Class: TrieveRubyClient::SearchOverGroupsData

Inherits:
Object
  • Object
show all
Defined in:
lib/trieve_ruby_client/models/search_over_groups_data.rb

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(attributes = {}) ⇒ SearchOverGroupsData

Initializes the object

Parameters:

  • attributes (Hash) (defaults to: {}) —

    Model attributes in the form of hash



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 136

def initialize(attributes = {})
  if (!attributes.is_a?(Hash))
    fail ArgumentError, "The input argument (attributes) must be a hash in `TrieveRubyClient::SearchOverGroupsData` initialize method"
  end

  # check to see if the attribute exists and convert string to symbol for hash key
  attributes = attributes.each_with_object({}) { |(k, v), h|
    if (!self.class.attribute_map.key?(k.to_sym))
      fail ArgumentError, "`#{k}` is not a valid attribute in `TrieveRubyClient::SearchOverGroupsData`. Please check the name to make sure it's valid. List of attributes: " + self.class.attribute_map.keys.inspect
    end
    h[k.to_sym] = v
  }

  if attributes.key?(:'filters')
    self.filters = attributes[:'filters']
  end

  if attributes.key?(:'get_collisions')
    self.get_collisions = attributes[:'get_collisions']
  end

  if attributes.key?(:'get_total_pages')
    self.get_total_pages = attributes[:'get_total_pages']
  end

  if attributes.key?(:'group_size')
    self.group_size = attributes[:'group_size']
  end

  if attributes.key?(:'highlight_delimiters')
    if (value = attributes[:'highlight_delimiters']).is_a?(Array)
      self.highlight_delimiters = value
    end
  end

  if attributes.key?(:'highlight_max_length')
    self.highlight_max_length = attributes[:'highlight_max_length']
  end

  if attributes.key?(:'highlight_max_num')
    self.highlight_max_num = attributes[:'highlight_max_num']
  end

  if attributes.key?(:'highlight_results')
    self.highlight_results = attributes[:'highlight_results']
  end

  if attributes.key?(:'highlight_threshold')
    self.highlight_threshold = attributes[:'highlight_threshold']
  end

  if attributes.key?(:'highlight_window')
    self.highlight_window = attributes[:'highlight_window']
  end

  if attributes.key?(:'page')
    self.page = attributes[:'page']
  end

  if attributes.key?(:'page_size')
    self.page_size = attributes[:'page_size']
  end

  if attributes.key?(:'query')
    self.query = attributes[:'query']
  else
    self.query = nil
  end

  if attributes.key?(:'score_threshold')
    self.score_threshold = attributes[:'score_threshold']
  end

  if attributes.key?(:'search_type')
    self.search_type = attributes[:'search_type']
  else
    self.search_type = nil
  end

  if attributes.key?(:'slim_chunks')
    self.slim_chunks = attributes[:'slim_chunks']
  end
end

Instance Attribute Details

#filters ⇒ Object

Returns the value of attribute filters.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 18

def filters
  @filters
end

#get_collisions ⇒ Object

Set get_collisions to true to get the collisions for each chunk. This will only apply if environment variable COLLISIONS_ENABLED is set to true.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 21

def get_collisions
  @get_collisions
end

#get_total_pages ⇒ Object

Get total page count for the query accounting for the applied filters. Defaults to false, but can be set to true when the latency penalty is acceptable (typically 50-200ms).



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 24

def get_total_pages
  @get_total_pages
end

#group_size ⇒ Object

Group_size is the number of chunks to fetch for each group. The default is 3. If a group has less than group_size chunks, all chunks will be returned. If this is set to a large number, we recommend setting slim_chunks to true to avoid returning the content and chunk_html of the chunks so as to lower the amount of time required for content download and serialization.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 27

def group_size
  @group_size
end

#highlight_delimiters ⇒ Object

Set highlight_delimiters to a list of strings to use as delimiters for highlighting. If not specified, this defaults to ["?", ",", ".", "!"]. These are the characters that will be used to split the chunk_html into splits for highlighting.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 30

def highlight_delimiters
  @highlight_delimiters
end

#highlight_max_length ⇒ Object

Set highlight_max_length to control the maximum number of tokens (typically whitespace separated strings, but sometimes also word stems) which can be present within a single highlight. If not specified, this defaults to 8. This is useful to shorten large splits which may have low scores due to length compared to the query. Set to something very large like 100 to highlight entire splits.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 33

