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.

IRCopilot is an AI-powered solution designed to make crypto market research easier and faster. Users can interact with various sources such as web pages, documents, audio, video, Twitter feeds, and on-chain data. The platform assists in extracting relevant information, analyzing data, and generating investment research reports, all within a short period. With IRCopilot, users can transform complexity into clarity and gain exceptional insights swiftly.