Search can start vague.
Ask by person, topic, promise, project, or phrase and open the source message when you need proof.
A side-benefit of the architecture
Search is the human view onto the knowledge graph.
SwarmMarshal extracts entities, claims, and relationships from real messages — with source refs and trust gates — so your agents can query grounded facts. The personal search experience is the same graph, just viewed through a query box. See how the graph is built or how agents query it.
Knowledge & search
Stop trying to remember where the important thing lived.
SwarmMarshal connects people, messages, topics, tasks, and decisions so you can ask like a person instead of digging like an archivist.
People
Promises
Source links
Meaning search
The person is part of the answer.
Contacts give agents useful context before they draft, summarize, or recommend a follow-up.
Remember the person
See contacts, companies, and related conversations together.
Remember the promise
Old commitments and decisions stay attached to the messages that created them.
Search by meaning
Ask for the thing you remember, even if you do not remember the exact wording.
Show the neighborhood
Related people, topics, messages, and summaries sit near each other.
Technospeak, translated
A knowledge graph is a memory map.
A map of people, companies, topics, and messages, connected by what they have in common.
Search that understands meaning, not just exact words.
The goal is private context your agents can use without spraying your life across random tools.