diff --git a/.github/workflows/ruby.yml b/.github/workflows/ruby.yml
index 636110841..9c518a8fa 100644
--- a/.github/workflows/ruby.yml
+++ b/.github/workflows/ruby.yml
@@ -43,7 +43,7 @@ jobs:
       fail-fast: false
       matrix:
         ruby: [ '3.0', '3.1', '3.2' ]
-        gemfile: [ rails.6.1.activerecord, rails.7.0.activerecord ]
+        gemfile: [ rails.6.1.activerecord, rails.7.0.activerecord, rails.7.1.activerecord ]
     name: ${{ matrix.ruby }}-${{ matrix.gemfile }}
 
     env:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index fc63274c0..4337b3809 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,8 @@
 
 ### New Features
 
+* [#888](/~https://github.com/toptal/chewy/pull/907): Fix deprecation warning in LogSubscriber for Rails 7.1 ([@alejandroperea](/~https://github.com/alejandroperea))
+
 ### Changes
 
 ### Bugs Fixed
diff --git a/gemfiles/rails.7.1.activerecord.gemfile b/gemfiles/rails.7.1.activerecord.gemfile
new file mode 100644
index 000000000..af8ec812e
--- /dev/null
+++ b/gemfiles/rails.7.1.activerecord.gemfile
@@ -0,0 +1,13 @@
+source 'https://rubygems.org'
+
+gem 'activejob', '~> 7.1.0'
+gem 'activerecord', '~> 7.1.0'
+gem 'activesupport', '~> 7.1.0'
+gem 'kaminari-core', '~> 1.1.0', require: false
+gem 'parallel', require: false
+gem 'rspec_junit_formatter', '~> 0.4.1'
+gem 'sidekiq', require: false
+
+gem 'rexml' if RUBY_VERSION >= '3.0.0'
+
+gemspec path: '../'
diff --git a/lib/chewy.rb b/lib/chewy.rb
index a6239be31..d94497065 100644
--- a/lib/chewy.rb
+++ b/lib/chewy.rb
@@ -1,6 +1,6 @@
 require 'active_support/version'
 require 'active_support/concern'
-require 'active_support/deprecation'
+require 'active_support/deprecation' if ActiveSupport.version < '7.1'
 require 'active_support/json'
 require 'active_support/log_subscriber'
 
diff --git a/lib/chewy/log_subscriber.rb b/lib/chewy/log_subscriber.rb
index c35d63fbf..6227ece82 100644
--- a/lib/chewy/log_subscriber.rb
+++ b/lib/chewy/log_subscriber.rb
@@ -24,7 +24,11 @@ def render_action(action, event)
 
       subject = payload[:type].presence || payload[:index]
       action = "#{subject} #{action} (#{event.duration.round(1)}ms)"
-      action = color(action, GREEN, true)
+      action = if ActiveSupport.version >= '7.1'
+        color(action, GREEN, bold: true)
+      else
+        color(action, GREEN, true)
+      end
 
       debug("  #{action} #{description}")
     end