Financial Analysis Chatbot with Gemini 2.5 Flash & Discord

This n8n workflow automates the creation of concise, shareable financial reports from natural language questions in a chat interface. It leverages Gemini 2.5 Flash for AI-powered analysis, maintains conversation context, and formats outputs as Markdown-ready Discord posts. Key features include a structured JSON schema for consistent reports (thesis + analysis sections) and disclaimers for non-advisory use.

Benefits include rapid generation of professional insights without manual research, integration of chat triggers for real-time interaction, and easy sharing in team Discord channels. It saves hours on report drafting, ensures formatted outputs under Discord limits, and supports extensions like adding data fetches for prices or news.

Use cases: Traders querying ticker outlooks (e.g., 'Gold ETF drivers?'), analysts building sector theses, or teams discussing investments. Activate the Chat Trigger for testing, swap for Cron/Webhook for schedules, and scale with HTTP nodes for enriched context. Note regional model availability, token costs, and rate limits.