Search in Vector Store

The vector_store_search function searches for similar documents in a vector store (embedding store) using a vector query.

• Function name: extensions.com.cloud-apim.llm-extension.vector_store_search

Parameters

Parameter	Type	Required	Description
provider	string	yes	The embedding store provider id
payload	object	yes	The payload object
payload.embedding	object	yes	The embedding to search with
payload.embedding.vector	array	yes	The vector to search for
payload.max_results	integer	no	Maximum number of results to return
payload.min_score	number	no	Minimum similarity score threshold

Output

Returns the search results as a JSON array of matching documents with their similarity scores.

Example

{
  "kind": "call",
  "function": "extensions.com.cloud-apim.llm-extension.vector_store_search",
  "args": {
    "provider": "embedding-store_xxxxx",
    "payload": {
      "embedding": {
        "vector": [0.1, 0.2, 0.3, 0.4]
      },
      "max_results": 10,
      "min_score": 0.5
    }
  },
  "result": "search_results"
}