diff --git a/.code-samples.meilisearch.yaml b/.code-samples.meilisearch.yaml
index efcf98a4..87438e7b 100644
--- a/.code-samples.meilisearch.yaml
+++ b/.code-samples.meilisearch.yaml
@@ -655,3 +655,21 @@ reset_search_cutoff_1: |-
   client.index('movies').reset_search_cutoff_ms
 get_similar_post_1: |-
   client.index('INDEX_NAME').search_similar_documents('TARGET_DOCUMENT_ID')
+search_parameter_reference_ranking_score_threshold_1: |-
+  client.index('INDEX_NAME').search('badman', {
+    rankingScoreThreshold: 0.2
+  })
+search_parameter_reference_distinct_1: |-
+  client.index('INDEX_NAME').search('QUERY TERMS', {
+    distinct: 'ATTRIBUTE_A'
+  })
+distinct_attribute_guide_filterable_1: |-
+  client.index('products').update_filterable_attributes([
+    'product_id',
+    'sku',
+    'url'
+  ])
+distinct_attribute_guide_distinct_parameter_1: |-
+  client.index('products').search('white shirt', {
+    distinct: 'sku'
+  })
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 1e4b6a07..dd4fa883 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -19,7 +19,7 @@ jobs:
       matrix:
         ruby-version: ['3.1', '3.2', '3.3']
     name: integration-tests (ruby ${{ matrix.ruby-version }})
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
       - name: Set up Ruby ${{ matrix.ruby-version }}
diff --git a/.rubocop_todo.yml b/.rubocop_todo.yml
index 5a5b9cff..7e33d7b1 100644
--- a/.rubocop_todo.yml
+++ b/.rubocop_todo.yml
@@ -1,6 +1,6 @@
 # This configuration was generated by
 # `rubocop --auto-gen-config`
-# on 2024-06-01 14:58:01 UTC using RuboCop version 1.63.5.
+# on 2024-09-10 01:25:16 UTC using RuboCop version 1.65.1.
 # The point is for the user to remove these configuration records
 # one by one as the offenses are removed from the code base.
 # Note that changes in the inspected code, or installation of new
diff --git a/Gemfile b/Gemfile
index 5d069e5e..2487b1d9 100644
--- a/Gemfile
+++ b/Gemfile
@@ -18,5 +18,5 @@ group :development, :test do
 end
 
 group :development do
-  gem 'rubocop', '~> 1.64.1', require: false
+  gem 'rubocop', '~> 1.66.0', require: false
 end
diff --git a/docker-compose.yml b/docker-compose.yml
index 091047f5..1c94bad7 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -3,7 +3,7 @@ volumes:
 
 services:
   package:
-    image: ruby:3.0
+    image: ruby:3.3
     tty: true
     stdin_open: true
     working_dir: /home/package
diff --git a/lib/meilisearch.rb b/lib/meilisearch.rb
index f7a58e49..e72bb54a 100644
--- a/lib/meilisearch.rb
+++ b/lib/meilisearch.rb
@@ -1,5 +1,7 @@
 # frozen_string_literal: true
 
+require 'json'
+
 require 'meilisearch/version'
 require 'meilisearch/utils'
 require 'meilisearch/models/task'
diff --git a/lib/meilisearch/error.rb b/lib/meilisearch/error.rb
index 01420f09..02a1f40e 100644
--- a/lib/meilisearch/error.rb
+++ b/lib/meilisearch/error.rb
@@ -70,6 +70,15 @@ def initialize(message = nil)
     end
   end
 
+  class InvalidDocumentId < Error
+    attr_reader :message
+
+    def initialize(message = nil)
+      @message = "The document id is invalid. #{message}"
+      super(@message)
+    end
+  end
+
   module TenantToken
     class ExpireOrInvalidSignature < MeiliSearch::Error; end
     class InvalidApiKey < MeiliSearch::Error; end
diff --git a/lib/meilisearch/index.rb b/lib/meilisearch/index.rb
index 6c6a7643..96b45bea 100644
--- a/lib/meilisearch/index.rb
+++ b/lib/meilisearch/index.rb
@@ -220,6 +220,10 @@ def delete_documents!(documents_ids)
     alias delete_multiple_documents! delete_documents!
 
     def delete_document(document_id)
+      if document_id.nil? || document_id.to_s.empty?
+        raise MeiliSearch::InvalidDocumentId, 'document_id cannot be empty or nil'
+      end
+
       encode_document = URI.encode_www_form_component(document_id)
       response = http_delete "/indexes/#{@uid}/documents/#{encode_document}"
 
diff --git a/lib/meilisearch/version.rb b/lib/meilisearch/version.rb
index 7291b5c4..af2165b0 100644
--- a/lib/meilisearch/version.rb
+++ b/lib/meilisearch/version.rb
@@ -1,7 +1,7 @@
 # frozen_string_literal: true
 
 module MeiliSearch
-  VERSION = '0.28.0'
+  VERSION = '0.28.3'
 
