Request Syntax Request Parameters Response Syntax Response Elements Errors See Also

Query

Searches an index given an input query.

Note

If you are working with large language models (LLMs) or implementing retrieval augmented generation (RAG) systems, you can use Amazon Kendra's Retrieve API, which can return longer semantically relevant passages. We recommend using the Retrieve API instead of filing a service limit increase to increase the Query API document excerpt length.

You can configure boosting or relevance tuning at the query level to override boosting at the index level, filter based on document fields/attributes and faceted search, and filter based on the user or their group access to documents. You can also include certain fields in the response that might provide useful additional information.

A query response contains three types of results.

Relevant suggested answers. The answers can be either a text excerpt or table excerpt. The answer can be highlighted in the excerpt.
Matching FAQs or questions-answer from your FAQ file.
Relevant documents. This result type includes an excerpt of the document with the document title. The searched terms can be highlighted in the excerpt.

You can specify that the query return only one type of result using the QueryResultTypeFilter parameter. Each query returns the 100 most relevant results. If you filter result type to only question-answers, a maximum of four results are returned. If you filter result type to only answers, a maximum of three results are returned.

Important

If you're using an Amazon Kendra Gen AI Enterprise Edition index, you can only use ATTRIBUTE_FILTER to filter search results by user context. If you're using an Amazon Kendra Gen AI Enterprise Edition index and you try to use USER_TOKEN to configure user context policy, Amazon Kendra returns a ValidationException error.

Request Syntax


{
   "AttributeFilter": { 
      "AndAllFilters": [ 
         "AttributeFilter"
      ],
      "ContainsAll": { 
         "Key": "string",
         "Value": { 
            "DateValue": number,
            "LongValue": number,
            "StringListValue": [ "string" ],
            "StringValue": "string"
         }
      },
      "ContainsAny": { 
         "Key": "string",
         "Value": { 
            "DateValue": number,
            "LongValue": number,
            "StringListValue": [ "string" ],
            "StringValue": "string"
         }
      },
      "EqualsTo": { 
         "Key": "string",
         "Value": { 
            "DateValue": number,
            "LongValue": number,
            "StringListValue": [ "string" ],
            "StringValue": "string"
         }
      },
      "GreaterThan": { 
         "Key": "string",
         "Value": { 
            "DateValue": number,
            "LongValue": number,
            "StringListValue": [ "string" ],
            "StringValue": "string"
         }
      },
      "GreaterThanOrEquals": { 
         "Key": "string",
         "Value": { 
            "DateValue": number,
            "LongValue": number,
            "StringListValue": [ "string" ],
            "StringValue": "string"
         }
      },
      "LessThan": { 
         "Key": "string",
         "Value": { 
            "DateValue": number,
            "LongValue": number,
            "StringListValue": [ "string" ],
            "StringValue": "string"
         }
      },
      "LessThanOrEquals": { 
         "Key": "string",
         "Value": { 
            "DateValue": number,
            "LongValue": number,
            "StringListValue": [ "string" ],
            "StringValue": "string"
         }
      },
      "NotFilter": "AttributeFilter",
      "OrAllFilters": [ 
         "AttributeFilter"
      ]
   },
   "CollapseConfiguration": { 
      "DocumentAttributeKey": "string",
      "Expand": boolean,
      "ExpandConfiguration": { 
         "MaxExpandedResultsPerItem": number,
         "MaxResultItemsToExpand": number
      },
      "MissingAttributeKeyStrategy": "string",
      "SortingConfigurations": [ 
         { 
            "DocumentAttributeKey": "string",
            "SortOrder": "string"
         }
      ]
   },
   "DocumentRelevanceOverrideConfigurations": [ 
      { 
         "Name": "string",
         "Relevance": { 
            "Duration": "string",
            "Freshness": boolean,
            "Importance": number,
            "RankOrder": "string",
            "ValueImportanceMap": { 
               "string" : number 
            }
         }
      }
   ],
   "Facets": [ 
      { 
         "DocumentAttributeKey": "string",
         "Facets": [ 
            "Facet"
         ],
         "MaxResults": number
      }
   ],
   "IndexId": "string",
   "PageNumber": number,
   "PageSize": number,
   "QueryResultTypeFilter": "string",
   "QueryText": "string",
   "RequestedDocumentAttributes": [ "string" ],
   "SortingConfiguration": { 
      "DocumentAttributeKey": "string",
      "SortOrder": "string"
   },
   "SortingConfigurations": [ 
      { 
         "DocumentAttributeKey": "string",
         "SortOrder": "string"
      }
   ],
   "SpellCorrectionConfiguration": { 
      "IncludeQuerySpellCheckSuggestions": boolean
   },
   "UserContext": { 
      "DataSourceGroups": [ 
         { 
            "DataSourceId": "string",
            "GroupId": "string"
         }
      ],
      "Groups": [ "string" ],
      "Token": "string",
      "UserId": "string"
   },
   "VisitorId": "string"
}

