{"product_id":"telegram-trading-research-bot-with-groq-market-data-apis-n8n","title":"Telegram Trading Research Bot with Groq \u0026 Market Data APIs (n8n)","description":"\u003ch3\u003eTurn Telegram messages into trading research answers—using Groq and live market APIs (n8n)\u003c\/h3\u003e\n\u003cp\u003eThis n8n workflow powers a Telegram Trading Research Bot that listens for user questions, uses a Groq-powered agent to interpret intent and maintain per-user context, fetches live market data (rates, quotes, and news), and sends a concise answer back in Telegram.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this workflow does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReceives your request in Telegram:\u003c\/strong\u003e the workflow triggers on every new Telegram message sent to your bot.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eUnderstands the question with Groq:\u003c\/strong\u003e the message text is sent to an \u003cstrong\u003en8nn8n-nodes-langchainagent\u003c\/strong\u003e agent using a \u003cstrong\u003eGroq chat model\u003c\/strong\u003e. A buffer memory keeps context per user.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFetches exchange rates when needed:\u003c\/strong\u003e the agent can query \u003cstrong\u003eFrankfurter\u003c\/strong\u003e for the latest exchange rates.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRetrieves real-time quotes when needed:\u003c\/strong\u003e the agent uses \u003cstrong\u003eAlpha Vantage\u003c\/strong\u003e to pull current stock or commodity quotes.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSummarizes relevant market news:\u003c\/strong\u003e it pulls recent articles from \u003cstrong\u003eFinnhub\u003c\/strong\u003e and can search topic-specific news via \u003cstrong\u003eNewsAPI\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eReplies back in Telegram:\u003c\/strong\u003e the final, concise research response is sent to the originating chat.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAsk: “What’s the latest EUR\/USD rate?” and receive a live lookup response in Telegram.\u003c\/li\u003e\n  \u003cli\u003eAsk: “Give me a quick overview of AAPL market movement and recent news.” The bot combines quotes (Alpha Vantage) and headlines (Finnhub\/NewsAPI).\u003c\/li\u003e\n  \u003cli\u003eAutomation teams: provide on-demand market research to SaaS users or internal stakeholders without leaving chat.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTelegram Trigger\u003c\/strong\u003e to start the workflow on new messages.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8nn8n-nodes-langchainlm chat groq\u003c\/strong\u003e for Groq model access and configuration.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003en8nn8n-nodes-langchainagent\u003c\/strong\u003e with buffer memory for per-user context.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eHTTP Request Tool\u003c\/strong\u003e for API calls to \u003cstrong\u003eFrankfurter\u003c\/strong\u003e, \u003cstrong\u003eAlpha Vantage\u003c\/strong\u003e, \u003cstrong\u003eFinnhub\u003c\/strong\u003e, and \u003cstrong\u003eNewsAPI\u003c\/strong\u003e.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eTelegram Send Message\u003c\/strong\u003e to deliver the answer back to the same chat.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eSetup requirements\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAdd Telegram credentials to both the \u003cstrong\u003eTelegram Trigger\u003c\/strong\u003e and \u003cstrong\u003eTelegram Send Message\u003c\/strong\u003e nodes.\u003c\/li\u003e\n  \u003cli\u003eAdd \u003cstrong\u003eGroq API credentials\u003c\/strong\u003e and select your Groq model in the chat configuration.\u003c\/li\u003e\n  \u003cli\u003eProvide API keys\/credentials for \u003cstrong\u003eFrankfurter\u003c\/strong\u003e, \u003cstrong\u003eAlpha Vantage\u003c\/strong\u003e, \u003cstrong\u003eFinnhub\u003c\/strong\u003e, and \u003cstrong\u003eNewsAPI\u003c\/strong\u003e in the HTTP request tool credentials.\u003c\/li\u003e\n  \u003cli\u003eVerify\/customize tool query parameters (currency codes, symbols, and news query) to match your data sources and preferred defaults.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"N8N Commerce","offers":[{"title":"Default Title","offer_id":45837452083379,"sku":"N8N-18266","price":76.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0749\/6279\/6723\/files\/1ZjyYW8uvP79EV986xMTa_BDAOMKQe.png?v=1786794432","url":"https:\/\/buyflowscripts.com\/products\/telegram-trading-research-bot-with-groq-market-data-apis-n8n","provider":"N8N Commerce","version":"1.0","type":"link"}