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REST API

SearchRequest

All request properties are optional. An empty request matches all documents in the index.

Example

{
"query": [
{
"type": "text",
"text": "silent spr",
"fields": {
"name": 3
}
},
{
"field": "published",
"match": {
"value": true
}
}
],
"filters": [
{
"field": "category",
"match": {
"type": "in",
"values": [
"fiction",
"poetry"
]
}
}
],
"facets": [
{
"field": "category"
}
],
"sort": [
{
"type": "score"
},
{
"field": "name",
"order": "asc"
}
],
"fields": [
"name",
"price"
],
"limit": 20
}

Properties

Clauses that a matching document must satisfy. Clauses in the array are combined with an implicit AND. Evaluated clauses narrow all facet counts. If omitted, matches all documents.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
9 types
FieldClausetype: "field"
Matches documents by the value of a single field. The targeted field must be indexed for the requested matcher usage; if it is not configured for that usage, the request returns search:usage_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
fieldstringrequired
Target field, as named in the index definition.
Example
"category"
matchMatcherrequired
Criteria evaluated against the field's values.
Example
{
"value": "fiction"
}
9 types
EqualsMatchertype: "equals"
Matches field values equal to value.
Example
{
"value": "fiction"
}
valueanyrequired
The value that the field value must equal.
Example
"fiction"
InMatchertype: "in"
Matches field values equal to any value in values. An empty array matches no documents.
Example
{
"type": "in",
"values": [
"fiction",
"poetry"
]
}
valuesany[]required
The values that a field value may equal.
AnyMatchertype: "any"
Matches any document that contains a value for the field.
Example
{
"type": "any"
}
PrefixMatchertype: "prefix"
Matches string field values starting with value, evaluated against the entire field value.
Example
{
"type": "prefix",
"value": "EX-"
}
valuestringrequired
The prefix that a field value must start with.
Example
"EX-"
UnderMatchertype: "under"
Matches values at or below the specified path in a hierarchical tree. Requires a field configured with hierarchy. Path segments must match complete levels, so Men/Sho matches nothing where a prefix matcher matches.
Example
{
"type": "under",
"path": "Men/Shoes"
}
pathstringrequired
Path in the hierarchical tree to match at or below.
Example
"Men/Shoes"
RangeMatchertype: "range"
Matches values within bounds. Accepts inclusive (gte, lte) and exclusive (gt, lt) bounds; either side may be left open, and at least one bound is required (search:matcher:range_empty).
Example
{
"type": "range",
"gte": 10,
"lt": 20
}
gteany
Lower bound, the value itself included.
Example
10
gtany
Lower bound, the value itself excluded.
lteany
Upper bound, the value itself included.
ltany
Upper bound, exclusive.
Example
20
RangesMatchertype: "ranges"
Matches values falling within any of the specified range objects. An empty array matches no documents, matching the behavior of an empty in matcher.
Example
{
"type": "ranges",
"values": [
{
"gte": 10,
"lt": 20
},
{
"gte": 50
}
]
}
valuesMatcherRange[]required
The ranges to evaluate, each requiring at least one bound. A bucket returned by a range facet sets from as gte and to as lt.
Example
{
"gte": 10,
"lt": 20
}
4 properties
gteany
Lower bound, the value itself included.
Example
10
gtany
Lower bound, the value itself excluded.
lteany
Upper bound, the value itself included.
ltany
Upper bound, exclusive.
Example
20
TextMatchertype: "text"
Matches text within a single field using field-level analysis.
Example
{
"type": "text",
"text": "silent spring",
"match": "phrase"
}
textstringrequired
The query text to match.
matchMatch
Term matching mode. phrase requires terms to appear in exact order and adjacent; user parses search syntax such as quotes and negation.
Default
"all"
Values
"all", "any", "phrase", "user"
joinJoin
How the parts of user text combine: all requires every word and every quoted phrase, any accepts a document that holds one of them. Excluded terms (-word) always apply. Setting join with any other match returns search:clause:join_unsupported.
Default
"all"
Values
"all", "any"
prefixPrefix
Prefix matching behavior on the final query term. last_token matches the trailing word as a prefix; off requires an exact word match.
Default
"last_token"
Values
"last_token", "off"
Typo tolerance handling. auto follows the field's typoTolerance configuration; off disables typo tolerance for the matcher.
Default
"auto"
Values
"auto", "off"
slopinteger
Number of intervening words permitted between terms in a phrase, without changing their relative order. Only applies to phrase queries or quoted phrases in user mode.
Default
0
Format
int32
relaxRelax
Query relaxation strategy applied only when the query returns zero matches. See Finding something rather than nothing.
Default
"unmatched"
Values
"off", "unmatched", "words"
interpretInterpretMode
Whether parts of user text are read as filters on the fields of the index: auto reads a number typed next to the unit of a number field, or next to a comparative word such as under, as a filter on that field; off takes every word as text. Whatever was read is reported as interpreted beside the results. See Reading numbers and units.
Default
"auto"
Values
"auto", "off"
DistanceMatchertype: "distance"
Matches geopoint values within radius meters of the specified latitude and longitude coordinates.
Example
{
"type": "distance",
"lat": 59.3,
"lon": 18.1,
"radius": 5000
}
latnumberrequired
Latitude of the origin, in degrees.
Format
double
Range
-90 to 90
Example
59.3
lonnumberrequired
Longitude of the origin, in degrees.
Format
double
Range
-180 to 180
Example
18.1
radiusnumberrequired
Maximum distance from the origin in meters.
Format
double
Example
5000
TextClausetype: "text"
Matches query text across one or more fields. Phrase queries operate within a single field and match terms exactly as typed, regardless of field typoTolerance. Fields defined only for autocomplete do not support phrase matching. See text.
Example
{
"type": "text",
"text": "silent spr",
"fields": {
"name": 3,
"description": null
}
}
textstringrequired
The query text to match.
Example
"silent spr"
fieldsmap of number
Object mapping field names to score weights. A field mapped to null uses the weight from its field definition. If omitted, searches all searchable fields, skipping autocomplete-only fields.
1 property
<key>number
Format
float
matchMatch
Term matching mode. phrase requires terms to appear in exact order and adjacent; user parses search syntax such as quotes and negation.
Default
"all"
Values
"all", "any", "phrase", "user"
joinJoin
How the parts of user text combine: all requires every word and every quoted phrase, any accepts a document that holds one of them. Excluded terms (-word) always apply, and a filter read out of the text is one of the parts. Setting join with any other match returns search:clause:join_unsupported. See Reading what was typed.
Default
"all"
Values
"all", "any"
prefixPrefix
Prefix matching behavior on the final query term. last_token matches the trailing word as a prefix; off requires an exact word match.
Default
"last_token"
Values
"last_token", "off"
Typo tolerance handling. auto follows each field's typoTolerance configuration; off disables typo tolerance for the clause.
Default
"auto"
Values
"auto", "off"
slopinteger
Number of intervening words permitted between terms in a phrase, without changing their relative order. Setting slop above 0 with "match": "all" or "match": "any" returns search:clause:slop_unsupported.
Default
0
Format
int32
relaxRelax
Query relaxation strategy applied only when the query returns zero matches. See Finding something rather than nothing.
Default
"unmatched"
Values
"off", "unmatched", "words"
combineCombine
Scope for multi-field term matching. term evaluates each term across all targeted fields, so terms may appear in different fields; field requires a single field to satisfy match on its own. Ignored by phrase queries.
Default
"term"
Values
"term", "field"
interpretInterpret
Whether parts of user text are read as filters on the fields of the index, given as a mode or as the targets to read on. See Reading numbers and units.
Default
"auto"
2 types
Whether parts of user text are read as filters: auto reads a number typed next to a unit or a comparative word as a filter on the field declaring that unit, off takes every word as text.
Reads user text as filters on the named targets only. A number typed with a unit is read on every target declaring that unit; a number typed without one is read on every target holding a currency, when they all hold the same currency.