   def self.qualified_version
     "Meilisearch Ruby (v#{VERSION})"
diff --git a/meilisearch.gemspec b/meilisearch.gemspec
index 3fa62de9..6fb3e896 100644
--- a/meilisearch.gemspec
+++ b/meilisearch.gemspec
@@ -15,6 +15,6 @@ Gem::Specification.new do |s|
   s.files       = Dir['{lib}/**/*', 'LICENSE', 'README.md']
 
   s.required_ruby_version = '>= 3.0.0'
-  s.add_dependency 'httparty', '~> 0.17.1'
+  s.add_dependency 'httparty', '~> 0.17'
   s.metadata['rubygems_mfa_required'] = 'true'
 end
diff --git a/spec/meilisearch/client/errors_spec.rb b/spec/meilisearch/client/errors_spec.rb
index 10843cf4..1c010c68 100644
--- a/spec/meilisearch/client/errors_spec.rb
+++ b/spec/meilisearch/client/errors_spec.rb
@@ -33,4 +33,12 @@
       end.to raise_error(MeiliSearch::CommunicationError)
     end
   end
+
+  context 'when document id is invalid' do
+    it 'raises MeiliSearch::InvalidDocumentId' do
+      expect do
+        client.index('movies').delete_document(nil)
+      end.to raise_error(MeiliSearch::InvalidDocumentId)
+    end
+  end
 end
diff --git a/spec/meilisearch/index/documents_spec.rb b/spec/meilisearch/index/documents_spec.rb
index b1984f78..d54d5a5f 100644
--- a/spec/meilisearch/index/documents_spec.rb
+++ b/spec/meilisearch/index/documents_spec.rb
@@ -393,6 +393,10 @@
     describe '#delete_document' do
       before { index.add_documents(documents).await }
 
+      it 'if the document id is nil, it raises an error' do
+        expect { index.delete_document(nil) }.to raise_error(MeiliSearch::InvalidDocumentId)
+      end
+
       it 'deletes one document from index' do
         id = 456
         index.delete_document(id).await
diff --git a/spec/meilisearch/index/search/attributes_to_highlight_spec.rb b/spec/meilisearch/index/search/attributes_to_highlight_spec.rb
index 498f7cf6..d9df5b0a 100644
--- a/spec/meilisearch/index/search/attributes_to_highlight_spec.rb
+++ b/spec/meilisearch/index/search/attributes_to_highlight_spec.rb
@@ -7,7 +7,7 @@
     response = index.search('the', attributes_to_highlight: ['title'])
     expect(response).to be_a(Hash)
     expect(response.keys).to contain_exactly(*DEFAULT_SEARCH_RESPONSE_KEYS)
-    expect(response['hits'].count).to eq(3)
+    expect(response['hits'].count).to eq(4)
     expect(response['hits'].first).to have_key('_formatted')
     expect(response['hits'].first['_formatted']['title']).to eq('<em>The</em> Hobbit')
   end
@@ -16,7 +16,7 @@
     response = index.search('', attributes_to_highlight: ['*'])
     expect(response).to be_a(Hash)
     expect(response.keys).to contain_exactly(*DEFAULT_SEARCH_RESPONSE_KEYS)
-    expect(response['hits'].count).to eq(7)
+    expect(response['hits'].count).to eq(8)
     expect(response['hits'].first).to have_key('_formatted')
   end
 
