=begin #Carbon #Connect external data to LLMs, no matter the source. The version of the OpenAPI document: 1.0.0 =end require 'date' require 'time' module Carbon class GetEmbeddingDocumentsBody # A set of tags to limit the search to. Deprecated and may be removed in the future. attr_accessor :tags # Query for which to get related chunks and embeddings. attr_accessor :query # Optional query vector for which to get related chunks and embeddings. It must have been generated by the same model used to generate the embeddings across which the search is being conducted. Cannot provide both `query` and `query_vector`. attr_accessor :query_vector # Number of related chunks to return. attr_accessor :k # Optional list of file IDs to limit the search to attr_accessor :file_ids # Optional list of parent file IDs to limit the search to. A parent file describes a file to which another file belongs (e.g. a folder) attr_accessor :parent_file_ids # Flag to control whether or not to include all children of filtered files in the embedding search. attr_accessor :include_all_children # A set of tags to limit the search to. Use this instead of `tags`, which is deprecated. attr_accessor :tags_v2 # Flag to control whether or not to include tags for each chunk in the response. attr_accessor :include_tags # Flag to control whether or not to include embedding vectors in the response. attr_accessor :include_vectors # Flag to control whether or not to include a signed URL to the raw file containing each chunk in the response. attr_accessor :include_raw_file # Flag to control whether or not to perform hybrid search. attr_accessor :hybrid_search attr_accessor :hybrid_search_tuning_parameters attr_accessor :media_type attr_accessor :embedding_model # Flag to control whether or not to include file-level metadata in the response. This metadata will be included in the `content_metadata` field of each document along with chunk/embedding level metadata. attr_accessor :include_file_level_metadata # Flag to control whether or not to perform a high accuracy embedding search. By default, this is set to false. If true, the search may return more accurate results, but may take longer to complete. attr_accessor :high_accuracy attr_accessor :rerank # Filter files based on their type at the source (for example help center tickets and articles) attr_accessor :file_types_at_source # Flag to control whether or not to exclude files that are not in hot storage. If set to False, then an error will be returned if any filtered files are in cold storage. attr_accessor :exclude_cold_storage_files # Attribute mapping from ruby-style variable name to JSON key. def self.attribute_map { :'tags' => :'tags', :'query' => :'query', :'query_vector' => :'query_vector', :'k' => :'k', :'file_ids' => :'file_ids', :'parent_file_ids' => :'parent_file_ids', :'include_all_children' => :'include_all_children', :'tags_v2' => :'tags_v2', :'include_tags' => :'include_tags', :'include_vectors' => :'include_vectors', :'include_raw_file' => :'include_raw_file', :'hybrid_search' => :'hybrid_search', :'hybrid_search_tuning_parameters' => :'hybrid_search_tuning_parameters', :'media_type' => :'media_type', :'embedding_model' => :'embedding_model', :'include_file_level_metadata' => :'include_file_level_metadata', :'high_accuracy' => :'high_accuracy', :'rerank' => :'rerank', :'file_types_at_source' => :'file_types_at_source', :'exclude_cold_storage_files' => :'exclude_cold_storage_files' } end # Returns all the JSON keys this model knows about def self.acceptable_attributes attribute_map.values end # Attribute type mapping. def self.openapi_types { :'tags' => :'Hash', :'query' => :'String', :'query_vector' => :'Array', :'k' => :'Integer', :'file_ids' => :'Array', :'parent_file_ids' => :'Array', :'include_all_children' => :'Boolean', :'tags_v2' => :'Object', :'include_tags' => :'Boolean', :'include_vectors' => :'Boolean', :'include_raw_file' => :'Boolean', :'hybrid_search' => :'Boolean', :'hybrid_search_tuning_parameters' => :'HybridSearchTuningParamsNullable', :'media_type' => :'FileContentTypesNullable', :'embedding_model' => :'EmbeddingGeneratorsNullable', :'include_file_level_metadata' => :'Boolean', :'high_accuracy' => :'Boolean', :'rerank' => :'RerankParamsNullable', :'file_types_at_source' => :'Array', :'exclude_cold_storage_files' => :'Boolean' } end # List of attributes with nullable: true def self.openapi_nullable Set.new([ :'tags', :'query_vector', :'file_ids', :'parent_file_ids', :'tags_v2', :'include_tags', :'include_vectors', :'include_raw_file', :'hybrid_search', :'hybrid_search_tuning_parameters', :'media_type', :'embedding_model', :'include_file_level_metadata', :'high_accuracy', :'rerank', :'file_types_at_source', ]) end # Initializes the object # @param [Hash] attributes Model attributes in the form of hash def initialize(attributes = {}) if (!attributes.is_a?(Hash)) fail ArgumentError, "The input argument (attributes) must be a hash in `Carbon::GetEmbeddingDocumentsBody` 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 `Carbon::GetEmbeddingDocumentsBody`. 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?(:'tags') if (value = attributes[:'tags']).is_a?(Hash) self.tags = value end end if attributes.key?(:'query') self.query = attributes[:'query'] end if attributes.key?(:'query_vector') if (value = attributes[:'query_vector']).is_a?(Array) self.query_vector = value end end if attributes.key?(:'k') self.k = attributes[:'k'] end if attributes.key?(:'file_ids') if (value = attributes[:'file_ids']).is_a?(Array) self.file_ids = value end end if attributes.key?(:'parent_file_ids') if (value = attributes[:'parent_file_ids']).is_a?(Array) self.parent_file_ids = value end end if attributes.key?(:'include_all_children') self.include_all_children = attributes[:'include_all_children'] else self.include_all_children = false end if attributes.key?(:'tags_v2') self.tags_v2 = attributes[:'tags_v2'] end if attributes.key?(:'include_tags') self.include_tags = attributes[:'include_tags'] end if attributes.key?(:'include_vectors') self.include_vectors = attributes[:'include_vectors'] end if attributes.key?(:'include_raw_file') self.include_raw_file = attributes[:'include_raw_file'] end if attributes.key?(:'hybrid_search') self.hybrid_search = attributes[:'hybrid_search'] end if attributes.key?(:'hybrid_search_tuning_parameters') self.hybrid_search_tuning_parameters = attributes[:'hybrid_search_tuning_parameters'] end if attributes.key?(:'media_type') self.media_type = attributes[:'media_type'] end if attributes.key?(:'embedding_model') self.embedding_model = attributes[:'embedding_model'] else self.embedding_model = 'OPENAI' end if attributes.key?(:'include_file_level_metadata') self.include_file_level_metadata = attributes[:'include_file_level_metadata'] else self.include_file_level_metadata = false end if attributes.key?(:'high_accuracy') self.high_accuracy = attributes[:'high_accuracy'] else self.high_accuracy = false end if attributes.key?(:'rerank') self.rerank = attributes[:'rerank'] end if attributes.key?(:'file_types_at_source') if (value = attributes[:'file_types_at_source']).is_a?(Array) self.file_types_at_source = value end end if attributes.key?(:'exclude_cold_storage_files') self.exclude_cold_storage_files = attributes[:'exclude_cold_storage_files'] else self.exclude_cold_storage_files = false end end # Show invalid properties with the reasons. Usually used together with valid? # @return Array for valid properties with the reasons def list_invalid_properties invalid_properties = Array.new if @query.nil? invalid_properties.push('invalid value for "query", query cannot be nil.') end if @query.to_s.length < 1 invalid_properties.push('invalid value for "query", the character length must be great than or equal to 1.') end if @k.nil? invalid_properties.push('invalid value for "k", k cannot be nil.') end if @k < 1 invalid_properties.push('invalid value for "k", must be greater than or equal to 1.') end invalid_properties end # Check to see if the all the properties in the model are valid # @return true if the model is valid def valid? return false if @query.nil? return false if @query.to_s.length < 1 return false if @k.nil? return false if @k < 1 true end # Custom attribute writer method