Class: TrieveRubyClient::SearchChunkData

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

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(attributes = {}) ⇒ SearchChunkData

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_chunk_data.rb', line 136

def initialize(attributes = {})
  if (!attributes.is_a?(Hash))
    fail ArgumentError, "The input argument (attributes) must be a hash in `TrieveRubyClient::SearchChunkData` 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::SearchChunkData`. 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?(:'content_only')
    self.content_only = attributes[:'content_only']
  end

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

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

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

Instance Attribute Details

#content_only ⇒ Object

Set content_only to true to only returning the chunk_html of the chunks. This is useful for when you want to reduce amount of data over the wire for latency improvement (typically 10-50ms). Default is false.



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# File 'lib/trieve_ruby_client/models/search_chunk_data.rb', line 19

def content_only
  @content_only
end

#filters ⇒ Object

Returns the value of attribute filters.



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

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_chunk_data.rb', line 24

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_chunk_data.rb', line 27

def get_total_pages
  @get_total_pages
end

#highlight_delimiters ⇒ Object

Set highlight_delimiters to a list of strings to use as delimiters for highlighting. If not specified, this defaults to ["?", ",", ".", "!"].



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

def highlight_delimiters
  @highlight_delimiters
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 sub-sentences.



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

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_chunk_data.rb', line 36

def highlight_threshold
  @highlight_threshold
end

#page ⇒ Object

Page of chunks to fetch. Page is 1-indexed.



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

def page
  @page
end

#page_size ⇒ Object

Page size is the number of chunks to fetch. This can be used to fetch more than 10 chunks at a time.



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

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_chunk_data.rb', line 45

def query
  @query
end

#recency_bias ⇒ Object

Recency Bias lets you determine how much of an effect the recency of chunks will have on the search results. If not specified, this defaults to 0.0. We recommend setting this to 1.0 for a gentle reranking of the results, >3.0 for a strong reranking of the results.



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

def recency_bias
  @recency_bias
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_chunk_data.rb', line 51

def score_threshold
  @score_threshold
end

#search_type ⇒ Object

Can be either "semantic", "fulltext", or "hybrid". If specified as "hybrid", it 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_chunk_data.rb', line 54

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 (typically 10-50ms). Default is false.



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

def slim_chunks
  @slim_chunks
end

#tag_weights ⇒ Object

Tag weights is a JSON object which can be used to boost the ranking of chunks with certain tags. This is useful for when you want to be able to bias towards chunks with a certain tag on the fly. The keys are the tag names and the values are the weights.



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

def tag_weights
  @tag_weights
end

#use_weights ⇒ Object

Set use_weights to true to use the weights of the chunks in the result set in order to sort them. If not specified, this defaults to true.



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

def use_weights
  @use_weights
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_chunk_data.rb', line 339

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_chunk_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_chunk_data.rb', line 66

def self.attribute_map
  {
    :'content_only' => :'content_only',
    :'filters' => :'filters',
    :'get_collisions' => :'get_collisions',
    :'get_total_pages' => :'get_total_pages',
    :'highlight_delimiters' => :'highlight_delimiters',
    :'highlight_results' => :'highlight_results',
    :'highlight_threshold' => :'highlight_threshold',
    :'page' => :'page',
    :'page_size' => :'page_size',
    :'query' => :'query',
    :'recency_bias' => :'recency_bias',
    :'score_threshold' => :'score_threshold',
    :'search_type' => :'search_type',
    :'slim_chunks' => :'slim_chunks',
    :'tag_weights' => :'tag_weights',
    :'use_weights' => :'use_weights'
  }
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_chunk_data.rb', line 315

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_chunk_data.rb', line 115

def self.openapi_nullable
  Set.new([
    :'content_only',
    :'filters',
    :'get_collisions',
    :'get_total_pages',
    :'highlight_delimiters',
    :'highlight_results',
    :'highlight_threshold',
    :'page',
    :'page_size',
    :'recency_bias',
    :'score_threshold',
    :'slim_chunks',
    :'tag_weights',
    :'use_weights'
  ])
end

.openapi_types ⇒ Object

Attribute type mapping.



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

def self.openapi_types
  {
    :'content_only' => :'Boolean',
    :'filters' => :'ChunkFilter',
    :'get_collisions' => :'Boolean',
    :'get_total_pages' => :'Boolean',
    :'highlight_delimiters' => :'Array<String>',
    :'highlight_results' => :'Boolean',
    :'highlight_threshold' => :'Float',
    :'page' => :'Integer',
    :'page_size' => :'Integer',
    :'query' => :'String',
    :'recency_bias' => :'Float',
    :'score_threshold' => :'Float',
    :'search_type' => :'String',
    :'slim_chunks' => :'Boolean',
    :'tag_weights' => :'Hash<String, Float>',
    :'use_weights' => :'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_chunk_data.rb', line 279

def ==(o)
  return true if self.equal?(o)
  self.class == o.class &&
      content_only == o.content_only &&
      filters == o.filters &&
      get_collisions == o.get_collisions &&
      get_total_pages == o.get_total_pages &&
      highlight_delimiters == o.highlight_delimiters &&
      highlight_results == o.highlight_results &&
      highlight_threshold == o.highlight_threshold &&
      page == o.page &&
      page_size == o.page_size &&
      query == o.query &&
      recency_bias == o.recency_bias &&
      score_threshold == o.score_threshold &&
      search_type == o.search_type &&
      slim_chunks == o.slim_chunks &&
      tag_weights == o.tag_weights &&
      use_weights == o.use_weights
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_chunk_data.rb', line 410

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_chunk_data.rb', line 302

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_chunk_data.rb', line 308

def hash
  [content_only, filters, get_collisions, get_total_pages, highlight_delimiters, highlight_results, highlight_threshold, page, page_size, query, recency_bias, score_threshold, search_type, slim_chunks, tag_weights, use_weights].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_chunk_data.rb', line 224

def list_invalid_properties
  warn '[DEPRECATED] the `list_invalid_properties` method is obsolete'
  invalid_properties = Array.new
  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_chunk_data.rb', line 386

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_chunk_data.rb', line 392

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_chunk_data.rb', line 380

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_chunk_data.rb', line 248

def valid?
  warn '[DEPRECATED] the `valid?` method is obsolete'
  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