Request Parameters

For information about the parameters that are common to all actions, see Common Parameters.

The request accepts the following data in JSON format.

AttributeFilter

Filters search results by document fields/attributes. You can only provide one attribute filter; however, the AndAllFilters, NotFilter, and OrAllFilters parameters contain a list of other filters.

The AttributeFilter parameter means you can create a set of filtering rules that a document must satisfy to be included in the query results.

Note

For Amazon Kendra Gen AI Enterprise Edition indices use AttributeFilter to enable document filtering for end users using _email_id or include public documents (_email_id=null).

Type: AttributeFilter object

Required: No

CollapseConfiguration

Provides configuration to determine how to group results by document attribute value, and how to display them (collapsed or expanded) under a designated primary document for each group.

Type: CollapseConfiguration object

Required: No

DocumentRelevanceOverrideConfigurations

Overrides relevance tuning configurations of fields/attributes set at the index level.

If you use this API to override the relevance tuning configured at the index level, but there is no relevance tuning configured at the index level, then Amazon Kendra does not apply any relevance tuning.

If there is relevance tuning configured for fields at the index level, and you use this API to override only some of these fields, then for the fields you did not override, the importance is set to 1.

Type: Array of DocumentRelevanceConfiguration objects

Array Members: Minimum number of 0 items. Maximum number of 500 items.

Required: No

Facets

An array of documents fields/attributes for faceted search. Amazon Kendra returns a count for each field key specified. This helps your users narrow their search.

Type: Array of Facet objects

Required: No

IndexId

The identifier of the index for the search.

Type: String

Length Constraints: Fixed length of 36.

Pattern: [a-zA-Z0-9][a-zA-Z0-9-]*

Required: Yes

PageNumber

Query results are returned in pages the size of the PageSize parameter. By default, Amazon Kendra returns the first page of results. Use this parameter to get result pages after the first one.

Type: Integer

Required: No

PageSize

Sets the number of results that are returned in each page of results. The default page size is 10. The maximum number of results returned is 100. If you ask for more than 100 results, only 100 are returned.

Type: Integer

Required: No

QueryResultTypeFilter

Sets the type of query result or response. Only results for the specified type are returned.

Type: String

Valid Values: DOCUMENT | QUESTION_ANSWER | ANSWER

Required: No

QueryText

The input query text for the search. Amazon Kendra truncates queries at 30 token words, which excludes punctuation and stop words. Truncation still applies if you use Boolean or more advanced, complex queries. For example, Timeoff AND October AND Category:HR is counted as 3 tokens: timeoff, october, hr. For more information, see Searching with advanced query syntax in the Amazon Kendra Developer Guide.

Type: String

Required: No

RequestedDocumentAttributes

An array of document fields/attributes to include in the response. You can limit the response to include certain document fields. By default, all document attributes are included in the response.

Type: Array of strings

Array Members: Minimum number of 1 item. Maximum number of 100 items.

Length Constraints: Minimum length of 1. Maximum length of 200.

Pattern: [a-zA-Z0-9_][a-zA-Z0-9_-]*

Required: No

SortingConfiguration

Provides information that determines how the results of the query are sorted. You can set the field that Amazon Kendra should sort the results on, and specify whether the results should be sorted in ascending or descending order. In the case of ties in sorting the results, the results are sorted by relevance.

If you don't provide sorting configuration, the results are sorted by the relevance that Amazon Kendra determines for the result.

Type: SortingConfiguration object

Required: No

SortingConfigurations

Provides configuration information to determine how the results of a query are sorted.

You can set upto 3 fields that Amazon Kendra should sort the results on, and specify whether the results should be sorted in ascending or descending order. The sort field quota can be increased.