with validation # @param [Object] query Value to be assigned def query=(query) if query.nil? fail ArgumentError, 'query cannot be nil' end if query.to_s.length < 1 fail ArgumentError, 'invalid value for "query", the character length must be great than or equal to 1.' end @query = query end # Custom attribute writer method with validation # @param [Object] k Value to be assigned def k=(k) if k.nil? fail ArgumentError, 'k cannot be nil' end if k < 1 fail ArgumentError, 'invalid value for "k", must be greater than or equal to 1.' end @k = k end # Checks equality by comparing each attribute. # @param [Object] Object to be compared def ==(o) return true if self.equal?(o) self.class == o.class && tags == o.tags && query == o.query && query_vector == o.query_vector && k == o.k && file_ids == o.file_ids && parent_file_ids == o.parent_file_ids && include_all_children == o.include_all_children && tags_v2 == o.tags_v2 && include_tags == o.include_tags && include_vectors == o.include_vectors && include_raw_file == o.include_raw_file && hybrid_search == o.hybrid_search && hybrid_search_tuning_parameters == o.hybrid_search_tuning_parameters && media_type == o.media_type && embedding_model == o.embedding_model && include_file_level_metadata == o.include_file_level_metadata && high_accuracy == o.high_accuracy && rerank == o.rerank && file_types_at_source == o.file_types_at_source && exclude_cold_storage_files == o.exclude_cold_storage_files end # @see the `==` method # @param [Object] Object to be compared def eql?(o) self == o end # Calculates hash code according to all attributes. # @return [Integer] Hash code def hash [tags, query, query_vector, k, file_ids, parent_file_ids, include_all_children, tags_v2, include_tags, include_vectors, include_raw_file, hybrid_search, hybrid_search_tuning_parameters, media_type, embedding_model, include_file_level_metadata, high_accuracy, rerank, file_types_at_source, exclude_cold_storage_files].hash end # Builds the object from hash # @param [Hash] attributes Model attributes in the form of hash # @return [Object] Returns the model itself def self.build_from_hash(attributes) new.build_from_hash(attributes) end # Builds the object from hash # @param [Hash] attributes Model attributes in the form of hash # @return [Object] Returns the model itself def build_from_hash(attributes) return nil unless attributes.is_a?(Hash) attributes = attributes.transform_keys(&:to_sym) self.class.openapi_types.each_pair do |key, type| if attributes[self.class.attribute_map[key]].nil? && self.class.openapi_nullable.include?(key) self.send("#{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[self.class.attribute_map[key]].is_a?(Array) self.send("#{key}=", attributes[self.class.attribute_map[key]].map { |v| _deserialize($1, v) }) end elsif !attributes[self.class.attribute_map[key]].nil? self.send("#{key}=", _deserialize(type, attributes[self.class.attribute_map[key]])) end end self end # Deserializes the data based on type # @param string type Data type # @param string value Value to be deserialized # @return [Object] Deserialized data def _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<(?.+)>\z/ inner_type = Regexp.last_match[:inner_type] value.map { |v| _deserialize(inner_type, v) } when /\AHash<(?.+?), (?.+)>\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 = Carbon.const_get(type) klass.respond_to?(:openapi_one_of) ? klass.build(value) : klass.build_from_hash(value) end end # Returns the string representation of the object # @return [String] String presentation of the object def to_s to_hash.to_s end # to_body is an alias to to_hash (backward compatibility) # @return [Hash] Returns the object in the form of hash def to_body to_hash end # Returns the object in the form of hash # @return [Hash] Returns the object in the form of hash 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 # Outputs non-array value in the form of hash # For object, use to_hash. Otherwise, just return the value # @param [Object] value Any valid value # @return [Hash] Returns the value in the form of hash 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 end end