def highlight_max_length
  @highlight_max_length
end

#highlight_max_num ⇒ Object

Set highlight_max_num to control the maximum number of highlights per chunk. If not specified, this defaults to 3. It may be less than 3 if no snippets score above the highlight_threshold.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 36

def highlight_max_num
  @highlight_max_num
end

#highlight_results ⇒ Object

Set highlight_results to false for a slight latency improvement (1-10ms). If not specified, this defaults to true. This will add ‘<b><mark>` tags to the chunk_html of the chunks to highlight matching splits and return the highlights on each scored chunk in the response.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 39

def highlight_results
  @highlight_results
end

#highlight_threshold ⇒ Object

Set highlight_threshold to a lower or higher value to adjust the sensitivity of the highlights applied to the chunk html. If not specified, this defaults to 0.8. The range is 0.0 to 1.0.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 42

def highlight_threshold
  @highlight_threshold
end

#highlight_window ⇒ Object

Set highlight_window to a number to control the amount of words that are returned around the matched phrases. If not specified, this defaults to 0. This is useful for when you want to show more context around the matched words. When specified, window/2 whitespace separated words are added before and after each highlight in the response’s highlights array. If an extended highlight overlaps with another highlight, the overlapping words are only included once.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 45

def highlight_window
  @highlight_window
end

#page ⇒ Object

Page of group results to fetch. Page is 1-indexed.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 48

def page
  @page
end

#page_size ⇒ Object

Page size is the number of group results to fetch. The default is 10.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 51

def page_size
  @page_size
end

#query ⇒ Object

Query is the search query. This can be any string. The query will be used to create an embedding vector and/or SPLADE vector which will be used to find the result set.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 54

def query
  @query
end

#score_threshold ⇒ Object

Set score_threshold to a float to filter out chunks with a score below the threshold.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 57

def score_threshold
  @score_threshold
end

#search_type ⇒ Object

Can be either "semantic", "fulltext", or "hybrid". "hybrid" will pull in one page (10 chunks) of both semantic and full-text results then re-rank them using BAAI/bge-reranker-large. "semantic" will pull in one page (10 chunks) of the nearest cosine distant vectors. "fulltext" will pull in one page (10 chunks) of full-text results based on SPLADE.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 60

def search_type
  @search_type
end

#slim_chunks ⇒ Object

Set slim_chunks to true to avoid returning the content and chunk_html of the chunks. This is useful for when you want to reduce amount of data over the wire for latency improvement (typicall 10-50ms). Default is false.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 63

def slim_chunks
  @slim_chunks
end

Class Method Details

._deserialize(type, value) ⇒ Object

Deserializes the data based on type

Parameters:

  • string —

    type Data type

  • string —

    value Value to be deserialized

Returns:

  • (Object) —

    Deserialized data



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 397

def self._deserialize(type, value)
  case type.to_sym
  when :Time
    Time.parse(value)
  when :Date
    Date.parse(value)
  when :String
    value.to_s
  when :Integer
    value.to_i
  when :Float
    value.to_f
  when :Boolean
    if value.to_s =~ /\A(true|t|yes|y|1)\z/i
      true
    else
      false
    end
  when :Object
    # generic object (usually a Hash), return directly
    value
  when /\AArray<(?<inner_type>.+)>\z/
    inner_type = Regexp.last_match[:inner_type]
    value.map { |v| _deserialize(inner_type, v) }
  when /\AHash<(?<k_type>.+?), (?<v_type>.+)>\z/
    k_type = Regexp.last_match[:k_type]
    v_type = Regexp.last_match[:v_type]
    {}.tap do |hash|
      value.each do |k, v|
        hash[_deserialize(k_type, k)] = _deserialize(v_type, v)
      end
    end
  else # model
    # models (e.g. Pet) or oneOf
    klass = TrieveRubyClient.const_get(type)
    klass.respond_to?(:openapi_any_of) || klass.respond_to?(:openapi_one_of) ? klass.build(value) : klass.build_from_hash(value)
  end
end

