chatwoot-develop/app/models/jasmine/document_chunk.rb

57 lines
1.8 KiB
Ruby

# == Schema Information
#
# Table name: jasmine_document_chunks
#
# id :bigint not null, primary key
# content :text
# embedding :vector(1536)
# metadata :jsonb
# created_at :datetime not null
# updated_at :datetime not null
# account_id :bigint not null
# collection_id :bigint not null
# document_id :bigint not null
#
# Indexes
#
# index_jasmine_chunks_on_acc_coll_doc (account_id,collection_id,document_id)
# index_jasmine_document_chunks_on_account_id (account_id)
# index_jasmine_document_chunks_on_collection_id (collection_id)
# index_jasmine_document_chunks_on_document_id (document_id)
# index_jasmine_document_chunks_on_embedding (embedding) USING hnsw
#
# Foreign Keys
#
# fk_rails_... (account_id => accounts.id)
# fk_rails_... (collection_id => jasmine_collections.id)
# fk_rails_... (document_id => jasmine_documents.id)
#
module Jasmine
require 'neighbor'
class DocumentChunk < ApplicationRecord
# Explicitly load Neighbor for development environment issues
extend Neighbor::Model
self.table_name = 'jasmine_document_chunks'
belongs_to :account
belongs_to :collection, class_name: 'Jasmine::Collection'
belongs_to :document, class_name: 'Jasmine::Document'
# Enable neighbor vector search
has_neighbors :embedding
validates :content, presence: true
validate :validate_consistency
private
def validate_consistency
return if document.nil? || collection.nil?
errors.add(:base, 'Document mismatch') if document.collection_id != collection_id
errors.add(:base, 'Collection account mismatch') if collection.account_id != account_id
errors.add(:base, 'Document account mismatch') if document.account_id != account_id
end
end
end