Run a multi-tool Telegram AI assistant with Groq Llama 3.3
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Utkarsh Kapoor
Description
Quick overview
This workflow turns a Telegram bot into a personal assistant J.A.R.V.I.S - powered by Groq (Llama 3.3 70B) and a LangChain agent with chat memory, using tools for web search, weather, news, Wikipedia lookups, calculations, date/time, jokes, and URL reading.
How it works
Triggers when a new Telegram message is received by your bot.
Sends the message text to a LangChain agent running on Groq’s chat model, using the Telegram chat ID to keep a rolling memory of the conversation.
When needed, the agent calls external tools such as Tavily (web search), OpenWeatherMap (weather), NewsAPI (news), Wikipedia, JokeAPI, and a URL fetcher to gather or summarize information.
For math and date/time questions, the agent runs built-in code tools to compute results or return the current date and time.
Returns the agent’s final response to the same Telegram chat.
Setup
Create a Telegram bot with @BotFather, add a Telegram API credential in n8n, and select it in both the Telegram Trigger and Telegram send-message step.
Add a Groq credential in n8n and ensure the Groq chat model is selected in the workflow.
Replace placeholders with your API keys: YOUR_TAVILY_API_KEY (Tavily), YOUR_OPENWEATHERMAP_API_KEY (OpenWeatherMap), and YOUR_NEWSAPI_KEY (NewsAPI).
Activate the workflow and message your Telegram bot to test replies, tool usage, and multi-turn memory.