FinancialAnalystAIAgent

Name: FinancialAnalystAIAgent
Author: RauhanAhmed

RauhanAhmed February 22, 2025

5 copies 0 downloads

Agentic AI–driven stock analytics leveraging Phidata, Google Gemini 2.0 Flash, and Yahoo Finance. Features real-time data, interactive Plotly charts, and a Streamlit dashboard for comprehensive, actionable market insights.

Stock Analysis Dashboard & Financial Analyst Agent

An advanced, AI-powered financial analysis tool that combines market data retrieval, technical charting, and natural language insights. This project leverages cutting-edge technologies and frameworks to deliver sophisticated analyses, actionable recommendations, and comprehensive market insights—all within an interactive dashboard.

Overview
Demo
Key Features
Architecture
Technologies & Frameworks
Installation & Setup
Usage
Configuration
File Structure
Author
License

Overview

This project provides a complete solution for stock analysis by integrating historical market data, interactive visualizations, and AI-driven insights. At its core is the Financial Analyst Agent, which leverages the power of Google Gemini 2.0 Flash to process user queries, assess market trends, and generate clear, actionable recommendations. The accompanying Streamlit dashboard offers an intuitive user interface to explore stock data, visualize candlestick charts, and interact with the AI agent.

Demo

Below is a quick demonstration of how the Stock Analysis Dashboard works:

Stock Analysis Dashboard Demo

Key Features

Real-Time Stock Data: Integrates with Yahoo Finance to fetch up-to-date market data.
Interactive Visualizations: Utilizes Plotly to generate dynamic candlestick charts and data tables.
AI-Driven Analysis: Powered by Google Gemini 2.0 Flash, offering detailed insights, risk assessments, and investment strategies.
Configurable Parameters: Customizable parameters through a YAML configuration file for ease of updates and modifications.
Analyst Recommendations: Combines historical data with AI analytics to prov

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