Answer Questions with Factual Web Search using Telegram, Tavily and GPT-5 Workflow Solution

Workflow overview

Why this workflow matters

Improves internal consulting operations and productivity.

🧠 Telegram Search Assistant — Tavily + AI/ML API This AlekSystem 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 1. 📲 Create Telegram Bot Talk to @BotFather Use /newbot → choose a name and username Save the bot token 2. 🔐 Set Up Credentials in AlekSystem 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 3. 🔧 Configure the Workflow Open the AlekSystem 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

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