If you don't provide a sorting configuration, the results are sorted by the relevance that Amazon Kendra determines for the result. In the case of ties in sorting the results, the results are sorted by relevance.

Type: Array of SortingConfiguration objects

Array Members: Minimum number of 1 item.

Required: No

SpellCorrectionConfiguration

Enables suggested spell corrections for queries.

Type: SpellCorrectionConfiguration object

Required: No

UserContext

The user context token or user and group information.

Type: UserContext object

Required: No

VisitorId

Provides an identifier for a specific user. The VisitorId should be a unique identifier, such as a GUID. Don't use personally identifiable information, such as the user's email address, as the VisitorId.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 256.

Pattern: [a-zA-Z0-9][a-zA-Z0-9_-]*

Required: No

Response Syntax


{
   "FacetResults": [ 
      { 
         "DocumentAttributeKey": "string",
         "DocumentAttributeValueCountPairs": [ 
            { 
               "Count": number,
               "DocumentAttributeValue": { 
                  "DateValue": number,
                  "LongValue": number,
                  "StringListValue": [ "string" ],
                  "StringValue": "string"
               },
               "FacetResults": [ 
                  "FacetResult"
               ]
            }
         ],
         "DocumentAttributeValueType": "string"
      }
   ],
   "FeaturedResultsItems": [ 
      { 
         "AdditionalAttributes": [ 
            { 
               "Key": "string",
               "Value": { 
                  "TextWithHighlightsValue": { 
                     "Highlights": [ 
                        { 
                           "BeginOffset": number,
                           "EndOffset": number,
                           "TopAnswer": boolean,
                           "Type": "string"
                        }
                     ],
                     "Text": "string"
                  }
               },
               "ValueType": "string"
            }
         ],
         "DocumentAttributes": [ 
            { 
               "Key": "string",
               "Value": { 
                  "DateValue": number,
                  "LongValue": number,
                  "StringListValue": [ "string" ],
                  "StringValue": "string"
               }
            }
         ],
         "DocumentExcerpt": { 
            "Highlights": [ 
               { 
                  "BeginOffset": number,
                  "EndOffset": number,
                  "TopAnswer": boolean,
                  "Type": "string"
               }
            ],
            "Text": "string"
         },
         "DocumentId": "string",
         "DocumentTitle": { 
            "Highlights": [ 
               { 
                  "BeginOffset": number,
                  "EndOffset": number,
                  "TopAnswer": boolean,
                  "Type": "string"
               }
            ],
            "Text": "string"
         },
         "DocumentURI": "string",
         "FeedbackToken": "string",
         "Id": "string",
         "Type": "string"
      }
   ],
   "QueryId": "string",
   "ResultItems": [ 
      { 
         "AdditionalAttributes": [ 
            { 
               "Key": "string",
               "Value": { 
                  "TextWithHighlightsValue": { 
                     "Highlights": [ 
                        { 
                           "BeginOffset": number,
                           "EndOffset": number,
                           "TopAnswer": boolean,
                           "Type": "string"
                        }
                     ],
                     "Text": "string"
                  }
               },
               "ValueType": "string"
            }
         ],
         "CollapsedResultDetail": { 
            "DocumentAttribute": { 
               "Key": "string",
               "Value": { 
                  "DateValue": number,
                  "LongValue": number,
                  "StringListValue": [ "string" ],
                  "StringValue": "string"
               }
            },
            "ExpandedResults": [ 
               { 
                  "DocumentAttributes": [ 
                     { 
                        "Key": "string",
                        "Value": { 
                           "DateValue": number,
                           "LongValue": number,
                           "StringListValue": [ "string" ],
                           "StringValue": "string"
                        }
                     }
                  ],
                  "DocumentExcerpt": { 
                     "Highlights": [ 
                        { 
                           "BeginOffset": number,
                           "EndOffset": number,
                           "TopAnswer": boolean,
                           "Type": "string"
                        }
                     ],
                     "Text": "string"
                  },
                  "DocumentId": "string",
                  "DocumentTitle": { 
                     "Highlights": [ 
                        { 
                           "BeginOffset": number,
                           "EndOffset": number,
                           "TopAnswer": boolean,
                           "Type": "string"
                        }
                     ],
                     "Text": "string"
                  },
                  "DocumentURI": "string",
                  "Id": "string"
               }
            ]
         },
         "DocumentAttributes": [ 
            { 
               "Key": "string",
               "Value": { 
                  "DateValue": number,
                  "LongValue": number,
                  "StringListValue": [ "string" ],
                  "StringValue": "string"
               }
            }
         ],
         "DocumentExcerpt": { 
            "Highlights": [ 
               { 
                  "BeginOffset": number,
                  "EndOffset": number,
                  "TopAnswer": boolean,
                  "Type": "string"
               }
            ],
            "Text": "string"
         },
         "DocumentId": "string",
         "DocumentTitle": { 
            "Highlights": [ 
               { 
                  "BeginOffset": number,
                  "EndOffset": number,
                  "TopAnswer": boolean,
                  "Type": "string"
               }
            ],
            "Text": "string"
         },
         "DocumentURI": "string",
         "FeedbackToken": "string",
         "Format": "string",
         "Id": "string",
         "ScoreAttributes": { 
            "ScoreConfidence": "string"
         },
         "TableExcerpt": { 
            "Rows": [ 
               { 
                  "Cells": [ 
                     { 
                        "Header": boolean,
                        "Highlighted": boolean,
                        "TopAnswer": boolean,
                        "Value": "string"
                     }
                  ]
               }
            ],
            "TotalNumberOfRows": number
         },
         "Type": "string"
      }
   ],
   "SpellCorrectedQueries": [ 
      { 
         "Corrections": [ 
            { 
               "BeginOffset": number,
               "CorrectedTerm": "string",
               "EndOffset": number,
               "Term": "string"
            }
         ],
         "SuggestedQueryText": "string"
      }
   ],
   "TotalNumberOfResults": number,
   "Warnings": [ 
      { 
         "Code": "string",
         "Message": "string"
      }
   ]
}