Example
{
"fields": [
{
"field": "prices.amount"
}
]
}
fieldsInterpretTarget[]required
The targets a reading may be a filter on. At least one is required.
Example
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "customer"
}
}
],
"fallback": [
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "store"
}
}
]
}
]
}
3 properties
fieldstringrequired
The field, as named in the index definition.
Example
"prices.amount"
Clauses that must hold where the number is read: in the same value as the field for a field inside a nested list, and for the document otherwise. Takes what a nested clause takes: field, text, and, or, not and boost. A clause naming a field outside the list returns search:nested:field_not_inside.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
Targets read instead, in order, where the document holds no value on this one - a product with no price on the customer's list is read on the store's list. Every target of the chain must declare the same unit; one in another unit returns search:interpret:fallback_unit_mismatch.
Example
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "customer"
}
}
],
"fallback": [
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "store"
}
}
]
}
]
}
KnnClausetype: "knn"
Matches the k nearest documents by vector distance in a specified field, scored by proximity. Cannot be combined with hits (search:hits:knn_unsupported).
Example
{
"type": "knn",
"field": "embedding",
"vector": [
0.1,
0.2
],
"k": 10,
"filter": [
{
"field": "published",
"match": {
"value": true
}
}
]
}
fieldstringrequired
The vector field to search.
Example
"embedding"
vectornumber[]required
The query vector. Its length must match the dimensions declared in the field definition.
Format
float
kintegerrequired
Number of nearest documents to return, at most EXOFIND_SEARCH_MAX_KNN_K.
Format
int32
filterClause[]
Clauses that documents must satisfy before nearest-neighbor evaluation.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
NestedClausetype: "nested"
Matches documents where a single element of a nested object field satisfies all child clauses. A nested clause on a flattened object field returns search:nested:path_not_nested; on a non-object field it returns an error. See nested.
Example
{
"type": "nested",
"path": "variants",
"clauses": [
{
"field": "variants.color",
"match": {
"value": "red"
}
},
{
"field": "variants.price",
"match": {
"type": "range",
"lt": 20
}
}
]
}
pathstringrequired
Name of the nested object field.
Example
"variants"
clausesClause[]
Clauses evaluated within a single nested object value, naming fields by their dotted path. An empty array matches any document where the object field is present. May contain field, text, knn, and, or, not and boost; a clause that only means something for whole documents, such as another nested or a fuse, returns search:nested:clause_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
scoreScore
Scoring mode for aggregating matching nested values. Only applies when scoring clauses exist within the nested clause.
Default
"max"
Values
"max", "min", "avg", "total"
AndClausetype: "and"
Matches documents where all child clauses match.
Example
{
"type": "and",
"clauses": [
{
"field": "category",
"match": {
"value": "fiction"
}
},
{
"field": "published",
"match": {
"value": true
}
}
]
}
clausesClause[]required
Child clauses, all of which must match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
OrClausetype: "or"
Matches documents where at least one child clause matches.
Example
{
"type": "or",
"clauses": [
{
"field": "category",
"match": {
"value": "fiction"
}
},
{
"field": "category",
"match": {
"value": "poetry"
}
}
]
}
clausesClause[]required
Child clauses, at least one of which must match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
NotClausetype: "not"
Matches documents where no child clause matches.
Example
{
"type": "not",
"clauses": [
{
"field": "discontinued",
"match": {
"value": true
}
}
]
}
clausesClause[]required
Child clauses, none of which may match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
BoostClausetype: "boost"
Increases the relevance score of documents that satisfy child clauses without excluding non-matching documents.
Example
{
"type": "boost",
"weight": 2,
"clauses": [
{
"field": "featured",
"match": {
"value": true
}
}
]
}
weightnumberrequired
Multiplier applied to matching documents. Values greater than 1 increase score; values between 0 and 1 decrease score. Leaving it out, or setting it below 0 or to a non-finite number, returns search:clause:weight_out_of_range.
Format
float
Example
2
clausesClause[]required
Clauses required to apply the boost weight.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
FuseClausetype: "fuse"
Matches documents across several rankings, scored and merged by rank. Documents are scored by the sum of weight / (rankConstant + rank) across the rankings that reached them. Because the clause reads only result positions, scores from different scales (such as BM25 text relevance and vector similarity) combine without normalization. Matches at most depth results per ranking. See fuse.
Example
{
"type": "fuse",
"depth": 200,
"rankConstant": 60,
"rankings": [
{
"clauses": [
{
"type": "text",
"text": "waterproof jacket",
"fields": {
"name": null
}
}
]
},
{
"clauses": [
{
"type": "knn",
"field": "embedding",
"vector": [
0.1,
0.2
],
"k": 200
}
],
"weight": 0.5
}
],
"filter": [
{
"field": "inStock",
"match": {
"value": true
}
}
]
}
rankingsFuseRanking[]required
Rankings to run and merge. Specifying fewer than two rankings returns search:clause:rankings_too_few.
Example
{
"clauses": [
{
"type": "text",
"text": "waterproof jacket",
"fields": {
"name": null
}
}
],
"weight": 0.5
}
2 properties
clausesClause[]required
Clauses the ranking searches for, combined with an implicit AND. At least one clause is required.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
weightnumber
Multiplier that scales the ranking's contribution relative to other rankings. It cannot reorder results within the ranking.
Default
1
Format
float
depthinteger
Number of results read from each ranking. Pagination cannot exceed the merged list, similar to k in a knn clause. Must be at least 1, and at most EXOFIND_SEARCH_MAX_FUSE_DEPTH.
Default
100
Format
int32
rankConstantnumber
Constant added to each rank before it is inverted. Lower values increase the weight of the highest-ranked results in each ranking; higher values flatten the difference across ranks, giving more weight to documents found by multiple rankings. Must be above 0.
Default
60
Format
float
filterClause[]
Clauses that narrow every ranking before it is cut to depth. A knn clause inside a ranking applies filter entries as a pre-filter, ensuring the vector ranking returns k results. Clauses placed beside the fuse clause filter the merged list after each ranking is cut to depth.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
filtersClause[]
Refinement clauses, specified as field clauses or nested clauses. Filters narrow hits, but facets on the filtered field exclude their own filter entries from counts by default (see Facets). Unsupported clause types return search:filter:clause_unsupported. Clauses that score results return search:filter:scoring_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
9 types
FieldClausetype: "field"
Matches documents by the value of a single field. The targeted field must be indexed for the requested matcher usage; if it is not configured for that usage, the request returns search:usage_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
fieldstringrequired
Target field, as named in the index definition.
Example
"category"
matchMatcherrequired
Criteria evaluated against the field's values.
Example
{
"value": "fiction"
}
9 types
EqualsMatchertype: "equals"
Matches field values equal to value.
Example
{
"value": "fiction"
}
valueanyrequired
The value that the field value must equal.
Example
"fiction"
InMatchertype: "in"
Matches field values equal to any value in values. An empty array matches no documents.
Example
{
"type": "in",
"values": [
"fiction",
"poetry"
]
}
valuesany[]required
The values that a field value may equal.
AnyMatchertype: "any"
Matches any document that contains a value for the field.
Example
{
"type": "any"
}
PrefixMatchertype: "prefix"
Matches string field values starting with value, evaluated against the entire field value.
Example
{
"type": "prefix",
"value": "EX-"
}
valuestringrequired
The prefix that a field value must start with.
Example
"EX-"
UnderMatchertype: "under"
Matches values at or below the specified path in a hierarchical tree. Requires a field configured with hierarchy. Path segments must match complete levels, so Men/Sho matches nothing where a prefix matcher matches.
Example
{
"type": "under",
"path": "Men/Shoes"
}
pathstringrequired
Path in the hierarchical tree to match at or below.
Example
"Men/Shoes"
RangeMatchertype: "range"
Matches values within bounds. Accepts inclusive (gte, lte) and exclusive (gt, lt) bounds; either side may be left open, and at least one bound is required (search:matcher:range_empty).
Example
{
"type": "range",
"gte": 10,
"lt": 20
}
gteany
Lower bound, the value itself included.
