TopK understands unstructured documents and provides evidence-backed answers, giving agents the context to make reliable decisions.
TopK is fast and provides accurate answers.
See how it performs on real data →▋
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Document Processing
Unified Retrieval Engine
TopK turns complex unstructured documents into reliable, evidence-backed context your agents can trust. Say goodbye to stitching together OCR, parsers, embeddings, vector search, rerankers and prompt glue.
Evaluated on a public dataset of complex enterprise documents spanning finance, legal, medical, and industrial domains.
Answer accuracy judged by GPT5 on Vidore V3 Finance
TopK comes with tooling to get you started fast. Python and JavaScript SDKs, a CLI, an MCP Server and guides to get you started.
Native Python client for ingestion and retrieval.
JavaScript/TypeScript client for Node.js and edge runtimes.
Manage, ingest, and query directly from your terminal.
TopK is built from the ground up with enterprise security in mind. Data is encrypted in transit and at rest, access is scoped by role, and our infrastructure is audited continuously. When you need full network control, you can deploy to your own VPC. TopK is SOC 2 Type I certified.
We're rolling out access to a select group of teams. Leave your email and we'll reach out.