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.

GraphSignal is an AI-driven graph intelligence platform that seamlessly integrates vector-based embeddings and knowledge graph structures. Users can connect their data sources, automatically generate embeddings using built-in or custom models, and index nodes and edges for real-time semantic querying. The platform offers RESTful APIs and SDKs to perform advanced graph analytics, similarity searches, recommendations, and question-answering tasks across connected data. Its dynamic visualization tools help teams explore relationships and derive actionable insights from complex networks.