Example
10
gtany
Lower bound, the value itself excluded.
lteany
Upper bound, the value itself included.
ltany
Upper bound, exclusive.
Example
20
RangesMatchertype: "ranges"
Matches values falling within any of the specified range objects. An empty array matches no documents, matching the behavior of an empty in matcher.
Example
{
"type": "ranges",
"values": [
{
"gte": 10,
"lt": 20
},
{
"gte": 50
}
]
}
valuesMatcherRange[]required
The ranges to evaluate, each requiring at least one bound. A bucket returned by a range facet sets from as gte and to as lt.
Example
{
"gte": 10,
"lt": 20
}
4 properties
gteany
Lower bound, the value itself included.
Example
10
gtany
Lower bound, the value itself excluded.
lteany
Upper bound, the value itself included.
ltany
Upper bound, exclusive.
Example
20
TextMatchertype: "text"
Matches text within a single field using field-level analysis.
Example
{
"type": "text",
"text": "silent spring",
"match": "phrase"
}
textstringrequired
The query text to match.
matchMatch
Term matching mode. phrase requires terms to appear in exact order and adjacent; user parses search syntax such as quotes and negation.
Default
"all"
Values
"all", "any", "phrase", "user"
joinJoin
How the parts of user text combine: all requires every word and every quoted phrase, any accepts a document that holds one of them. Excluded terms (-word) always apply. Setting join with any other match returns search:clause:join_unsupported.
Default
"all"
Values
"all", "any"
prefixPrefix
Prefix matching behavior on the final query term. last_token matches the trailing word as a prefix; off requires an exact word match.
Default
"last_token"
Values
"last_token", "off"
Typo tolerance handling. auto follows the field's typoTolerance configuration; off disables typo tolerance for the matcher.
Default
"auto"
Values
"auto", "off"
slopinteger
Number of intervening words permitted between terms in a phrase, without changing their relative order. Only applies to phrase queries or quoted phrases in user mode.
Default
0
Format
int32
relaxRelax
Query relaxation strategy applied only when the query returns zero matches. See Finding something rather than nothing.
Default
"unmatched"
Values
"off", "unmatched", "words"
interpretInterpretMode
Whether parts of user text are read as filters on the fields of the index: auto reads a number typed next to the unit of a number field, or next to a comparative word such as under, as a filter on that field; off takes every word as text. Whatever was read is reported as interpreted beside the results. See Reading numbers and units.
Default
"auto"
Values
"auto", "off"
DistanceMatchertype: "distance"
Matches geopoint values within radius meters of the specified latitude and longitude coordinates.
Example
{
"type": "distance",
"lat": 59.3,
"lon": 18.1,
"radius": 5000
}
latnumberrequired
Latitude of the origin, in degrees.
Format
double
Range
-90 to 90
Example
59.3
lonnumberrequired
Longitude of the origin, in degrees.
Format
double
Range
-180 to 180
Example
18.1
radiusnumberrequired
Maximum distance from the origin in meters.
Format
double
Example
5000
TextClausetype: "text"
Matches query text across one or more fields. Phrase queries operate within a single field and match terms exactly as typed, regardless of field typoTolerance. Fields defined only for autocomplete do not support phrase matching. See text.
Example
{
"type": "text",
"text": "silent spr",
"fields": {
"name": 3,
"description": null
}
}
textstringrequired
The query text to match.
Example
"silent spr"
fieldsmap of number
Object mapping field names to score weights. A field mapped to null uses the weight from its field definition. If omitted, searches all searchable fields, skipping autocomplete-only fields.
1 property
<key>number
Format
float
matchMatch
Term matching mode. phrase requires terms to appear in exact order and adjacent; user parses search syntax such as quotes and negation.
Default
"all"
Values
"all", "any", "phrase", "user"
joinJoin
How the parts of user text combine: all requires every word and every quoted phrase, any accepts a document that holds one of them. Excluded terms (-word) always apply, and a filter read out of the text is one of the parts. Setting join with any other match returns search:clause:join_unsupported. See Reading what was typed.
Default
"all"
Values
"all", "any"
prefixPrefix
Prefix matching behavior on the final query term. last_token matches the trailing word as a prefix; off requires an exact word match.
Default
"last_token"
Values
"last_token", "off"
Typo tolerance handling. auto follows each field's typoTolerance configuration; off disables typo tolerance for the clause.
Default
"auto"
Values
"auto", "off"
slopinteger
Number of intervening words permitted between terms in a phrase, without changing their relative order. Setting slop above 0 with "match": "all" or "match": "any" returns search:clause:slop_unsupported.
Default
0
Format
int32
relaxRelax
Query relaxation strategy applied only when the query returns zero matches. See Finding something rather than nothing.
Default
"unmatched"
Values
"off", "unmatched", "words"
combineCombine
Scope for multi-field term matching. term evaluates each term across all targeted fields, so terms may appear in different fields; field requires a single field to satisfy match on its own. Ignored by phrase queries.
Default
"term"
Values
"term", "field"
interpretInterpret
Whether parts of user text are read as filters on the fields of the index, given as a mode or as the targets to read on. See Reading numbers and units.
Default
"auto"
2 types
Whether parts of user text are read as filters: auto reads a number typed next to a unit or a comparative word as a filter on the field declaring that unit, off takes every word as text.
Reads user text as filters on the named targets only. A number typed with a unit is read on every target declaring that unit; a number typed without one is read on every target holding a currency, when they all hold the same currency.
Example
{
"fields": [
{
"field": "prices.amount"
}
]
}
fieldsInterpretTarget[]required
The targets a reading may be a filter on. At least one is required.
Example
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "customer"
}
}
],
"fallback": [
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "store"
}
}
]
}
]
}
3 properties
fieldstringrequired
The field, as named in the index definition.
Example
"prices.amount"
Clauses that must hold where the number is read: in the same value as the field for a field inside a nested list, and for the document otherwise. Takes what a nested clause takes: field, text, and, or, not and boost. A clause naming a field outside the list returns search:nested:field_not_inside.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
Targets read instead, in order, where the document holds no value on this one - a product with no price on the customer's list is read on the store's list. Every target of the chain must declare the same unit; one in another unit returns search:interpret:fallback_unit_mismatch.
Example
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "customer"
}
}
],
"fallback": [
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "store"
}
}
]
}
]
}
KnnClausetype: "knn"
Matches the k nearest documents by vector distance in a specified field, scored by proximity. Cannot be combined with hits (search:hits:knn_unsupported).
Example
{
"type": "knn",
"field": "embedding",
"vector": [
0.1,
0.2
],
"k": 10,
"filter": [
{
"field": "published",
"match": {
"value": true
}
}
]
}
fieldstringrequired
The vector field to search.
Example
"embedding"
vectornumber[]required
The query vector. Its length must match the dimensions declared in the field definition.
Format
float
kintegerrequired
Number of nearest documents to return, at most EXOFIND_SEARCH_MAX_KNN_K.
Format
int32
filterClause[]
Clauses that documents must satisfy before nearest-neighbor evaluation.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
NestedClausetype: "nested"
Matches documents where a single element of a nested object field satisfies all child clauses. A nested clause on a flattened object field returns search:nested:path_not_nested; on a non-object field it returns an error. See nested.
Example
{
"type": "nested",
"path": "variants",
"clauses": [
{
"field": "variants.color",
"match": {
"value": "red"
}
},
{
"field": "variants.price",
"match": {
"type": "range",
"lt": 20
}
}
]
}
pathstringrequired
Name of the nested object field.
Example
"variants"
clausesClause[]
Clauses evaluated within a single nested object value, naming fields by their dotted path. An empty array matches any document where the object field is present. May contain field, text, knn, and, or, not and boost; a clause that only means something for whole documents, such as another nested or a fuse, returns search:nested:clause_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
scoreScore
Scoring mode for aggregating matching nested values. Only applies when scoring clauses exist within the nested clause.
Default
"max"
Values
"max", "min", "avg", "total"
AndClausetype: "and"
Matches documents where all child clauses match.