.acceptable_attributes ⇒ Object

Returns all the JSON keys this model knows about



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 88

def self.acceptable_attributes
  attribute_map.values
end

.attribute_map ⇒ Object

Attribute mapping from ruby-style variable name to JSON key.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 66

def self.attribute_map
  {
    :'filters' => :'filters',
    :'get_collisions' => :'get_collisions',
    :'get_total_pages' => :'get_total_pages',
    :'group_size' => :'group_size',
    :'highlight_delimiters' => :'highlight_delimiters',
    :'highlight_max_length' => :'highlight_max_length',
    :'highlight_max_num' => :'highlight_max_num',
    :'highlight_results' => :'highlight_results',
    :'highlight_threshold' => :'highlight_threshold',
    :'highlight_window' => :'highlight_window',
    :'page' => :'page',
    :'page_size' => :'page_size',
    :'query' => :'query',
    :'score_threshold' => :'score_threshold',
    :'search_type' => :'search_type',
    :'slim_chunks' => :'slim_chunks'
  }
end

.build_from_hash(attributes) ⇒ Object

Builds the object from hash

Parameters:

  • attributes (Hash) —

    Model attributes in the form of hash

Returns:

  • (Object) —

    Returns the model itself



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 373

def self.build_from_hash(attributes)
  return nil unless attributes.is_a?(Hash)
  attributes = attributes.transform_keys(&:to_sym)
  transformed_hash = {}
  openapi_types.each_pair do |key, type|
    if attributes.key?(attribute_map[key]) && attributes[attribute_map[key]].nil?
      transformed_hash["#{key}"] = nil
    elsif type =~ /\AArray<(.*)>/i
      # check to ensure the input is an array given that the attribute
      # is documented as an array but the input is not
      if attributes[attribute_map[key]].is_a?(Array)
        transformed_hash["#{key}"] = attributes[attribute_map[key]].map { |v| _deserialize($1, v) }
      end
    elsif !attributes[attribute_map[key]].nil?
      transformed_hash["#{key}"] = _deserialize(type, attributes[attribute_map[key]])
    end
  end
  new(transformed_hash)
end

.openapi_nullable ⇒ Object

List of attributes with nullable: true



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 115

def self.openapi_nullable
  Set.new([
    :'filters',
    :'get_collisions',
    :'get_total_pages',
    :'group_size',
    :'highlight_delimiters',
    :'highlight_max_length',
    :'highlight_max_num',
    :'highlight_results',
    :'highlight_threshold',
    :'highlight_window',
    :'page',
    :'page_size',
    :'score_threshold',
    :'slim_chunks'
  ])
end

.openapi_types ⇒ Object

Attribute type mapping.



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 93

def self.openapi_types
  {
    :'filters' => :'ChunkFilter',
    :'get_collisions' => :'Boolean',
    :'get_total_pages' => :'Boolean',
    :'group_size' => :'Integer',
    :'highlight_delimiters' => :'Array<String>',
    :'highlight_max_length' => :'Integer',
    :'highlight_max_num' => :'Integer',
    :'highlight_results' => :'Boolean',
    :'highlight_threshold' => :'Float',
    :'highlight_window' => :'Integer',
    :'page' => :'Integer',
    :'page_size' => :'Integer',
    :'query' => :'String',
    :'score_threshold' => :'Float',
    :'search_type' => :'String',
    :'slim_chunks' => :'Boolean'
  }
end

Instance Method Details

#==(o) ⇒ Object

Checks equality by comparing each attribute.

Parameters:

  • Object (Object) —

    to be compared



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 337

def ==(o)
  return true if self.equal?(o)
  self.class == o.class &&
      filters == o.filters &&
      get_collisions == o.get_collisions &&
      get_total_pages == o.get_total_pages &&
      group_size == o.group_size &&
      highlight_delimiters == o.highlight_delimiters &&
      highlight_max_length == o.highlight_max_length &&
      highlight_max_num == o.highlight_max_num &&
      highlight_results == o.highlight_results &&
      highlight_threshold == o.highlight_threshold &&
      highlight_window == o.highlight_window &&
      page == o.page &&
      page_size == o.page_size &&
      query == o.query &&
      score_threshold == o.score_threshold &&
      search_type == o.search_type &&
      slim_chunks == o.slim_chunks
end

