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.

Vivas.AI empowers businesses by integrating Generative AI (Gen AI) into their workflows. This platform specializes in document processing and facilitating interactive data conversations. It provides a suite of AI models that drastically improve efficiency and productivity. Whether it is extracting information from documents or engaging in complex data discussions, Vivas.AI simplifies these tasks, making advanced AI technology accessible and beneficial for enterprises of all sizes.