@cognitive-swarm/memory-qdrant

Qdrant-backed VectorMemory -- persistent collective swarm knowledge.

Install

npm install @cognitive-swarm/memory-qdrant

Overview

Implements the VectorMemory interface from @cognitive-swarm/core using Qdrant as the vector database backend. Provides persistent semantic search over swarm memories that survive across sessions, enabling long-term knowledge accumulation.

Usage

import { QdrantVectorMemory } from '@cognitive-swarm/memory-qdrant'
import type { QdrantMemoryConfig } from '@cognitive-swarm/memory-qdrant'

const memory = new QdrantVectorMemory({
  url: 'http://localhost:6333',
  collectionName: 'swarm-memory',
  embeddingProvider: myEmbeddingProvider,
})

// Store a memory
await memory.store({
  content: 'Service X requires at least 3 replicas for HA',
  metadata: { source: 'architect', tags: ['infrastructure'] },
})

// Semantic search
const results = await memory.search('high availability requirements', { limit: 10 })

Configuration

| Option | Description | |--------|-------------| | url | Qdrant server URL | | collectionName | Name of the Qdrant collection | | embeddingProvider | Function or provider that generates vector embeddings |

License

Apache-2.0

Links

• cognitive-swarm root