diff --git a/spec/meilisearch/index/search/attributes_to_retrieve_spec.rb b/spec/meilisearch/index/search/attributes_to_retrieve_spec.rb
index ee7d6422..d82e455b 100644
--- a/spec/meilisearch/index/search/attributes_to_retrieve_spec.rb
+++ b/spec/meilisearch/index/search/attributes_to_retrieve_spec.rb
@@ -7,7 +7,7 @@
     response = index.search('the', attributes_to_retrieve: ['title'])
     expect(response).to be_a(Hash)
     expect(response.keys).to contain_exactly(*DEFAULT_SEARCH_RESPONSE_KEYS)
-    expect(response['hits'].count).to eq(3)
+    expect(response['hits'].count).to eq(4)
     expect(response['hits'].first).to have_key('title')
     expect(response['hits'].first).not_to have_key('objectId')
     expect(response['hits'].first).not_to have_key('genre')
@@ -17,7 +17,7 @@
     response = index.search('the', attributes_to_retrieve: ['title', 'genre'])
     expect(response).to be_a(Hash)
     expect(response.keys).to contain_exactly(*DEFAULT_SEARCH_RESPONSE_KEYS)
-    expect(response['hits'].count).to eq(3)
+    expect(response['hits'].count).to eq(4)
     expect(response['hits'].first).to have_key('title')
     expect(response['hits'].first).not_to have_key('objectId')
     expect(response['hits'].first).to have_key('genre')
@@ -27,7 +27,7 @@
     response = index.search('the', attributes_to_retrieve: ['*'])
     expect(response).to be_a(Hash)
     expect(response.keys).to contain_exactly(*DEFAULT_SEARCH_RESPONSE_KEYS)
-    expect(response['hits'].count).to eq(3)
+    expect(response['hits'].count).to eq(4)
     expect(response['hits'].first).to have_key('objectId')
     expect(response['hits'].first).to have_key('title')
     expect(response['hits'].first).to have_key('genre')
diff --git a/spec/meilisearch/index/search/distinct_spec.rb b/spec/meilisearch/index/search/distinct_spec.rb
new file mode 100644
index 00000000..d6d0dabd
--- /dev/null
+++ b/spec/meilisearch/index/search/distinct_spec.rb
@@ -0,0 +1,19 @@
+# frozen_string_literal: true
+
+RSpec.describe 'MeiliSearch::Index - Distinct search' do
+  include_context 'search books with genre'
+
+  before do
+    index.update_filterable_attributes(['genre']).await
+  end
+
+  it 'does a search without distinct' do
+    response = index.search('harry potter')
+    expect(response['hits'].count).to eq(2)
+  end
+
+  it 'does a custom search with distinct' do
+    response = index.search('harry potter', { distinct: 'genre' })
+    expect(response['hits'].count).to eq(1)
+  end
+end
diff --git a/spec/meilisearch/index/search/q_spec.rb b/spec/meilisearch/index/search/q_spec.rb
index d018e8be..7b17cbc1 100644
--- a/spec/meilisearch/index/search/q_spec.rb
+++ b/spec/meilisearch/index/search/q_spec.rb
@@ -64,7 +64,7 @@
     response = index.search('coco "harry"')
     expect(response).to be_a(Hash)
     expect(response.keys).to contain_exactly(*DEFAULT_SEARCH_RESPONSE_KEYS)
-    expect(response['hits'].count).to eq(1)
+    expect(response['hits'].count).to eq(2)
     expect(response['hits'].first['objectId']).to eq(4)
     expect(response['hits'].first).not_to have_key('_formatted')
   end
diff --git a/spec/meilisearch/index/search/ranking_score_threshold_spec.rb b/spec/meilisearch/index/search/ranking_score_threshold_spec.rb
new file mode 100644
index 00000000..7d25e94f
--- /dev/null
+++ b/spec/meilisearch/index/search/ranking_score_threshold_spec.rb
@@ -0,0 +1,13 @@
+# frozen_string_literal: true
+
+RSpec.describe 'MeiliSearch::Index - Search with rankingScoreThreshold' do
+  include_context 'search books with genre'
+
+  it 'does a custom search with rankingScoreThreshold' do
+    response = index.search('harry potter and the prisoner of azkaban', { rankingScoreThreshold: 0.9 })
+    expect(response['hits'].count).to be(0)
+
+    response = index.search('harry potter and the', { rankingScoreThreshold: 0.3 })
+    expect(response['hits'].count).to be(2)
+  end
+end
diff --git a/spec/spec_helper.rb b/spec/spec_helper.rb
index 346e72a5..18170866 100644
--- a/spec/spec_helper.rb
+++ b/spec/spec_helper.rb
@@ -37,6 +37,7 @@
 
 require 'meilisearch'
 require 'byebug'
+require 'time'
 
 # Globals for all tests
 URL = format('http://%<host>s:%<port>s',
diff --git a/spec/support/books_contexts.rb b/spec/support/books_contexts.rb
index 83e40d2c..8d1a886e 100644
--- a/spec/support/books_contexts.rb
+++ b/spec/support/books_contexts.rb
@@ -4,12 +4,13 @@
   let(:index) { client.index('books') }
   let(:documents) do
     [
-      { objectId: 123,  title: 'Pride and Prejudice',                    genre: 'romance' },
-      { objectId: 456,  title: 'Le Petit Prince',                        genre: 'adventure' },
-      { objectId: 1,    title: 'Alice In Wonderland',                    genre: 'adventure' },
-      { objectId: 2,    title: 'Le Rouge et le Noir',                    genre: 'romance' },
-      { objectId: 1344, title: 'The Hobbit',                             genre: 'adventure' },
-      { objectId: 4,    title: 'Harry Potter and the Half-Blood Prince', genre: 'fantasy' },
+      { objectId: 123,  title: 'Pride and Prejudice',                     genre: 'romance' },
+      { objectId: 456,  title: 'Le Petit Prince',                         genre: 'adventure' },
+      { objectId: 1,    title: 'Alice In Wonderland',                     genre: 'adventure' },
+      { objectId: 2,    title: 'Le Rouge et le Noir',                     genre: 'romance' },
+      { objectId: 1344, title: 'The Hobbit',                              genre: 'adventure' },
+      { objectId: 4,    title: 'Harry Potter and the Half-Blood Prince',  genre: 'fantasy' },
+      { objectId: 7,    title: 'Harry Potter and the Chamber of Secrets', genre: 'fantasy' },
       { objectId: 42,   title: 'The Hitchhiker\'s Guide to the Galaxy' }
     ]
   end