# Pull Request Template ## Description Reply suggestions uses `search_documentation`. While this is useful, there is a subtle bug, a user's message may be in a different language (say spanish) than the FAQs present (english). This results in embedding search in spanish and compared against english vectors, which results in poor retrieval and poor suggestions. Fixes # (issue) This PR fixes the above behaviour by making a small llm call translate the query before searching in the search documentation tool ## Type of change - [x] Bug fix (non-breaking change which fixes an issue) ## How Has This Been Tested? Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration. before: <img width="894" height="157" alt="image" src="https://github.com/user-attachments/assets/83871ee5-511e-4432-8b99-39e803759f63" /> after: <img width="1149" height="294" alt="image" src="https://github.com/user-attachments/assets/f9617d7a-6d48-4ca1-ad1c-2181e16c1f3d" /> test on rails console: <img width="2094" height="380" alt="image" src="https://github.com/user-attachments/assets/159fdaa5-8808-49d2-be5d-304d69fa97f7" /> ## Checklist: - [x] My code follows the style guidelines of this project - [x] I have performed a self-review of my code - [x] I have commented on my code, particularly in hard-to-understand areas - [ ] I have made corresponding changes to the documentation - [x] My changes generate no new warnings - [x] I have added tests that prove my fix is effective or that my feature works - [x] New and existing unit tests pass locally with my changes - [x] Any dependent changes have been merged and published in downstream modules
274 lines
7.0 KiB
Ruby
274 lines
7.0 KiB
Ruby
source 'https://rubygems.org'
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ruby '3.4.4'
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##-- base gems for rails --##
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gem 'rack-cors', '2.0.0', require: 'rack/cors'
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gem 'rails', '~> 7.1'
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# Reduces boot times through caching; required in config/boot.rb
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gem 'bootsnap', require: false
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##-- rails application helper gems --##
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gem 'acts-as-taggable-on'
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gem 'attr_extras'
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gem 'browser'
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gem 'hashie'
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gem 'jbuilder'
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gem 'kaminari'
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gem 'responders', '>= 3.1.1'
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gem 'rest-client'
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gem 'telephone_number'
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gem 'time_diff'
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gem 'tzinfo-data'
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gem 'valid_email2'
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gem 'email-provider-info'
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# compress javascript config.assets.js_compressor
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gem 'uglifier'
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##-- used for single column multiple binary flags in notification settings/feature flagging --##
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gem 'flag_shih_tzu'
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# Random name generator for user names
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gem 'haikunator'
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# Template parsing safely
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gem 'liquid'
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# Parse Markdown to HTML
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gem 'commonmarker'
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# Validate Data against JSON Schema
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gem 'json_schemer'
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# used in swagger build
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gem 'json_refs'
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# Rack middleware for blocking & throttling abusive requests
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gem 'rack-attack', '>= 6.7.0'
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# a utility tool for streaming, flexible and safe downloading of remote files
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gem 'down'
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# authentication type to fetch and send mail over oauth2.0
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gem 'gmail_xoauth'
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# Lock net-smtp to 0.3.4 to avoid issues with gmail_xoauth2
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gem 'net-smtp', '~> 0.3.4'
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# Prevent CSV injection
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gem 'csv-safe'
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##-- for active storage --##
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gem 'aws-sdk-s3', require: false
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# original gem isn't maintained actively
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# we wanted updated version of faraday which is a dependency for slack-ruby-client
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gem 'azure-storage-blob', git: 'https://github.com/chatwoot/azure-storage-ruby', branch: 'chatwoot', require: false
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gem 'google-cloud-storage', '>= 1.48.0', require: false
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gem 'image_processing'
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##-- for actionmailbox --##
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gem 'aws-actionmailbox-ses', '~> 0'
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##-- gems for database --#
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gem 'groupdate'
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gem 'pg'
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gem 'redis'
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gem 'redis-namespace'
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# super fast record imports in bulk
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gem 'activerecord-import'
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gem 'searchkick'
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gem 'opensearch-ruby'
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gem 'faraday_middleware-aws-sigv4'
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##--- gems for server & infra configuration ---##
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gem 'dotenv-rails', '>= 3.0.0'
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gem 'foreman'
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gem 'puma'
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gem 'vite_rails'
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# metrics on heroku
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gem 'barnes'
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##--- gems for authentication & authorization ---##
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gem 'devise', '>= 4.9.4'
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gem 'devise-secure_password', git: 'https://github.com/chatwoot/devise-secure_password', branch: 'chatwoot'
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gem 'devise_token_auth', '>= 1.2.3'
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# two-factor authentication
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gem 'devise-two-factor', '>= 5.0.0'
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# authorization
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gem 'jwt'
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gem 'pundit'
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# super admin
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gem 'administrate', '>= 0.20.1'
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gem 'administrate-field-active_storage', '>= 1.0.3'
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gem 'administrate-field-belongs_to_search', '>= 0.9.0'
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##--- gems for pubsub service ---##
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# https://karolgalanciak.com/blog/2019/11/30/from-activerecord-callbacks-to-publish-slash-subscribe-pattern-and-event-driven-design/
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gem 'wisper', '2.0.0'
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##--- gems for channels ---##
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gem 'facebook-messenger'
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gem 'line-bot-api'
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gem 'twilio-ruby'
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# twitty will handle subscription of twitter account events
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# gem 'twitty', git: 'https://github.com/chatwoot/twitty'
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gem 'twitty', '~> 0.1.5'
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# facebook client
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gem 'koala'
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# slack client
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gem 'slack-ruby-client', '~> 2.7.0'
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# for dialogflow integrations
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gem 'google-cloud-dialogflow-v2', '>= 0.24.0'
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gem 'grpc'
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# Translate integrations
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# 'google-cloud-translate' gem depends on faraday 2.0 version
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# this dependency breaks the slack-ruby-client gem
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gem 'google-cloud-translate-v3', '>= 0.7.0'
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##-- apm and error monitoring ---#
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# loaded only when environment variables are set.
