TopK: An AI-powered search and retrieval platform offering hybrid vector and text search capabilities to solve relevancy challenges across enterprise data. It enables precise document discovery through vector embeddings and BM25 scoring while handling massive datasets with SOC2/HIPAA-compliant infrastructure. Common user queries focus on its ability to scale to billions of documents, easy integration with existing AI/ML systems, real-time data enrichment for LLMs, and competitive pricing compared to alternatives. TopK addresses key pain points around search accuracy, compliance requirements, and the complexity of implementing vector search at scale.
