The Context Engine for Healthcare AI

Ingest fragmented patient records, resolve them into one patient graph, and give your agents the context they need over REST, MCP, and a virtual file system.

Get started API reference

Start with a quickstart

Two ways to your first patient story, about ten minutes each.

No code · 10 min

Explore a patient in Studio

Connect the open-source Studio to your workspace, ingest a synthetic patient, and browse the patient story it becomes.

Start the quickstart

Code · 10 min

Ingest and query with the API

Send a FHIR bundle and a CDA document, browse the virtual file system, and read a condition story.

Start the quickstart

Explore the documentation

Guides

Concepts, guides, and tutorials for the Context Engine

SDKs

Client libraries for the Context Engine API

Studio

The open-source app for exploring a workspace

API reference

REST operations, MCP tools, and VFS paths

Latest releaseNovember 3, 2026

Ingestion keeps the good parts of an imperfect record instead of failing on it, memories link only to what a conversation is actually about, and a missing path or patient now answers with a clear error.

Read the changelog