Search with text
Searching with text is supported only for indexes with integrated embedding. Searching with a query vector or record ID is supported for all indexes.
For guidance and examples, see Search.
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: $PINECONE_API_KEY" \
-H "X-Pinecone-Api-Version: 2026-04" \
-d '{
"query": {
"inputs": {"text": "Disease prevention"},
"top_k": 4,
},
"fields": ["category", "chunk_text"]
"rerank": {
"model": "bge-reranker-v2-m3",
"top_n": 2,
"rank_fields": ["chunk_text"] # Specified field must also be included in 'fields'
}
}'
# Search with a query vector and rerank the results
curl "https://$INDEX_HOST/records/namespaces/$NAMESPACE/search" \
-H "Accept: application/json" \
-H "Content-Type: application/json" \
-H "Api-Key: $PINECONE_API_KEY" \
-H "X-Pinecone-Api-Version: 2026-04" \
-d '{
"query": {
"vector": {
"values": [0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3, 0.3]
},
"top_k": 4,
},
"fields": ["category", "chunk_text"]
"rerank": {
"query": "Disease prevention",
"model": "bge-reranker-v2-m3",
"top_n": 2,
"rank_fields": ["chunk_text"] # Specified field must also be included in 'fields'
}
}'
# Search with a record ID and rerank the results
# Supported only for indexes with integrated embedding
curl "https://$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: 2026-04" \
-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"]
}
}'{
"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
Parameters
Section titled “Parameters”X-Pinecone-Api-Version(header, string, required) — Required date-based version headernamespace(path, string, required) — The namespace to search.
Request body
Section titled “Request 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.
Responses
Section titled “Responses”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.