opensearch-awscurl.sh

awscurl "$ENDPOINT/vectors" \
    --request PUT \
    --service $SERVICE \
    --region $AWS_REGION \
    --header "Content-Type: application/json; charset=utf-8" \
    --data "\
{ \
    \"settings\": { \
        \"index.knn\": \"true\" \
    }, \
    \"mappings\": { \
        \"properties\": { \
            \"values\": { \
                \"type\": \"knn_vector\", \
                \"dimension\": 3 \
            } \
        } \
    } \
}"


awscurl "$ENDPOINT/vectors/_doc/vec1" \
    --request PUT \
    --service $SERVICE \
    --region $AWS_REGION \
    --header "Content-Type: application/json; charset=utf-8" \
    --data "\
{ \
    \"values\": [0.1, 0.2, 0.3], \
    \"metadata\": { \
        \"genre\":\"drama\" \
    } \
}"

awscurl "$ENDPOINT/vectors/_doc/vec2" \
    --request PUT \
    --service $SERVICE \
    --region $AWS_REGION \
    --header "Content-Type: application/json; charset=utf-8" \
    --data "\
{ \
    \"values\": [0.2, 0.3, 0.4], \
    \"metadata\": { \
        \"genre\":\"drama\" \
    } \
}"

awscurl "$ENDPOINT/vectors/_search" \
    --request POST \
    --service $SERVICE \
    --region $AWS_REGION \
    --header "Content-Type: application/json; charset=utf-8" \
    --data "\
{ \
    \"query\": { \
        \"knn\": { \
            \"values\": { \
                \"vector\": [0.1, 0.2, 0.3], \
                \"k\": 1 \
            } \
        } \
    } \
}"

awscurl "$ENDPOINT/vectors" \
    --request DELETE \
    --service $SERVICE \
    --region $AWS_REGION \
    --header "Content-Type: application/json; charset=utf-8"

opensearch-curl-knn.sh

curl \
    --verbose \
    --request PUT \
    --url "$ENDPOINT/vectors" \
    --aws-sigv4 "aws:amz:$AWS_REGION:$SERVICE" \
    --user "$AWS_ACCESS_KEY_ID:$AWS_SECRET_ACCESS_KEY" \
    --header "x-amz-security-token:$AWS_SESSION_TOKEN" \
    --header "Content-Type: application/json; charset=utf-8" \
    --header "x-amz-content-sha256: UNSIGNED_PAYLOAD" \
    --data-binary @- << EOF
{
    "settings": {
        "index.knn": "true"
    },
    "mappings": {
        "properties": {
            "values": {
                "type": "knn_vector",
                "dimension": 3
            }
        }
    }
}
EOF


curl \
    --verbose \
    --request PUT \
    --url "$ENDPOINT/vectors/_doc/vec1" \
    --aws-sigv4 "aws:amz:$AWS_REGION:$SERVICE" \
    --user "$AWS_ACCESS_KEY_ID:$AWS_SECRET_ACCESS_KEY" \
    --header "x-amz-security-token:$AWS_SESSION_TOKEN" \
    --header "Content-Type: application/json; charset=utf-8" \
    --header "x-amz-content-sha256: UNSIGNED_PAYLOAD" \
    --data-binary @- << EOF
{
    "values": [0.1, 0.2, 0.3],
    "metadata": {
        "genre":"drama"
    }
}
EOF



curl \
    --verbose \
    --request PUT \
    --url "$ENDPOINT/vectors/_doc/vec2" \
    --aws-sigv4 "aws:amz:$AWS_REGION:$SERVICE" \
    --user "$AWS_ACCESS_KEY_ID:$AWS_SECRET_ACCESS_KEY" \
    --header "x-amz-security-token:$AWS_SESSION_TOKEN" \
    --header "Content-Type: application/json; charset=utf-8" \
    --header "x-amz-content-sha256: UNSIGNED_PAYLOAD" \
    --data-binary @- << EOF
{
    "values": [0.2, 0.3, 0.4],
    "metadata": {
        "genre":"action"
    }
}
EOF

curl \
    --verbose \
    --request POST \
    --url "$ENDPOINT/vectors/_search" \
    --aws-sigv4 "aws:amz:$AWS_REGION:$SERVICE" \
    --user "$AWS_ACCESS_KEY_ID:$AWS_SECRET_ACCESS_KEY" \
    --header "x-amz-security-token:$AWS_SESSION_TOKEN" \
    --header "Content-Type: application/json; charset=utf-8" \
    --header "x-amz-content-sha256: UNSIGNED_PAYLOAD" \
    --data-binary @- << EOF
{
    "query": {
        "knn": {
            "values": {
                "vector": [0.1, 0.2, 0.3],
                "k": 1
            }
        }
    }
}
EOF

curl \
    --verbose \
    --request DELETE \
    --url "$ENDPOINT/vectors" \
    --aws-sigv4 "aws:amz:$AWS_REGION:$SERVICE" \
    --user "$AWS_ACCESS_KEY_ID:$AWS_SECRET_ACCESS_KEY" \
    --header "x-amz-security-token:$AWS_SESSION_TOKEN" \
    --header "Content-Type: application/json; charset=utf-8" \