Dify Chatbot Agent – Talk to the Stock Market with Real-Time Insights
Note: This product is for self-hosted Dify. If you don't have it, please set it up before making a purchase.
This Dify automation enables you to create an intelligent chatbot agent that fetches real-time stock market data using the Yahoo Finance plugin. Designed for users who want to explore LLM-powered financial insights without writing code, this workflow provides a conversational interface to analyze stock performance and trends. It’s ideal for prototyping AI advisors or enhancing financial dashboards with natural language capabilities.
⚙️ Workflow Breakdown:
🔹 Yahoo Finance Plugin – Install & Connect
Start by installing the Yahoo Finance plugin from Dify's plugin marketplace. This provides access to real-time market data, tickers, and financial news directly within your AI agent.
🔹 Create Your Agent – Add Metadata & Avatar
Navigate to the Agent tab and create a new agent. Assign it a name, description, and icon that reflects your use case (e.g., “Stock Analyst Bot”). This becomes your agent’s identity.
🔹 Prompt Configuration – Add Instructions for Stock Analysis
Define your system prompt with specific instructions to analyze and summarize stock data. Integrate tools like “ticker,” “analytics,” and “news” from the Yahoo plugin to enable deeper insights.
🔹 LLM Model Behavior – Safe Financial Conversations
Due to model safety policies, the agent may not always provide specific entry/exit recommendations. Instead, it focuses on trends, news, and price movement analysis. This keeps your app educational and responsible.
🔹 Test & Publish – Interact with the Agent
Once configured, publish the agent and start chatting. Ask questions like:
- “How is TCS performing today?”
- “Show me the latest news for Reliance Industries.”
- “What’s the 1-week trend for INFY?”
💼 Use Case:
This agent is perfect for stock enthusiasts, analysts, educators, and AI app developers. By leveraging Yahoo Finance data and LLM orchestration, it helps users interactively explore the stock market in a conversational, user-friendly way.
Ideal for:
- AI-powered stock dashboards
- Educational tools for finance learners
- Prototype AI financial assistants
- Conversational data analysis
🚀 Setup Instructions:
- Self-host Dify or use a cloud instance
- Install the Yahoo Finance plugin from the Plugin Hub
- Create your agent and add metadata
- Write a system prompt with stock analysis instructions
- Enable all relevant Yahoo tools (ticker, analytics, news)
- Publish and interact with your chatbot
⚠️ Disclaimer: This chatbot is intended for learning and educational purposes only. It does not provide financial advice or recommendations.