Agent skill · data analytics · aradotso
options-analytics-agent-langgraph
Build AI agents for real-time financial options analysis with LangGraph, ChromaDB RAG, and Polygon.io data
Why this skill is useful
Adds a complete AI agent system with executable scripts for real-time options analysis and integration with multiple data sources.
What it needs
Requires chromadb, fastapi, langchain, langchain-chroma, langchain-openai, langgraph, matplotlib, pandas, python, tavily-python, uvicorn installed locally. Requires langchain, openai, polygon.io, tavily account access. About 7k tokens when loaded. Last updated 2026-08-05. 5 stars on the source repository.
What this skill does
Options Analytics Agent with LangGraph Skill by ara.so — Data Skills collection. A sophisticated LangGraph-based agent that automates financial options analysis with real-time data from Polygon.io, smart caching via ChromaDB, persistent memory, and professional-grade analysis. Built for creating intelligent trading assistants with RAG capabilities and microservice architecture. What It Does This project provides a complete AI agent system for: Real-time options data retrieval from Polygon.io with intelligent caching RAG-powered knowledge base using ChromaDB for semantic search Persistent conversation memory across sessions via SQLite Professional options analysis with Greeks, sentiment, and anomaly detection Multi-format exports (CSV, charts, reports) LangGraph orchestration for multi-agent workflows FastAPI microservice deployment Installation Prerequisites Install Dependencies Key dependencies: Environment Configuration Create .env file in project root: Verify Installation Project Structure Core Usage Basic Agent Interaction Interactive Chat Loop Key Tools & Commands 1. Options Search Tool Search for options data with automatic caching: 2. Batch Search Tool Search multiple tickers efficiently: 3. RAG Knowledge Base Query cached options data semantically: 4. Options Analysis Professional-grade analysis: 5. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aradotso/options-analytics-agent-langgraph