Example
{
"type": "and",
"clauses": [
{
"field": "category",
"match": {
"value": "fiction"
}
},
{
"field": "published",
"match": {
"value": true
}
}
]
}
clausesClause[]required
Child clauses, all of which must match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
OrClausetype: "or"
Matches documents where at least one child clause matches.
Example
{
"type": "or",
"clauses": [
{
"field": "category",
"match": {
"value": "fiction"
}
},
{
"field": "category",
"match": {
"value": "poetry"
}
}
]
}
clausesClause[]required
Child clauses, at least one of which must match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
NotClausetype: "not"
Matches documents where no child clause matches.
Example
{
"type": "not",
"clauses": [
{
"field": "discontinued",
"match": {
"value": true
}
}
]
}
clausesClause[]required
Child clauses, none of which may match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
BoostClausetype: "boost"
Increases the relevance score of documents that satisfy child clauses without excluding non-matching documents.
Example
{
"type": "boost",
"weight": 2,
"clauses": [
{
"field": "featured",
"match": {
"value": true
}
}
]
}
weightnumberrequired
Multiplier applied to matching documents. Values greater than 1 increase score; values between 0 and 1 decrease score. Leaving it out, or setting it below 0 or to a non-finite number, returns search:clause:weight_out_of_range.
Format
float
Example
2
clausesClause[]required
Clauses required to apply the boost weight.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
FuseClausetype: "fuse"
Matches documents across several rankings, scored and merged by rank. Documents are scored by the sum of weight / (rankConstant + rank) across the rankings that reached them. Because the clause reads only result positions, scores from different scales (such as BM25 text relevance and vector similarity) combine without normalization. Matches at most depth results per ranking. See fuse.
Example
{
"type": "fuse",
"depth": 200,
"rankConstant": 60,
"rankings": [
{
"clauses": [
{
"type": "text",
"text": "waterproof jacket",
"fields": {
"name": null
}
}
]
},
{
"clauses": [
{
"type": "knn",
"field": "embedding",
"vector": [
0.1,
0.2
],
"k": 200
}
],
"weight": 0.5
}
],
"filter": [
{
"field": "inStock",
"match": {
"value": true
}
}
]
}
rankingsFuseRanking[]required
Rankings to run and merge. Specifying fewer than two rankings returns search:clause:rankings_too_few.
Example
{
"clauses": [
{
"type": "text",
"text": "waterproof jacket",
"fields": {
"name": null
}
}
],
"weight": 0.5
}
2 properties
clausesClause[]required
Clauses the ranking searches for, combined with an implicit AND. At least one clause is required.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
weightnumber
Multiplier that scales the ranking's contribution relative to other rankings. It cannot reorder results within the ranking.
Default
1
Format
float
depthinteger
Number of results read from each ranking. Pagination cannot exceed the merged list, similar to k in a knn clause. Must be at least 1, and at most EXOFIND_SEARCH_MAX_FUSE_DEPTH.
Default
100
Format
int32
rankConstantnumber
Constant added to each rank before it is inverted. Lower values increase the weight of the highest-ranked results in each ranking; higher values flatten the difference across ranks, giving more weight to documents found by multiple rankings. Must be above 0.
Default
60
Format
float
filterClause[]
Clauses that narrow every ranking before it is cut to depth. A knn clause inside a ranking applies filter entries as a pre-filter, ensuring the vector ranking returns k results. Clauses placed beside the fuse clause filter the merged list after each ranking is cut to depth.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
facetsFacetRequest[]
Fields to aggregate match counts for. See Facets. If omitted, no facet counts are calculated.
Example
{
"field": "category",
"limit": 20,
"order": "count"
}
8 properties
namestring
Key used for the facet in the response. Required when faceting on the same field multiple times. Duplicate facet names return search:facet:name_duplicate. Defaults to the field name.
fieldstringrequired
Target field to aggregate.
Example
"category"
limitinteger
Maximum number of facet values to return, at most EXOFIND_SEARCH_MAX_FACET_VALUES.
Default
10
Format
int32
Range
1 or more
Sort order of facet values: "count" (descending by count), "value" (ascending by value), or "declared" (the order the search settings declare for the field's values, followed by every other value by count).
Default
"count"
Values
"count", "value", "declared"
rangesFacetRange[]
Array of range bucket definitions. See Range buckets. Cannot be combined with limit or order (search:facet:ranges_conflicting).
Example
{
"from": 100,
"to": 200
}
2 properties
fromany
The lowest value the bucket holds, itself included. Omit for no lower end.
Example
100
toany
Where the bucket ends, itself not included. Omit for no upper end.
Example
200
pathstring
Starting path level for hierarchical fields. See Counting down a tree. Defaults to the root.
depthinteger
Number of hierarchical levels below path to count.
Default
1
Format
int32
Range
1 to 10
excludeFiltersstring[]
List of field paths whose filter entries are excluded from this facet's calculation. Defaults to the facet's own field path. An empty array [] disables filter exclusion. A blank path returns search:facet:exclude_filters_invalid.
sortSort[]
Order in which results are returned. If omitted, results are sorted by relevance score in descending order.
Example
{
"field": "name",
"order": "asc"
}
3 types
FieldSorttype: "field"
Sorts by field value. The target field must have sorting enabled. A field inside a nested object is named by its dotted path, and only the nested values that the query's nested clauses matched are considered.
Example
{
"field": "name",
"order": "asc"
}
fieldstringrequired
Target field, as named in the index definition.
Example
"name"
Direction to order in.
Default
"asc"
Values
"asc", "desc"
ScoreSorttype: "score"
Sorts by document relevance score.
Example
{
"type": "score"
}
Direction to order in.
Default
"desc"
Values
"asc", "desc"
DistanceSorttype: "distance"
Sorts by distance from the specified geographic coordinate, nearest first. Accepts no order property. A distance sort on a nested object field returns search:sort:nested_unsupported.
Example
{
"type": "distance",
"field": "location",
"lat": 59.3,
"lon": 18.1
}
fieldstringrequired
Target geopoint field, as named in the index definition.
Example
"location"
latnumberrequired
Latitude of the origin, in degrees.
Format
double
Range
-90 to 90
Example
59.3
lonnumberrequired
Longitude of the origin, in degrees.
Format
double
Range
-180 to 180
Example
18.1
localestring
BCP-47 locale tag used to read and return locale-specific fields. Matches the closest declared locale on each field (for example, sv-SE falls back to sv). If no matching variant exists, uses the field default.
Example
"sv"
fieldsstring[]
Document fields to return with each result. Fields inside an object are specified by dotted path and returned nested inside the object. Requesting unretrievable fields returns an error (see Document source). The primary key is always included.
highlightHighlight
Fields to return highlighted snippets for. See Highlighting.
Example
{
"fields": {
"name": {},
"description": {
"fragments": 2
}
}
}
1 property
fieldsmap of HighlightFieldrequired
Fields to return fragments for, keyed by the name the field has in the index definition. An empty options object asks for the defaults. Fields must have highlighting enabled (matching or autocomplete); requesting an unconfigured field returns search:usage_unsupported.
1 property
<key>HighlightField
Configuration for highlighting text fragments in a single field.
Example
{
"fragments": 2,
"length": 150,
"pre": "<mark>",
"post": "</mark>"
}
4 properties
fragmentsinteger
Maximum number of fragments to return.
Default
3
Format
int32
lengthinteger
Target character length per fragment. Fragments break on sentence boundaries, and text shorter than this comes back as a single fragment holding all of it.
Default
150
Format
int32
Range
1 to 10000
prestring
Prefix tag inserted before highlighted terms. May be empty.
Default
"<em>"
poststring
Postfix tag inserted after highlighted terms. May be empty.
Default
"</em>"
matchedMatched
Nested object fields for which to return matched values with each hit. See Matched values.
