Knowledge²

Knowledge² is a platform designed to deploy production-ready AI agents and workflows grounded in proprietary or domain-specific knowledge. It addresses the need for organizations to connect, manage, and operationalize their internal documents, URLs, or raw text, enabling advanced retrieval, extraction, and question-answering tasks with traceable evidence. The system emphasizes governance, allowing users to control context, access, and audit trails, while ensuring that every AI-generated answer is accompanied by passage-level source references for verification.

Key capabilities include hybrid search with quality scoring, retrieval optimization, and adaptive reranking. The platform supports the ingestion and indexing of documents, syncing of data sources, and the maintenance of up-to-date knowledge bases. Users can create document collections, configure access, and run cited agents, feeds, and pipelines either through a web console or via official SDKs and APIs. Knowledge² also offers tools for auto-tagging, entity extraction, and structuring unstructured documents, making it suitable for use cases such as compliance review, internal knowledge search, and research workflows where traceability and accuracy are critical.

Developers can interact with the platform using Python and TypeScript SDKs, enabling them to create corpora, upload and index documents, and perform searches programmatically. The system supports integration within an organization’s own cloud or can be operated through Knowledge²’s infrastructure, accommodating data residency and operational requirements. The retrieval stack incorporates dense, sparse, and reranker components, and users can benchmark different language models on real customer data, swapping models for agents without modifying the retrieval layer or application code.

Knowledge² offers a free plan for developers, which includes up to 5,000 queries per month, 500 documents, three collections, and two agents, with community support. For teams requiring larger-scale, domain-grounded workflows, a Pro plan is available with expanded limits and additional features such as adaptive reranking, retrieval tuning, and pipelines. The platform is positioned within the class of autonomous agent and knowledge operations tools, emphasizing grounded retrieval and governance for production AI deployments.