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# ref application.rb
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gem 'datadog', '~> 2.0', require: false
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gem 'elastic-apm', require: false
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gem 'newrelic_rpm', require: false
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gem 'newrelic-sidekiq-metrics', '>= 1.6.2', require: false
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gem 'scout_apm', require: false
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gem 'sentry-rails', '>= 5.19.0', require: false
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gem 'sentry-ruby', require: false
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gem 'sentry-sidekiq', '>= 5.19.0', require: false
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##-- background job processing --##
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gem 'sidekiq', '>= 7.3.1'
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# We want cron jobs
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gem 'sidekiq-cron', '>= 1.12.0'
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# for sidekiq healthcheck
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gem 'sidekiq_alive'
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##-- Push notification service --##
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gem 'fcm'
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gem 'web-push', '>= 3.0.1'
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##-- geocoding / parse location from ip --##
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# http://www.rubygeocoder.com/
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gem 'geocoder'
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# to parse maxmind db
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gem 'maxminddb'
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# to create db triggers
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gem 'hairtrigger'
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gem 'procore-sift'
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# parse email
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gem 'email_reply_trimmer'
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gem 'html2text'
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# to calculate working hours
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gem 'working_hours'
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# full text search for articles
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gem 'pg_search'
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# Subscriptions, Billing
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gem 'stripe', '~> 18.0'
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## - helper gems --##
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## to populate db with sample data
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gem 'faker'
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# Include logrange conditionally in intializer using env variable
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gem 'lograge', '~> 0.14.0', require: false
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# worked with microsoft refresh token
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gem 'omniauth-oauth2'
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gem 'audited', '~> 5.4', '>= 5.4.1'
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# need for google auth
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gem 'omniauth', '>= 2.1.2'
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gem 'omniauth-saml'
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gem 'omniauth-google-oauth2', '>= 1.1.3'
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gem 'omniauth-rails_csrf_protection', '~> 1.0', '>= 1.0.2'
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## Gems for reponse bot
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# adds cosine similarity to postgres using vector extension
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gem 'neighbor'
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gem 'pgvector'
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# Convert Website HTML to Markdown
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gem 'reverse_markdown'
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gem 'iso-639'
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gem 'ruby-openai'
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gem 'ai-agents', '>= 0.7.0'
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# TODO: Move this gem as a dependency of ai-agents
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gem 'ruby_llm', '>= 1.8.2'
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gem 'ruby_llm-schema'
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gem 'cld3', '~> 3.7'
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# OpenTelemetry for LLM observability
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gem 'opentelemetry-sdk'
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gem 'opentelemetry-exporter-otlp'
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gem 'shopify_api'
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### Gems required only in specific deployment environments ###
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##############################################################
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group :production do
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# we dont want request timing out in development while using byebug
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gem 'rack-timeout'
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# for heroku autoscaling
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gem 'judoscale-rails', require: false
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gem 'judoscale-sidekiq', require: false
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end
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group :development do
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gem 'annotaterb'
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gem 'bullet'
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gem 'letter_opener'
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gem 'scss_lint', require: false
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gem 'web-console', '>= 4.2.1'
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# When we want to squash migrations
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gem 'squasher'
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# profiling
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gem 'rack-mini-profiler', '>= 3.2.0', require: false
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gem 'stackprof'
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# Should install the associated chrome extension to view query logs
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gem 'meta_request', '>= 0.8.3'
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gem 'tidewave'
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end
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group :test do
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# fast cleaning of database
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gem 'database_cleaner'
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# mock http calls
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gem 'webmock'
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# test profiling
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gem 'test-prof'
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gem 'simplecov_json_formatter', require: false
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end
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group :development, :test do
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gem 'active_record_query_trace'
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##--- gems for debugging and error reporting ---##
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# static analysis
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gem 'brakeman'
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gem 'bundle-audit', require: false
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gem 'byebug', platform: :mri
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gem 'climate_control'
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gem 'debug', '~> 1.8'
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gem 'factory_bot_rails', '>= 6.4.3'
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gem 'listen'
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gem 'mock_redis'
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gem 'pry-rails'
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gem 'rspec_junit_formatter'
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gem 'rspec-rails', '>= 6.1.5'
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gem 'rubocop', require: false
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gem 'rubocop-performance', require: false
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gem 'rubocop-rails', require: false
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gem 'rubocop-rspec', require: false
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gem 'rubocop-factory_bot', require: false
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gem 'seed_dump'
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gem 'shoulda-matchers'
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gem 'simplecov', '>= 0.21', require: false
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gem 'spring'
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gem 'spring-watcher-listen'
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end
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