Files
Abdon PijpelinkandClaude Sonnet 4.6 478b96554f Restructure inference docs (#2225)
* Break Inference page into several pages

* Make all inference code snippets testable and clean up

* Make more snippets testable

* Edits

* Document automatic query and passage prefix injection in Cloud Inference

Qdrant Cloud Inference silently applies model-specific prefixes (e.g.
"query: "/"passage: " for E5, BGE-style instruction prefix for BGE/mxbai/
Snowflake arctic-embed) so users don't need to manage them manually.
Add a section explaining this behavior, the idempotency guarantee, and
the scope (Qdrant-hosted models only; external providers handle their own).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Document short query optimization in Cloud Inference

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Update links

* Expand on external provider API key usage

* Add section about external provider API keys

* Default to header for external API keys

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-06-24 08:11:03 +02:00

331 B

PUT /collections/{collection_name}/points?wait=true
{
  "points": [
    {
      "id": 1,
      "vector": {
        "text": "Recipe for baking chocolate chip cookies",
        "model": "openai/text-embedding-3-large",
        "options": {
          "openai-api-key": "<YOUR_OPENAI_API_KEY>"
        }
      }
    }
  ]
}