Semantic Search with Cloudflare Workers AI Embeddings

{
  "cloudflare": {
    "source": "rest",
    "apiKey": "<CLOUDFLARE_API_KEY>",
    "dimensions": 384,
    "documentTemplate": "A product named '{{doc.name}}': {{doc.description}}",
    "url": "https://api.cloudflare.com/client/v4/accounts/<ACCOUNT_ID>/ai/run/@cf/baai/bge-small-en-v1.5",
    "request": {
      "text": ["{{text}}", "{{..}}"]
    },
    "response": {
      "result": {
        "data": ["{{embedding}}", "{{..}}"]
      }
    }
  }
}

curl \
  -X PATCH 'MEILISEARCH_URL/indexes/INDEX_NAME/settings' \
  -H 'Content-Type: application/json' \
  -H 'Authorization: Bearer MEILISEARCH_KEY' \
  --data-binary '{
    "embedders": {
      "cloudflare": {
        "source": "rest",
        "apiKey": "<CLOUDFLARE_API_KEY>",
        "dimensions": 384,
        "documentTemplate": "A product named '\''{{doc.name}}'\'': {{doc.description}}",
        "url": "https://api.cloudflare.com/client/v4/accounts/<ACCOUNT_ID>/ai/run/@cf/baai/bge-small-en-v1.5",
        "request": {
          "text": ["{{text}}", "{{..}}"]
        },
        "response": {
          "result": {
            "data": ["{{embedding}}", "{{..}}"]
          }
        }
      }
    }
  }'

{
  "q": "comfortable shoes for walking",
  "hybrid": {
    "semanticRatio": 0.5,
    "embedder": "cloudflare"
  }
}