Example
{
"fields": {
"variants": {
"limit": 3
}
}
}
1 property
fieldsmap of MatchedFieldrequired
Object fields to answer for, keyed by the name the field has in the index definition. An empty options object asks for the defaults. Targeting a field that is not a nested object returns search:matched:field_not_nested.
1 property
<key>MatchedField
Configuration for returning matched values of a nested object field.
Example
{
"limit": 3,
"fields": [
"variants.color"
]
}
2 properties
limitinteger
Maximum number of matched values to return per hit. How many matched in all always comes back beside them.
Default
3
Format
int32
Range
1 to 100
fieldsstring[]
Field paths inside the nested object to include in each returned value, defaulting to all of them. Paths must reside under the target object path (search:matched:field_not_inside) and exist in the schema (search:field_unknown). On an index whose source is none, a named field has to be stored (search:usage_unsupported).
hitsHits
Specifies an object field whose matched values return as individual hits instead of full documents. See What a hit stands for.
Example
{
"path": "variants",
"fields": [
"variants.color",
"variants.price"
]
}
3 properties
pathstringrequired
Dotted path of the nested object field whose matched values become hits. Targeting a field that is not a nested object returns search:hits:path_not_nested.
Example
"variants"
fieldsstring[]
Dotted field paths inside the nested object to return in value, defaulting to all of them. Names must be prefixed by path (search:hits:field_not_inside) and exist in the index (search:field_unknown). On an index whose source is none, a named field has to be stored (search:usage_unsupported).
Clauses deciding which documents expand into value hits; every other matching document stays a document hit. Combined with an implicit AND, and specified as field or nested clauses. If omitted, every matching document expands. Unsupported clause types return search:hits:when_clause_unsupported; clauses that score return search:hits:when_scoring_unsupported. Sorting by a field is refused while this is set (search:hits:when_sort_unsupported).
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
9 types
FieldClausetype: "field"
Matches documents by the value of a single field. The targeted field must be indexed for the requested matcher usage; if it is not configured for that usage, the request returns search:usage_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
fieldstringrequired
Target field, as named in the index definition.
Example
"category"
matchMatcherrequired
Criteria evaluated against the field's values.
Example
{
"value": "fiction"
}
9 types
EqualsMatchertype: "equals"
Matches field values equal to value.
Example
{
"value": "fiction"
}
valueanyrequired
The value that the field value must equal.
Example
"fiction"
InMatchertype: "in"
Matches field values equal to any value in values. An empty array matches no documents.
Example
{
"type": "in",
"values": [
"fiction",
"poetry"
]
}
valuesany[]required
The values that a field value may equal.
AnyMatchertype: "any"
Matches any document that contains a value for the field.
Example
{
"type": "any"
}
PrefixMatchertype: "prefix"
Matches string field values starting with value, evaluated against the entire field value.
Example
{
"type": "prefix",
"value": "EX-"
}
valuestringrequired
The prefix that a field value must start with.
Example
"EX-"
UnderMatchertype: "under"
Matches values at or below the specified path in a hierarchical tree. Requires a field configured with hierarchy. Path segments must match complete levels, so Men/Sho matches nothing where a prefix matcher matches.
Example
{
"type": "under",
"path": "Men/Shoes"
}
pathstringrequired
Path in the hierarchical tree to match at or below.
Example
"Men/Shoes"
RangeMatchertype: "range"
Matches values within bounds. Accepts inclusive (gte, lte) and exclusive (gt, lt) bounds; either side may be left open, and at least one bound is required (search:matcher:range_empty).
Example
{
"type": "range",
"gte": 10,
"lt": 20
}
gteany
Lower bound, the value itself included.
Example
10
gtany
Lower bound, the value itself excluded.
lteany
Upper bound, the value itself included.
ltany
Upper bound, exclusive.
Example
20
RangesMatchertype: "ranges"
Matches values falling within any of the specified range objects. An empty array matches no documents, matching the behavior of an empty in matcher.
Example
{
"type": "ranges",
"values": [
{
"gte": 10,
"lt": 20
},
{
"gte": 50
}
]
}
valuesMatcherRange[]required
The ranges to evaluate, each requiring at least one bound. A bucket returned by a range facet sets from as gte and to as lt.
Example
{
"gte": 10,
"lt": 20
}
TextMatchertype: "text"
Matches text within a single field using field-level analysis.
Example
{
"type": "text",
"text": "silent spring",
"match": "phrase"
}
textstringrequired
The query text to match.
matchMatch
Term matching mode. phrase requires terms to appear in exact order and adjacent; user parses search syntax such as quotes and negation.
Default
"all"
Values
"all", "any", "phrase", "user"
joinJoin
How the parts of user text combine: all requires every word and every quoted phrase, any accepts a document that holds one of them. Excluded terms (-word) always apply. Setting join with any other match returns search:clause:join_unsupported.
Default
"all"
Values
"all", "any"
prefixPrefix
Prefix matching behavior on the final query term. last_token matches the trailing word as a prefix; off requires an exact word match.
Default
"last_token"
Values
"last_token", "off"
Typo tolerance handling. auto follows the field's typoTolerance configuration; off disables typo tolerance for the matcher.
Default
"auto"
Values
"auto", "off"
slopinteger
Number of intervening words permitted between terms in a phrase, without changing their relative order. Only applies to phrase queries or quoted phrases in user mode.
Default
0
Format
int32
relaxRelax
Query relaxation strategy applied only when the query returns zero matches. See Finding something rather than nothing.
Default
"unmatched"
Values
"off", "unmatched", "words"
interpretInterpretMode
Whether parts of user text are read as filters on the fields of the index: auto reads a number typed next to the unit of a number field, or next to a comparative word such as under, as a filter on that field; off takes every word as text. Whatever was read is reported as interpreted beside the results. See Reading numbers and units.
Default
"auto"
Values
"auto", "off"
DistanceMatchertype: "distance"
Matches geopoint values within radius meters of the specified latitude and longitude coordinates.
Example
{
"type": "distance",
"lat": 59.3,
"lon": 18.1,
"radius": 5000
}
latnumberrequired
Latitude of the origin, in degrees.
Format
double
Range
-90 to 90
Example
59.3
lonnumberrequired
Longitude of the origin, in degrees.
Format
double
Range
-180 to 180
Example
18.1
radiusnumberrequired
Maximum distance from the origin in meters.
Format
double
Example
5000
TextClausetype: "text"
Matches query text across one or more fields. Phrase queries operate within a single field and match terms exactly as typed, regardless of field typoTolerance. Fields defined only for autocomplete do not support phrase matching. See text.
Example
{
"type": "text",
"text": "silent spr",
"fields": {
"name": 3,
"description": null
}
}
textstringrequired
The query text to match.
Example
"silent spr"
fieldsmap of number
Object mapping field names to score weights. A field mapped to null uses the weight from its field definition. If omitted, searches all searchable fields, skipping autocomplete-only fields.
1 property
<key>number
Format
float
matchMatch
Term matching mode. phrase requires terms to appear in exact order and adjacent; user parses search syntax such as quotes and negation.
Default
"all"
Values
"all", "any", "phrase", "user"
joinJoin
How the parts of user text combine: all requires every word and every quoted phrase, any accepts a document that holds one of them. Excluded terms (-word) always apply, and a filter read out of the text is one of the parts. Setting join with any other match returns search:clause:join_unsupported. See Reading what was typed.
Default
"all"
Values
"all", "any"
prefixPrefix
Prefix matching behavior on the final query term. last_token matches the trailing word as a prefix; off requires an exact word match.
Default
"last_token"
Values
"last_token", "off"
Typo tolerance handling. auto follows each field's typoTolerance configuration; off disables typo tolerance for the clause.
Default
"auto"
Values
"auto", "off"
slopinteger
Number of intervening words permitted between terms in a phrase, without changing their relative order. Setting slop above 0 with "match": "all" or "match": "any" returns search:clause:slop_unsupported.
Default
0
Format
int32
relaxRelax
Query relaxation strategy applied only when the query returns zero matches. See Finding something rather than nothing.
