Context OS
Your knowledge base, compiled and queryable by every agent.
Every .md file is verified, grounded, and queryable — powering a multi-agent system from a single source of truth.
From Raw Sources to Agent-Ready Knowledge
Ingest raw sources. Compile into verified knowledge. Query with any agent. Generate grounded content.
Agent Layer
What your agents query
Agents query your compiled knowledge base and get grounded answers with source citations.
Context OS
APIThe four-stage pipeline — from raw sources to grounded output
Ingest
Raw sources — PDFs, docs, URLs, text — enter the system
Compile
Sources are parsed, chunked, embedded, and indexed into the knowledge base
Query
Agents search the compiled knowledge base and get grounded answers with source citations
Generate
Produce verified content shaped by brand kit + content type, grounded in ingested sources
Raw Sources
Your organization's raw sources — ready to ingest and compile.
Everything that becomes your compiled knowledge base.
Compile Your Knowledge Base
Ingest your raw sources, compile them into verified knowledge, and give every agent grounded answers from a single source of truth.