FinAgents provides a comprehensive toolkit for designing, configuring, and executing autonomous AI agents tailored to financial tasks. By leveraging large language models and real-time market data APIs, it automates strategy backtesting, portfolio rebalancing, risk evaluation, and performance reporting. The framework offers a modular architecture with pluggable data connectors, model adapters, execution engines, and reporting modules, allowing users to mix and match components. FinAgents also includes sample agent templates, logging utilities, and deployment scripts to accelerate development and ensure reproducibility in live or simulated environments.

CryptoGPT is an AI-driven crypto trading agent that leverages GPT language models and real-time market data feeds to analyze blockchain asset trends. It provides users with natural language query support, allowing them to ask questions about coin performance, generate on-demand trading signals, and receive portfolio rebalancing recommendations. The agent continuously monitors price movements, sentiment indicators, and network fundamentals to deliver timely alerts on potential market opportunities and risks. It supports multi-exchange integration for unified portfolio tracking and offers visual dashboards for performance insights. By automating routine analysis and providing data-backed suggestions, CryptoGPT helps users save time, reduce emotional trading biases, and enhance overall portfolio returns.