Default
"unmatched"
Values
"off", "unmatched", "words"
combineCombine
Scope for multi-field term matching. term evaluates each term across all targeted fields, so terms may appear in different fields; field requires a single field to satisfy match on its own. Ignored by phrase queries.
Default
"term"
Values
"term", "field"
interpretInterpret
Whether parts of user text are read as filters on the fields of the index, given as a mode or as the targets to read on. See Reading numbers and units.
Default
"auto"
2 types
Whether parts of user text are read as filters: auto reads a number typed next to a unit or a comparative word as a filter on the field declaring that unit, off takes every word as text.
Reads user text as filters on the named targets only. A number typed with a unit is read on every target declaring that unit; a number typed without one is read on every target holding a currency, when they all hold the same currency.
Example
{
"fields": [
{
"field": "prices.amount"
}
]
}
fieldsInterpretTarget[]required
The targets a reading may be a filter on. At least one is required.
Example
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "customer"
}
}
],
"fallback": [
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "store"
}
}
]
}
]
}
KnnClausetype: "knn"
Matches the k nearest documents by vector distance in a specified field, scored by proximity. Cannot be combined with hits (search:hits:knn_unsupported).
Example
{
"type": "knn",
"field": "embedding",
"vector": [
0.1,
0.2
],
"k": 10,
"filter": [
{
"field": "published",
"match": {
"value": true
}
}
]
}
fieldstringrequired
The vector field to search.
Example
"embedding"
vectornumber[]required
The query vector. Its length must match the dimensions declared in the field definition.
Format
float
kintegerrequired
Number of nearest documents to return, at most EXOFIND_SEARCH_MAX_KNN_K.
Format
int32
filterClause[]
Clauses that documents must satisfy before nearest-neighbor evaluation.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
NestedClausetype: "nested"
Matches documents where a single element of a nested object field satisfies all child clauses. A nested clause on a flattened object field returns search:nested:path_not_nested; on a non-object field it returns an error. See nested.
Example
{
"type": "nested",
"path": "variants",
"clauses": [
{
"field": "variants.color",
"match": {
"value": "red"
}
},
{
"field": "variants.price",
"match": {
"type": "range",
"lt": 20
}
}
]
}
pathstringrequired
Name of the nested object field.
Example
"variants"
clausesClause[]
Clauses evaluated within a single nested object value, naming fields by their dotted path. An empty array matches any document where the object field is present. May contain field, text, knn, and, or, not and boost; a clause that only means something for whole documents, such as another nested or a fuse, returns search:nested:clause_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
scoreScore
Scoring mode for aggregating matching nested values. Only applies when scoring clauses exist within the nested clause.
Default
"max"
Values
"max", "min", "avg", "total"
AndClausetype: "and"
Matches documents where all child clauses match.
Example
{
"type": "and",
"clauses": [
{
"field": "category",
"match": {
"value": "fiction"
}
},
{
"field": "published",
"match": {
"value": true
}
}
]
}
clausesClause[]required
Child clauses, all of which must match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
OrClausetype: "or"
Matches documents where at least one child clause matches.
Example
{
"type": "or",
"clauses": [
{
"field": "category",
"match": {
"value": "fiction"
}
},
{
"field": "category",
"match": {
"value": "poetry"
}
}
]
}
clausesClause[]required
Child clauses, at least one of which must match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
NotClausetype: "not"
Matches documents where no child clause matches.
Example
{
"type": "not",
"clauses": [
{
"field": "discontinued",
"match": {
"value": true
}
}
]
}
clausesClause[]required
Child clauses, none of which may match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
BoostClausetype: "boost"
Increases the relevance score of documents that satisfy child clauses without excluding non-matching documents.
Example
{
"type": "boost",
"weight": 2,
"clauses": [
{
"field": "featured",
"match": {
"value": true
}
}
]
}
weightnumberrequired
Multiplier applied to matching documents. Values greater than 1 increase score; values between 0 and 1 decrease score. Leaving it out, or setting it below 0 or to a non-finite number, returns search:clause:weight_out_of_range.
Format
float
Example
2
clausesClause[]required
Clauses required to apply the boost weight.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
FuseClausetype: "fuse"
Matches documents across several rankings, scored and merged by rank. Documents are scored by the sum of weight / (rankConstant + rank) across the rankings that reached them. Because the clause reads only result positions, scores from different scales (such as BM25 text relevance and vector similarity) combine without normalization. Matches at most depth results per ranking. See fuse.
Example
{
"type": "fuse",
"depth": 200,
"rankConstant": 60,
"rankings": [
{
"clauses": [
{
"type": "text",
"text": "waterproof jacket",
"fields": {
"name": null
}
}
]
},
{
"clauses": [
{
"type": "knn",
"field": "embedding",
"vector": [
0.1,
0.2
],
"k": 200
}
],
"weight": 0.5
}
],
"filter": [
{
"field": "inStock",
"match": {
"value": true
}
}
]
}
rankingsFuseRanking[]required
Rankings to run and merge. Specifying fewer than two rankings returns search:clause:rankings_too_few.
Example
{
"clauses": [
{
"type": "text",
"text": "waterproof jacket",
"fields": {
"name": null
}
}
],
"weight": 0.5
}
2 properties
clausesClause[]required
Clauses the ranking searches for, combined with an implicit AND. At least one clause is required.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
weightnumber
Multiplier that scales the ranking's contribution relative to other rankings. It cannot reorder results within the ranking.
Default
1
Format
float
depthinteger
Number of results read from each ranking. Pagination cannot exceed the merged list, similar to k in a knn clause. Must be at least 1, and at most EXOFIND_SEARCH_MAX_FUSE_DEPTH.
Default
100
Format
int32
rankConstantnumber
Constant added to each rank before it is inverted. Lower values increase the weight of the highest-ranked results in each ranking; higher values flatten the difference across ranks, giving more weight to documents found by multiple rankings. Must be above 0.
Default
60
Format
float
filterClause[]
Clauses that narrow every ranking before it is cut to depth. A knn clause inside a ranking applies filter entries as a pre-filter, ensuring the vector ranking returns k results. Clauses placed beside the fuse clause filter the merged list after each ranking is cut to depth.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
limitinteger
Maximum number of results to return, at most EXOFIND_SEARCH_MAX_LIMIT. Setting limit to 0 returns the total match count without hits.
Default
10
Format
int32
offsetinteger
Number of matching results to skip. Specify at most one of offset, after, or before.
Default
0
Format
int32
afterstring
Cursor string from the next property of a previous response to fetch the next page.
beforestring
Cursor string from the previous property of a previous response to fetch the preceding page.
pagesPagesRequest
Requests numbered page metadata. Accepts an optional { "max": n } object to limit the number of page entries (default 9). Implies "total": "exact".
Example
{
"max": 9
}
1 property
maxinteger
Maximum number of page entries to return.
Default
9
Format
int32
totalTotalMode
Counting mode for the total matching document count: "estimate" counts until exceeding the returned window; "exact" counts every matching document.
Default
"estimate"
Values
"estimate", "exact"
signalsSignal[]
Document ranking signals used to adjust relevance scoring. Added to the signals configured on the index unless signalsMode says otherwise. See Signals. If omitted, uses the ranking signals configured on the index.
Example
{
"field": "purchases",
"saturation": {
"pivot": 50
},
"weight": 0.5
}
5 properties
fieldstringrequired
Field to read the value from, as named in the index definition. Must be a numeric or timestamp field with sorting enabled.
Example
"purchases"
saturationSaturation
Ranks by how far the value rises above a pivot. For number fields.
Example
{
"pivot": 50
}
1 property
pivotnumberrequired
The value that counts for half of what the signal can give. Must be above zero.
Format
double
Example
50
decayDecay
Ranks by how long ago the value was. For timestamp fields.
Example
{
"halfLife": 604800
}
1 property
halfLifeintegerrequired
How many seconds it takes for the signal to be worth half as much. Must be above zero.
Format
int64
Example
604800
linearLinear
Ranks by how far the value is toward a ceiling, as value / ceiling held between 0 and 1. For number fields holding a score computed elsewhere.