#_to_hash(value) ⇒ Hash

Outputs non-array value in the form of hash For object, use to_hash. Otherwise, just return the value

Parameters:

  • value (Object) —

    Any valid value

Returns:

  • (Hash) —

    Returns the value in the form of hash



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 468

def _to_hash(value)
  if value.is_a?(Array)
    value.compact.map { |v| _to_hash(v) }
  elsif value.is_a?(Hash)
    {}.tap do |hash|
      value.each { |k, v| hash[k] = _to_hash(v) }
    end
  elsif value.respond_to? :to_hash
    value.to_hash
  else
    value
  end
end

#eql?(o) ⇒ Boolean

Parameters:

  • Object (Object) —

    to be compared

Returns:

  • (Boolean)

See Also:

  • `==` method


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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 360

def eql?(o)
  self == o
end

#hash ⇒ Integer

Calculates hash code according to all attributes.

Returns:

  • (Integer) —

    Hash code



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 366

def hash
  [filters, get_collisions, get_total_pages, group_size, highlight_delimiters, highlight_max_length, highlight_max_num, highlight_results, highlight_threshold, highlight_window, page, page_size, query, score_threshold, search_type, slim_chunks].hash
end

#list_invalid_properties ⇒ Object

Show invalid properties with the reasons. Usually used together with valid?

Returns:

  • Array for valid properties with the reasons



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 222

def list_invalid_properties
  warn '[DEPRECATED] the `list_invalid_properties` method is obsolete'
  invalid_properties = Array.new
  if !@group_size.nil? && @group_size < 0
    invalid_properties.push('invalid value for "group_size", must be greater than or equal to 0.')
  end

  if !@highlight_max_length.nil? && @highlight_max_length < 0
    invalid_properties.push('invalid value for "highlight_max_length", must be greater than or equal to 0.')
  end

  if !@highlight_max_num.nil? && @highlight_max_num < 0
    invalid_properties.push('invalid value for "highlight_max_num", must be greater than or equal to 0.')
  end

  if !@highlight_window.nil? && @highlight_window < 0
    invalid_properties.push('invalid value for "highlight_window", must be greater than or equal to 0.')
  end

  if !@page.nil? && @page < 0
    invalid_properties.push('invalid value for "page", must be greater than or equal to 0.')
  end

  if !@page_size.nil? && @page_size < 0
    invalid_properties.push('invalid value for "page_size", must be greater than or equal to 0.')
  end

  if @query.nil?
    invalid_properties.push('invalid value for "query", query cannot be nil.')
  end

  if @search_type.nil?
    invalid_properties.push('invalid value for "search_type", search_type cannot be nil.')
  end

  invalid_properties
end

#to_body ⇒ Hash

to_body is an alias to to_hash (backward compatibility)

Returns:

  • (Hash) —

    Returns the object in the form of hash



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 444

def to_body
  to_hash
end

#to_hash ⇒ Hash

Returns the object in the form of hash

Returns:

  • (Hash) —

    Returns the object in the form of hash



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 450

def to_hash
  hash = {}
  self.class.attribute_map.each_pair do |attr, param|
    value = self.send(attr)
    if value.nil?
      is_nullable = self.class.openapi_nullable.include?(attr)
      next if !is_nullable || (is_nullable && !instance_variable_defined?(:"@#{attr}"))
    end

    hash[param] = _to_hash(value)
  end
  hash
end

#to_s ⇒ String

Returns the string representation of the object

Returns:

  • (String) —

    String presentation of the object



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 438

def to_s
  to_hash.to_s
end

#valid? ⇒ Boolean

Check to see if the all the properties in the model are valid

Returns:

  • (Boolean) —

    true if the model is valid



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# File 'lib/trieve_ruby_client/models/search_over_groups_data.rb', line 262

def valid?
  warn '[DEPRECATED] the `valid?` method is obsolete'
  return false if !@group_size.nil? && @group_size < 0
  return false if !@highlight_max_length.nil? && @highlight_max_length < 0
  return false if !@highlight_max_num.nil? && @highlight_max_num < 0
  return false if !@highlight_window.nil? && @highlight_window < 0
  return false if !@page.nil? && @page < 0
  return false if !@page_size.nil? && @page_size < 0
  return false if @query.nil?
  return false if @search_type.nil?
  true
end