Answer questions with factual web search using Telegram, Tavily and GPT-5
🧠 Telegram Search Assistant — Tavily + AI/ML API This n8n workflow lets users ask questions in Telegram and receive concise, fact-based answers. It performs a web search with Tavily, then uses AIMLAPI (GPT-5) to summarize results into a clear 3–4 sentence reply. The flow ensures grounded, non-hallucinated answers. --- 🚀 Features 📩 Telegram-based input ⌨️ Typing indicator for better UX 🔎 Web search with Tavily (JSON results) 🧠 Summarization with AIMLAPI (openai/gpt-5-chat-latest) 📤 Replies in the same chat/thread ✅ Guardrails against hallucinations --- 🛠 Setup Guide 📲 Create Telegram Bot Talk to @BotFather Use /newbot → choose a name and username Save the bot token 🔐 Set Up Credentials in n8n Telegram API: use your bot token Tavily: add your Tavily API key AI/ML API: add your API key Base URL: https://api.aimlapi.com/v1 🔧 Configure the Workflow Open the n8n editor and import the JSON Update credentials for Telegram, Tavily, and AIMLAPI --- ⚙️ Flow Summary | Node | Function | |--------------------------|-----------------------------------------------| | 📩 Receive Telegram Msg | Triggered when user sends text | | ⌨️ Typing Indicator | Shows “typing…” to user | | 🔎 Web Search | Queries Tavily with user’s message | | 🧠 LLM Summarize | Summarizes search JSON into a factual answer | | 📤 Reply to Telegram | Sends concise answer back to same thread | --- 📁 Data Handling By default: no data stored Optional: log queries & answers to Google Sheets or a database --- 💡 Example Prompt Flow User sends: When is the next solar eclipse in Europe? Bot replies: The next solar eclipse in Europe will occur on August 12, 2026. It will be visible as a total eclipse across Spain, with partial views in much of Europe. The maximum eclipse will occur around 17:46 UTC. --- 🔄 Customization Add commands: /help, /sources, /news Apply rate-limits per user Extend logging to Google Sheets / DB Add NSFW / profanity filters before search --- 🧪 Testing Test end-to-end in Telegram (not just “Execute Node”) Add a fallback reply if Tavily returns empty results Use sticky notes for debugging & best practices --- 📎 Resources 🔗 AI/ML API Docs 🔗 Tavily Search API
By AI/ML API | D1m7asisPersonalized sales outreach with Apollo, GPT, and Gmail automation
This n8n template shows you how to turn outbound sales into a fully automated machine: scrape verified leads, research them with AI, and fire off personalized cold emails while you sleep. Use cases are simple: scale B2B lead gen without hiring more SDRs, run targeted outreach campaigns that don’t feel generic, and give founders or agencies a repeatable system that books more calls with less effort. Good to know At time of writing, each AI call may incur costs depending on your OpenAI plan. This workflow uses Apollo/Apify for lead scraping, which requires an active token. Telegram approval flow is optional but recommended for quality control. How it works Define your ICP (role, location, industry) in the workflow. Generate Apollo search URLs and scrape verified contacts. AI enriches leads with personal + company research. Hormozi-style cold emails are generated and queued for approval. Approve drafts in Telegram, then Gmail automatically sends them out. How to use Start with the included Schedule Trigger or replace with a Webhook/Form trigger. Adjust ICP settings in the Set node to fit your target audience. Test with a small batch of leads before scaling to larger runs. Requirements Google Sheets, Docs, Drive, and Gmail connected to n8n Apollo/Apify account and token OpenAI API key Telegram bot for approvals Customising this workflow Swap Apollo scraping with another data source if needed. Adapt the AI prompt for a different email tone (formal, friendly, etc.). Extend with a CRM integration to sync approved leads and outreach results.
By Tamas Demeter