Example
{
"ceiling": 1
}
1 property
ceilingnumberrequired
The value that counts for all of what the signal can give. Must be above zero.
Format
double
Example
1
weightnumber
How much the signal can lift a document at most, as a share of its score.
Default
1
Format
float
signalsModeSignalsMode
How signals meets the ranking configured on the index: "add" ranks by both, with a signal here standing in for one on the same field; "replace" ranks by signals alone. Supplying this without signals returns search:signal:mode_without_signals.
Default
"add"
Values
"add", "replace"
rescoreRescore
Reorders the best results of a search in a second pass without changing which documents matched. See Rescoring.
Example
{
"window": 200,
"boost": [
{
"field": "brand",
"match": {
"value": "adidas"
}
}
],
"signals": [
{
"field": "purchases",
"saturation": {
"pivot": 50
}
}
],
"weight": 0.5
}
4 properties
windowintegerrequired
Number of best results to score a second time. Must be at least offset plus limit, and at most EXOFIND_SEARCH_MAX_RESCORE_WINDOW.
Format
int32
Example
200
Clauses that lift results satisfying them. Clauses do not filter or narrow search hits; a result that satisfies none of them keeps its first-pass score. Wrap a clause in boost to weigh it against the others.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
9 types
FieldClausetype: "field"
Matches documents by the value of a single field. The targeted field must be indexed for the requested matcher usage; if it is not configured for that usage, the request returns search:usage_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
fieldstringrequired
Target field, as named in the index definition.
Example
"category"
matchMatcherrequired
Criteria evaluated against the field's values.
Example
{
"value": "fiction"
}
9 types
EqualsMatchertype: "equals"
Matches field values equal to value.
Example
{
"value": "fiction"
}
valueanyrequired
The value that the field value must equal.
Example
"fiction"
InMatchertype: "in"
Matches field values equal to any value in values. An empty array matches no documents.
Example
{
"type": "in",
"values": [
"fiction",
"poetry"
]
}
valuesany[]required
The values that a field value may equal.
AnyMatchertype: "any"
Matches any document that contains a value for the field.
Example
{
"type": "any"
}
PrefixMatchertype: "prefix"
Matches string field values starting with value, evaluated against the entire field value.
Example
{
"type": "prefix",
"value": "EX-"
}
valuestringrequired
The prefix that a field value must start with.
Example
"EX-"
UnderMatchertype: "under"
Matches values at or below the specified path in a hierarchical tree. Requires a field configured with hierarchy. Path segments must match complete levels, so Men/Sho matches nothing where a prefix matcher matches.
Example
{
"type": "under",
"path": "Men/Shoes"
}
pathstringrequired
Path in the hierarchical tree to match at or below.
Example
"Men/Shoes"
RangeMatchertype: "range"
Matches values within bounds. Accepts inclusive (gte, lte) and exclusive (gt, lt) bounds; either side may be left open, and at least one bound is required (search:matcher:range_empty).
Example
{
"type": "range",
"gte": 10,
"lt": 20
}
gteany
Lower bound, the value itself included.
Example
10
gtany
Lower bound, the value itself excluded.
lteany
Upper bound, the value itself included.
ltany
Upper bound, exclusive.
Example
20
RangesMatchertype: "ranges"
Matches values falling within any of the specified range objects. An empty array matches no documents, matching the behavior of an empty in matcher.
Example
{
"type": "ranges",
"values": [
{
"gte": 10,
"lt": 20
},
{
"gte": 50
}
]
}
valuesMatcherRange[]required
The ranges to evaluate, each requiring at least one bound. A bucket returned by a range facet sets from as gte and to as lt.
Example
{
"gte": 10,
"lt": 20
}
TextMatchertype: "text"
Matches text within a single field using field-level analysis.
Example
{
"type": "text",
"text": "silent spring",
"match": "phrase"
}
textstringrequired
The query text to match.
matchMatch
Term matching mode. phrase requires terms to appear in exact order and adjacent; user parses search syntax such as quotes and negation.
Default
"all"
Values
"all", "any", "phrase", "user"
joinJoin
How the parts of user text combine: all requires every word and every quoted phrase, any accepts a document that holds one of them. Excluded terms (-word) always apply. Setting join with any other match returns search:clause:join_unsupported.
Default
"all"
Values
"all", "any"
prefixPrefix
Prefix matching behavior on the final query term. last_token matches the trailing word as a prefix; off requires an exact word match.
Default
"last_token"
Values
"last_token", "off"
Typo tolerance handling. auto follows the field's typoTolerance configuration; off disables typo tolerance for the matcher.
Default
"auto"
Values
"auto", "off"
slopinteger
Number of intervening words permitted between terms in a phrase, without changing their relative order. Only applies to phrase queries or quoted phrases in user mode.
Default
0
Format
int32
relaxRelax
Query relaxation strategy applied only when the query returns zero matches. See Finding something rather than nothing.
Default
"unmatched"
Values
"off", "unmatched", "words"
interpretInterpretMode
Whether parts of user text are read as filters on the fields of the index: auto reads a number typed next to the unit of a number field, or next to a comparative word such as under, as a filter on that field; off takes every word as text. Whatever was read is reported as interpreted beside the results. See Reading numbers and units.
Default
"auto"
Values
"auto", "off"
DistanceMatchertype: "distance"
Matches geopoint values within radius meters of the specified latitude and longitude coordinates.
Example
{
"type": "distance",
"lat": 59.3,
"lon": 18.1,
"radius": 5000
}
latnumberrequired
Latitude of the origin, in degrees.
Format
double
Range
-90 to 90
Example
59.3
lonnumberrequired
Longitude of the origin, in degrees.
Format
double
Range
-180 to 180
Example
18.1
radiusnumberrequired
Maximum distance from the origin in meters.
Format
double
Example
5000
TextClausetype: "text"
Matches query text across one or more fields. Phrase queries operate within a single field and match terms exactly as typed, regardless of field typoTolerance. Fields defined only for autocomplete do not support phrase matching. See text.
Example
{
"type": "text",
"text": "silent spr",
"fields": {
"name": 3,
"description": null
}
}
textstringrequired
The query text to match.
Example
"silent spr"
fieldsmap of number
Object mapping field names to score weights. A field mapped to null uses the weight from its field definition. If omitted, searches all searchable fields, skipping autocomplete-only fields.
1 property
<key>number
Format
float
matchMatch
Term matching mode. phrase requires terms to appear in exact order and adjacent; user parses search syntax such as quotes and negation.
Default
"all"
Values
"all", "any", "phrase", "user"
joinJoin
How the parts of user text combine: all requires every word and every quoted phrase, any accepts a document that holds one of them. Excluded terms (-word) always apply, and a filter read out of the text is one of the parts. Setting join with any other match returns search:clause:join_unsupported. See Reading what was typed.
Default
"all"
Values
"all", "any"
prefixPrefix
Prefix matching behavior on the final query term. last_token matches the trailing word as a prefix; off requires an exact word match.
Default
"last_token"
Values
"last_token", "off"
Typo tolerance handling. auto follows each field's typoTolerance configuration; off disables typo tolerance for the clause.
Default
"auto"
Values
"auto", "off"
slopinteger
Number of intervening words permitted between terms in a phrase, without changing their relative order. Setting slop above 0 with "match": "all" or "match": "any" returns search:clause:slop_unsupported.
Default
0
Format
int32
relaxRelax
Query relaxation strategy applied only when the query returns zero matches. See Finding something rather than nothing.
Default
"unmatched"
Values
"off", "unmatched", "words"
combineCombine
Scope for multi-field term matching. term evaluates each term across all targeted fields, so terms may appear in different fields; field requires a single field to satisfy match on its own. Ignored by phrase queries.
Default
"term"
Values
"term", "field"
interpretInterpret
Whether parts of user text are read as filters on the fields of the index, given as a mode or as the targets to read on. See Reading numbers and units.
