QueryGuard is an AI-powered cryptocurrency analysis platform designed to help both novice and experienced investors navigate the complex crypto market with confidence. The platform combines advanced AI technology with comprehensive market data to provide real-time insights, market sentiment analysis, and trading signals.

Market Analysis: Real-time price movements, trading volumes, market capitalization, and overall market trends

News Analysis: News articles, social media trends, and public sentiment tracking

Signal Analysis: Technical indicators and trading signals based on price patterns and volume analysis

Fraud Detection: Identification of potential fraud and market anomalies

Comprehensive Reports: Detailed analysis and insights for informed decision making

Python for backend services

Flask for web server

Mistral AI for advanced analysis

Modern frontend with responsive design

RESTful API architecture

QueryGuard uses an agent-based architecture with specialized components:

Market Agent: Handles market analysis queries, providing insights into price movements and market trends

News Agent: Processes news and social media data for sentiment analysis

Signal Agent: Generates trading signals and technical indicators

Chat Agent: Manages general queries and interactions

Agent Manager: Coordinates between different agents and handles request routing