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el/lang/examples/activate.el
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2026-05-05 01:38:51 -05:00

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EmacsLisp

// activate.el The `activate` construct: spreading activation over the type graph.
//
// The `activate` keyword is the most novel feature of the Engram language.
// Instead of querying a database with SQL or a key lookup, you query the
// *type graph* using a natural language description. The result is
// statically typed the compiler knows you get [User] back, not Any.
//
// How it works:
//
// 1. At compile time, the type checker verifies that `User` is a registered
// type with a corresponding Engram node mapping.
//
// 2. At runtime, the Engram runtime performs spreading activation over
// the knowledge graph, starting from the User node, propagating to
// semantically related nodes with co-activation energy proportional
// to edge weights and node salience.
//
// 3. The query string "customer who purchased recently" is embedded
// and used as a semantic filter: only nodes whose embeddings are
// within cosine-similarity threshold of the query embedding are returned.
//
// 4. The result is type-safe: [User]. You don't get back Any or a JSON blob.
// The type checker enforces this at compile time.
type User {
id: Uuid
name: String
email: String
}
type Order {
id: Uuid
user_id: Uuid
amount: Float
status: String
}
// Query: find all users who are semantically related to "customer who purchased recently"
// The result type is [User] an array of User nodes from the knowledge graph.
let recent_buyers: [User] = activate User where "customer who purchased recently"
// You can also activate on other types:
let pending_orders: [Order] = activate Order where "order awaiting fulfillment"
// Spreading activation respects the type graph edges.
// If User and Customer share an Engram node type (e.g. "Entity"),
// they are semantically compatible the type checker allows
// treating one as the other when they map to the same Engram node class.
fn process_buyers(users: [User]) -> String {
return "processing users"
}
let result: String = process_buyers(recent_buyers)