{"repo":"nuglifeleoji/Options-Analytics-Agent","free":true,"listed":false,"github":"https://github.com/nuglifeleoji/Options-Analytics-Agent","clone":"git clone https://github.com/nuglifeleoji/Options-Analytics-Agent.git","description":"A sophisticated LangGraph-based agent that automates financial options analysis with real-time data from Polygon.io, smart caching, persistent memory, and professional-grade analysis. Built for traders, analysts, and developers who need intelligent options data processing","language":"Python","stars":639,"topics":["chroma-db","fastapi","langgraph","options","rag-chatbot"],"license":null,"category":"ai-agents","readme_excerpt":"Financial Options Analysis Agent A sophisticated AI-powered agent for real-time stock options data analysis, visualization, and intelligent caching. Built with LangChain, LangGraph, and ChromaDB for enterprise-level financial data processing. Author: Leo Ji Version: 1.0.0 Last Updated: December 2025 --- 📋 Table of Contents - Overview - Key Features - Architecture - Project Structure - Installation - Configuration - Usage - API Reference - Development - Evaluation & Testing - Troubleshooting --- 🎯 Overview The Financial Options Analysis Agent is an intelligent conversational AI system designed to: - Search & Retrieve : Real-time options data from Polygon.io with smart caching - Analyze : Professional-grade options analysis with sentiment detection and anomaly detection - Export : Multiple export formats (CSV, Charts, Reports) - Learn : Persistent memory across sessions with SQLite - Scale : Microservice architecture with FastAPI integration - Evaluate : Built-in A/B testing, skill ablation, and performance monitoring The agent uses LangGraph for orchestration, maintains long-term conversation memory, and provides multiple tools for data analysis and visualization. --- ✨ Key Features 1. Intelligent Data Caching - Automatic knowledge base lookup before API calls - Smart hybrid storage (ChromaDB + SQLite) - Manual refresh option with force refresh=True - Reduces API usage and improves response time 2. Persistent Memory - SQLite-based conversation history - Multi-session continu","default_branch":null,"files":null,"tree":[],"storefront":"/r/nuglifeleoji","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/nuglifeleoji/Options-Analytics-Agent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}