Search with text

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: 2025-01" \
  -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: 2025-01" \
  -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 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: 2025-01" \
  -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
    }
}