Quickstart
Install an SDK, authenticate, and make your first request.
1. Install
# No installation required — plain HTTPS2. Authenticate
Both SDKs take your API key alone — no project_id, no node URL. See
Authentication for how this resolves.
from valori import ValoriClient
client = ValoriClient(api_key="vlk_your_project_api_key")3. Create a collection
curl -X POST "https://app.valori.systems/v1/namespaces" \
-H "Authorization: Bearer vlk_your_project_api_key" \
-H "Content-Type: application/json" \
-d '{"name": "documents", "dimension": 8, "metric": "squared_l2"}'4. Insert and search
collection = client.collection("documents")
collection.records.insert([0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8])
hits = collection.search([0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8], k=5)5. Clean up
client.collections.delete("documents")