数据与研究

options-analytics-agent-langgraph

reason-machines/data-skills

Build AI agents for real-time financial options analysis with LangGraph, ChromaDB RAG, and Polygon.io data

  • 2050 次安装
  • 5 星标
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安装命令

npx skills add https://github.com/reason-machines/data-skills --skill options-analytics-agent-langgraph

SKILL.md

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

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