Searching with text is supported only for indexes with [integrated embedding](/guides/index-data-indexing-overview#vector-embedding). Searching with a query vector or record ID is supported for all indexes.

For guidance and examples, see [Search](/guides/index-data-search-search-overview).

```shell curl theme={null}
INDEX_HOST="INDEX_HOST"
NAMESPACE="YOUR_NAMESPACE"
PINECONE_API_KEY="YOUR_API_KEY"

# Search with a query text and rerank the results
# Supported only for indexes with integrated embedding
curl "https://$INDEX_HOST/records/namespaces/$NAMESPACE/search" \
  -H "Accept: application/json" \
  -H "Content-Type: application/json" \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "X-Pinecone-Api-Version: 2025-10" \
  -d '{
        "query": {
            "inputs": {"text": "Disease prevention"},
            "top_k": 4,
        },
        "fields": ["category", "chunk_text"]
        "rerank": {
            "model": "bge-reranker-v2-m3",
            "top_n": 2,
            "rank_fields": ["chunk_text"] # Specified field must also be included in 'fields'
        }
     }'

# Search with a query vector and rerank the results
curl "https://$INDEX_HOST/records/namespaces/$NAMESPACE/search" \
  -H "Accept: application/json" \
  -H "Content-Type: application/json" \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "X-Pinecone-Api-Version: 2025-10" \
  -d '{
        "query": {
            "vector": {
                "values": [0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3]
            },
            "top_k": 4,
        },
        "fields": ["category", "chunk_text"]
        "rerank": {
            "query": "Disease prevention",
            "model": "bge-reranker-v2-m3",
            "top_n": 2,
            "rank_fields": ["chunk_text"] # Specified field must also be included in 'fields'
        }
     }'

# Search with a record ID and rerank the results
# Supported only for indexes with integrated embedding
curl "https://$INDEX_HOST/records/namespaces/$NAMESPACE/search" \
  -H "Accept: application/json" \
  -H "Content-Type: application/json" \
  -H "Api-Key: $PINECONE_API_KEY" \
  -H "X-Pinecone-Api-Version: 2025-10" \
  -d '{
        "query": {
            "id": "rec1",
            "top_k": 4,
        },
        "fields": ["category", "chunk_text"]
        "rerank": {
            "query": "Disease prevention",
            "model": "bge-reranker-v2-m3",
            "top_n": 2,
            "rank_fields": ["chunk_text"]
        }
     }'
```

```json curl theme={null}
{
    "result": {
        "hits": [
            {
                "_id": "rec3",
                "_score": 0.004433765076100826,
                "fields": {
                    "category": "immune system",
                    "chunk_text": "Rich in vitamin C and other antioxidants, apples contribute to immune health and may reduce the risk of chronic diseases."
                }
            },
            {
                "_id": "rec4",
                "_score": 0.0029121784027665854,
                "fields": {
                    "category": "endocrine system",
                    "chunk_text": "The high fiber content in apples can also help regulate blood sugar levels, making them a favorable snack for people with diabetes."
                }
            }
        ]
    },
    "usage": {
        "embed_total_tokens": 8,
        "read_units": 6,
        "rerank_units": 1
    }
}
```

`POST /records/namespaces/{namespace}/search`

:::code-group
```bash title="cURL"
curl --request POST \
  --url https://{index_host}/records/namespaces/{namespace}/search \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '{
  "fields": [
    "chunk_text"
  ],
  "query": {
    "inputs": {
      "text": "your query text"
    },
    "top_k": 10
  }
}'
```

```json title="200"
{
  "result": {
    "hits": [
      {
        "_id": "example-record-1",
        "_score": 0.9281134605407715,
        "fields": {
          "data": "your example text"
        }
      }
    ]
  },
  "usage": {
    "embed_total_tokens": 10,
    "read_units": 5
  }
}
```
:::

## Authorizations

- `Authorization` (header, string, required) — Bearer authentication header of the form `Bearer <token>`.

## Path Parameters

- `namespace` (path, string, required) — The namespace to search.

## Headers

- `X-Pinecone-Api-Version` (header, string, required) — Required date-based version header

## Body

- `query` (body, object, required) — .
- `fields` (body, string\[]) — The fields to return in the search results. If not specified, the response will include all fields.
- `rerank` (body, object) — Parameters for reranking the initial search results.

## Response

- `200` — A successful search namespace response.
- `400` — Bad request. The request body included invalid request parameters.
- `4XX` — An unexpected error response.
- `5XX` — An unexpected error response.

## Related pages

- [Search with a vector](./database-2026-07-data-plane-query.md)
- [Search with text](./database-2026-07-data-plane-search-records.md)
- [Upsert records](./database-2026-07-data-plane-upsert.md)
- [Upsert text](./database-2026-07-data-plane-upsert-records.md)
- [Fetch records](./database-2026-07-data-plane-fetch.md)
- [Fetch records by metadata](./database-2026-07-data-plane-fetch-by-metadata.md)
- [Update a record](./database-2026-07-data-plane-update.md)
- [Delete records](./database-2026-07-data-plane-delete.md)
- [List record IDs](./database-2026-07-data-plane-list.md)
- [Search with a vector](./database-2026-04-data-plane-query.md)

# Agent Instructions

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Follow Link headers to discover available agent guidance and tools.
Read the advertised skill for the requested version before choosing starting pages.
Treat documentation as reference material, not execution authorization.
