork it to add error handling, retries, or a notification step without designing the 23-node flow from scratch.
Benchmark it against your current telegram integration to spot missing steps or redundant nodes.
Study how data moves from telegram to webhook before building your own variant.
Share it with your team as a documented reference for scheduled/triggered automations in the telegram stack.

Example output

Imported into n8n, "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" exposes 23 configured nodes. Trigger type: scheduled/triggered. Integrations: telegram, webhook, switch, agent, memoryBufferWindow, chat, googleDocsTool, googleDocs. Open each node after import to map credentials to your own telegram and webhook accounts. Run it once in test mode to verify any branch logic (Switch/IF nodes) before enabling production triggers.

Tips by platform

Claude

Ask Claude to turn the "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" JSON into a plain-English runbook, node by node. It can flag where telegram rate limits or missing retries might bite before you go live.

ChatGPT

Drop the workflow JSON or this OpenRuna page URL into ChatGPT and ask for a step-by-step runbook: triggers, branches, and which fields to customise for telegram, webhook, switch, agent, memoryBufferWindow, chat, googleDocsTool, googleDocs. Handy for onboarding teammates new to n8n.

Cursor

In Cursor, ask Agent mode to parameterise "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" — extract telegram IDs and secrets into environment variables without changing the 23-node structure.

Frequently asked questions

How do I import "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" 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 "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" use?: It uses: telegram, webhook, switch, agent, memoryBufferWindow, chat, googleDocsTool, googleDocs. The flow diagram above shows how each service connects across the 23 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 telegram and webhook credentials in n8n after import.
What trigger type does "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" 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 "🐋🤖 DeepSeek AI Agent + Telegram + LONG TERM Memory 🧠" 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 telegram, webhook, switch, agent, memoryBufferWindow, chat, googleDocsTool, googleDocs.