Response Elements

If the action is successful, the service sends back an HTTP 200 response.

The following data is returned in JSON format by the service.

FacetResults

Contains the facet results. A FacetResult contains the counts for each field/attribute key that was specified in the Facets input parameter.

Type: Array of FacetResult objects

FeaturedResultsItems

The list of featured result items. Featured results are displayed at the top of the search results page, placed above all other results for certain queries. If there's an exact match of a query, then certain documents are featured in the search results.

Type: Array of FeaturedResultsItem objects

QueryId

The identifier for the search. You also use QueryId to identify the search when using the SubmitFeedback API.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 36.

Pattern: [a-zA-Z0-9][a-zA-Z0-9-]*

ResultItems

The results of the search.

Type: Array of QueryResultItem objects

SpellCorrectedQueries

A list of information related to suggested spell corrections for a query.

Type: Array of SpellCorrectedQuery objects

TotalNumberOfResults

The total number of items found by the search. However, you can only retrieve up to 100 items. For example, if the search found 192 items, you can only retrieve the first 100 of the items.

Type: Integer

Warnings

A list of warning codes and their messages on problems with your query.

Amazon Kendra currently only supports one type of warning, which is a warning on invalid syntax used in the query. For examples of invalid query syntax, see Searching with advanced query syntax.

Type: Array of Warning objects

Array Members: Fixed number of 1 item.

Errors

For information about the errors that are common to all actions, see Common Errors.

AccessDeniedException

You don't have sufficient access to perform this action. Please ensure you have the required permission policies and user accounts and try again.

HTTP Status Code: 400

ConflictException

A conflict occurred with the request. Please fix any inconsistences with your resources and try again.

HTTP Status Code: 400

InternalServerException

An issue occurred with the internal server used for your Amazon Kendra service. Please wait a few minutes and try again, or contact Support for help.

HTTP Status Code: 500

ResourceNotFoundException

The resource you want to use doesn’t exist. Please check you have provided the correct resource and try again.

HTTP Status Code: 400

ServiceQuotaExceededException

You have exceeded the set limits for your Amazon Kendra service. Please see Quotas for more information, or contact Support to inquire about an increase of limits.

HTTP Status Code: 400

ThrottlingException

The request was denied due to request throttling. Please reduce the number of requests and try again.

HTTP Status Code: 400

ValidationException

The input fails to satisfy the constraints set by the Amazon Kendra service. Please provide the correct input and try again.

HTTP Status Code: 400