📊 Indonesian stock market research agent with Sectors App, Gemini & Tavily
⚡ 383 views · 📊 Market Research & Insights
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Description
This n8n workflow demonstrate how to configure AI Agent for financial research purposes especially for IDX data through Sectors App API.
use cases:
- research stock market in Indonesia.
- analyze the performance of companies belonging to certain subsectors or company
- comparing financial metrics between BBCA and BBRI
- providing technical analysis for certain ticker stock movement
- and many more
all from conversational agent UI chat.
Main components
- Input-n8nChatNative: handling and process input from native n8n chat ui
- Input-TelegramBot: handling and process input from Telegram Bot
- Input-WebUI(Webhook): handling and process input from hosted Web UI through webhook
- Main Agent: processing raw user queries and delegate task to specialized agent if needed.
- Spec Agent - Sectors App: make request to Sectors App API to get real time financial data listed in IDX from available endpoint
- Spec Agent - Web Search: make web search from Google Grounding (Gemini API) and Tavily Search.
- Vector Document Processing: process document upload from user into embedding and vector store.
How it works
- user queries may received from multiple platform (we use three here: Telegram, hosted Web UI, and native n8n chat UI)
- if user also uploading document, it will process the document and store it in vector store
- the request send to the Main Agent to process the queries
- the Main Agent decide the task to delegate to Specialized Agent if nedded.
- the result then sent back to user based on the platform
How to use
You need this API:
- Gemini API: get it free from https://aistudio.google.com/
- Tavily API: get it free from https://www.tavily.com/
- Sectors App API: get it from https://sectors.app/api/
you can optionally change the model or adding fallback model to handle token request, cause it may use quite many tokens.
🔗 Nodes Used
Webhook, Telegram, Telegram Trigger, Execute Sub-workflow, Execute Workflow Trigger, AI Agent
📥 Import
Download workflow.json and import into n8n:
Workflow menu → Import from File