Telegram Stock Assistant: Yahoo Finance + GPT-4 Nano

This n8n workflow creates an intelligent Telegram bot that responds to stock market queries. When a user messages a company name or stock-related question, it uses OpenRouter's GPT-4 Nano (via LangChain nodes) to extract the company and determine the exact ticker symbol. It then leverages Apify actors for Google Search and Yahoo Finance scraping to retrieve the latest price, key statistics, and market data.

The workflow formats this information into a clean, user-friendly response and sends it back via Telegram. It includes advanced nodes like Information Extractor, Tool Workflows, and Chat Models for precise handling of natural language inputs. Setup is straightforward: add Telegram bot token, Apify credentials, and OpenRouter API key, then activate the trigger—ready in 10-15 minutes with included notes and tutorials.

Benefits include real-time stock insights without switching apps, reducing research time for traders, investors, or finance teams. Use cases: personal stock tracking in chat groups, business intelligence dashboards, or automated alerts in trading communities. Highly valuable for its AI-driven accuracy, multiple integrations, and low-maintenance operation, saving hours of manual lookups weekly.