Semantic Memory Kit

Store general knowledge, concepts, and learned facts in a structured semantic network.

Configuration

Format

Concept linking

Semantic Learning Pipeline

Extract concepts400ms

Build semantic graph600ms

Link to existing knowledge500ms

Generate embeddings400ms

Store semantic network300ms

Knowledge Graph

frameworkReactComponent, Hook, State

interfaceAPIREST, GraphQL, HTTP

storageDatabaseSQL, NoSQL, Index

securityAuthenticationJWT, OAuth, Session

Integration Code

import { createSemanticMemory } from 'agent-tools-kit/memory'

const semantic = createSemanticMemory({
  format: 'triplets',
  linkConcepts: true,
})

// Add knowledge to semantic memory
await semantic.add({
  concept: 'React Server Components',
  type: 'feature',
  relations: ['React', 'SSR', 'Streaming'],
})

// Query semantic knowledge
const result = await semantic.query('What is React?')
console.log(result.concepts, result.relationships)