Default
"auto"
2 types
Whether parts of user text are read as filters: auto reads a number typed next to a unit or a comparative word as a filter on the field declaring that unit, off takes every word as text.
Reads user text as filters on the named targets only. A number typed with a unit is read on every target declaring that unit; a number typed without one is read on every target holding a currency, when they all hold the same currency.
Example
{
"fields": [
{
"field": "prices.amount"
}
]
}
fieldsInterpretTarget[]required
The targets a reading may be a filter on. At least one is required.
Example
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "customer"
}
}
],
"fallback": [
{
"field": "prices.amount",
"when": [
{
"field": "prices.list",
"match": {
"value": "store"
}
}
]
}
]
}
KnnClausetype: "knn"
Matches the k nearest documents by vector distance in a specified field, scored by proximity. Cannot be combined with hits (search:hits:knn_unsupported).
Example
{
"type": "knn",
"field": "embedding",
"vector": [
0.1,
0.2
],
"k": 10,
"filter": [
{
"field": "published",
"match": {
"value": true
}
}
]
}
fieldstringrequired
The vector field to search.
Example
"embedding"
vectornumber[]required
The query vector. Its length must match the dimensions declared in the field definition.
Format
float
kintegerrequired
Number of nearest documents to return, at most EXOFIND_SEARCH_MAX_KNN_K.
Format
int32
filterClause[]
Clauses that documents must satisfy before nearest-neighbor evaluation.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
NestedClausetype: "nested"
Matches documents where a single element of a nested object field satisfies all child clauses. A nested clause on a flattened object field returns search:nested:path_not_nested; on a non-object field it returns an error. See nested.
Example
{
"type": "nested",
"path": "variants",
"clauses": [
{
"field": "variants.color",
"match": {
"value": "red"
}
},
{
"field": "variants.price",
"match": {
"type": "range",
"lt": 20
}
}
]
}
pathstringrequired
Name of the nested object field.
Example
"variants"
clausesClause[]
Clauses evaluated within a single nested object value, naming fields by their dotted path. An empty array matches any document where the object field is present. May contain field, text, knn, and, or, not and boost; a clause that only means something for whole documents, such as another nested or a fuse, returns search:nested:clause_unsupported.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
scoreScore
Scoring mode for aggregating matching nested values. Only applies when scoring clauses exist within the nested clause.
Default
"max"
Values
"max", "min", "avg", "total"
AndClausetype: "and"
Matches documents where all child clauses match.
Example
{
"type": "and",
"clauses": [
{
"field": "category",
"match": {
"value": "fiction"
}
},
{
"field": "published",
"match": {
"value": true
}
}
]
}
clausesClause[]required
Child clauses, all of which must match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
OrClausetype: "or"
Matches documents where at least one child clause matches.
Example
{
"type": "or",
"clauses": [
{
"field": "category",
"match": {
"value": "fiction"
}
},
{
"field": "category",
"match": {
"value": "poetry"
}
}
]
}
clausesClause[]required
Child clauses, at least one of which must match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
NotClausetype: "not"
Matches documents where no child clause matches.
Example
{
"type": "not",
"clauses": [
{
"field": "discontinued",
"match": {
"value": true
}
}
]
}
clausesClause[]required
Child clauses, none of which may match.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
BoostClausetype: "boost"
Increases the relevance score of documents that satisfy child clauses without excluding non-matching documents.
Example
{
"type": "boost",
"weight": 2,
"clauses": [
{
"field": "featured",
"match": {
"value": true
}
}
]
}
weightnumberrequired
Multiplier applied to matching documents. Values greater than 1 increase score; values between 0 and 1 decrease score. Leaving it out, or setting it below 0 or to a non-finite number, returns search:clause:weight_out_of_range.
Format
float
Example
2
clausesClause[]required
Clauses required to apply the boost weight.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
FuseClausetype: "fuse"
Matches documents across several rankings, scored and merged by rank. Documents are scored by the sum of weight / (rankConstant + rank) across the rankings that reached them. Because the clause reads only result positions, scores from different scales (such as BM25 text relevance and vector similarity) combine without normalization. Matches at most depth results per ranking. See fuse.
Example
{
"type": "fuse",
"depth": 200,
"rankConstant": 60,
"rankings": [
{
"clauses": [
{
"type": "text",
"text": "waterproof jacket",
"fields": {
"name": null
}
}
]
},
{
"clauses": [
{
"type": "knn",
"field": "embedding",
"vector": [
0.1,
0.2
],
"k": 200
}
],
"weight": 0.5
}
],
"filter": [
{
"field": "inStock",
"match": {
"value": true
}
}
]
}
rankingsFuseRanking[]required
Rankings to run and merge. Specifying fewer than two rankings returns search:clause:rankings_too_few.
Example
{
"clauses": [
{
"type": "text",
"text": "waterproof jacket",
"fields": {
"name": null
}
}
],
"weight": 0.5
}
2 properties
clausesClause[]required
Clauses the ranking searches for, combined with an implicit AND. At least one clause is required.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
weightnumber
Multiplier that scales the ranking's contribution relative to other rankings. It cannot reorder results within the ranking.
Default
1
Format
float
depthinteger
Number of results read from each ranking. Pagination cannot exceed the merged list, similar to k in a knn clause. Must be at least 1, and at most EXOFIND_SEARCH_MAX_FUSE_DEPTH.
Default
100
Format
int32
rankConstantnumber
Constant added to each rank before it is inverted. Lower values increase the weight of the highest-ranked results in each ranking; higher values flatten the difference across ranks, giving more weight to documents found by multiple rankings. Must be above 0.
Default
60
Format
float
filterClause[]
Clauses that narrow every ranking before it is cut to depth. A knn clause inside a ranking applies filter entries as a pre-filter, ensuring the vector ranking returns k results. Clauses placed beside the fuse clause filter the merged list after each ranking is cut to depth.
Example
{
"field": "category",
"match": {
"value": "fiction"
}
}
signalsSignal[]
Document values taken into the second score, written the same way as top-level signals. Applied to every result in the window. The ranking configured on the index belongs to the first pass and is not applied again here, so signalsMode does not affect these.
Example
{
"field": "purchases",
"saturation": {
"pivot": 50
},
"weight": 0.5
}
5 properties
fieldstringrequired
Field to read the value from, as named in the index definition. Must be a numeric or timestamp field with sorting enabled.
Example
"purchases"
saturationSaturation
Ranks by how far the value rises above a pivot. For number fields.
Example
{
"pivot": 50
}
1 property
pivotnumberrequired
The value that counts for half of what the signal can give. Must be above zero.
Format
double
Example
50
decayDecay
Ranks by how long ago the value was. For timestamp fields.
Example
{
"halfLife": 604800
}
1 property
halfLifeintegerrequired
How many seconds it takes for the signal to be worth half as much. Must be above zero.
Format
int64
Example
604800
linearLinear
Ranks by how far the value is toward a ceiling, as value / ceiling held between 0 and 1. For number fields holding a score computed elsewhere.
Example
{
"ceiling": 1
}
1 property
ceilingnumberrequired
The value that counts for all of what the signal can give. Must be above zero.
Format
double
Example
1
weightnumber
How much the signal can lift a document at most, as a share of its score.
Default
1
Format
float
weightnumber
Multiplier applied to the second-pass score before adding it to the first-pass score.
Default
1
Format
float
freshnessFreshness
What the request demands of the state it is answered from. Omit it to be answered from what the node holds. See Freshness.
1 property
atLeaststring
A freshness token that an earlier response returned in its freshness property or X-Exofind-Freshness header. The node answers only once it holds the state the token describes: the generation, the commit and the search settings. A node that is behind commits, pulls or reads the settings first, and answers search:freshness:unavailable with a Retry-After header when it has waited EXOFIND_SEARCH_FRESHNESS_WAIT without reaching the state. The token is opaque; pass it back unchanged.
Example
"AQoIcHJvZHVjdHMSATIYBw"

Endpoints

Endpoints where the request or responses uses this type.

Exofind is built by Level Four AB and is available under the Apache License 2.0.