RagBits is a turnkey RAG framework designed for enterprises to unlock insights from their proprietary data. It handles document ingestion across formats (PDF, DOCX, HTML), automatically generates vector embeddings, and indexes them in popular vector stores. Via a RESTful API or web UI, users can pose natural language queries and get precise, contextual answers powered by state-of-the-art LLMs. The platform also offers customization of embedding models, access controls, analytics dashboards, and easy integration into existing workflows, making it ideal for knowledge management, support, and research applications.

Surge AI is the premier data labeling platform designed to train AI models with the highest-quality datasets. Utilizing a global workforce along with sophisticated algorithms, Surge AI ensures exceptional data accuracy and richness. The platform supports various applications such as Natural Language Processing (NLP), search evaluation, and code generation, making it an indispensable tool for modern AI development.