options-analytics-agent-langgraph

Name: options-analytics-agent-langgraph
Availability: InStock
Author: Aradotso

Official

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

Finance & Accounting #AI agent #real-time data #LangGraph #financial analysis #options trading #ChromaDB #Polygon.io

AuthorAradotso

Version1.0.0

Installs0

System Documentation

What problem does it solve?

This Skill automates financial options analysis using AI agents, enabling real-time data analysis and sophisticated trading assistance.

Core Features & Use Cases

Real-time Data Analysis: Utilizes LangGraph, ChromaDB RAG, and Polygon.io data for live financial options analysis.
Persistent Memory: Maintains conversation context across sessions for continuity in analysis.
Multi-agent Workflows: Supports the creation of complex workflows for trading analysis with LangGraph orchestration.
Professional Analysis: Includes Greeks, sentiment analysis, and anomaly detection for in-depth options analysis.
Export and Visualization: Offers multi-format exports (CSV, charts, reports) for easy data sharing and presentation.
Microservice Deployment: Allows for scalable deployment of the options analysis agent as a FastAPI microservice.
Use Case: Imagine you're a financial analyst needing to continuously monitor options data and analyze it in real-time. This Skill provides a powerful tool for that purpose.

Quick Start

Use the options-analytics-agent-langgraph skill to create a real-time analysis of options data for 'AAPL'.

Dependency Matrix

Required Modules

langchain>=0.3.0langgraph>=0.2.45langchain-openai>=0.2.6langchain-chroma>=0.1.4chromadb>=0.5.20fastapi>=0.115.5uvicorn>=0.32.1pandas>=2.2.3matplotlib>=3.9.2tavily-python>=0.5.0sqlite

Components

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