RAGENT is designed to create autonomous AI agents that can interact with diverse tools and data sources. Under the hood, it uses retrieval-augmented generation to fetch relevant context from local files or external sources and then composes responses via OpenAI models. Developers can plug in tools for web search, browser automation with Selenium, file read/write operations, code execution in secure sandboxes, and OCR for image text extraction. The framework manages conversation memory, handles tool orchestration, and supports custom prompt templates. With RAGENT, teams can rapidly prototype intelligent agents for document Q&A, research automation, content summarization, and end-to-end workflow automation, all within a Python environment.

AI Pal is an AI-powered tool that enhances your web browsing experience by integrating contextual chat and task management functionalities. It harnesses advanced AI models like GPT-3 and GPT-4 to offer features such as writing assistance, translations, and automated responses. Users can interact directly with any webpage, making it ideal for students, professionals, and anyone seeking to optimize their online activities. By leveraging AI, AI Pal aims to simplify complex tasks, allowing for efficient workflow management and enhanced productivity.