Files
leadchat/Gemfile
Aakash Bakhle bd732f1fa9 fix: search faqs in account language (#13428)
# 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
2026-02-09 17:25:11 +05:30

274 lines
7.0 KiB
Ruby

source 'https://rubygems.org'
ruby '3.4.4'
##-- base gems for rails --##
gem 'rack-cors', '2.0.0', require: 'rack/cors'
gem 'rails', '~> 7.1'
# Reduces boot times through caching; required in config/boot.rb
gem 'bootsnap', require: false
##-- rails application helper gems --##
gem 'acts-as-taggable-on'
gem 'attr_extras'
gem 'browser'
gem 'hashie'
gem 'jbuilder'
gem 'kaminari'
gem 'responders', '>= 3.1.1'
gem 'rest-client'
gem 'telephone_number'
gem 'time_diff'
gem 'tzinfo-data'
gem 'valid_email2'
gem 'email-provider-info'
# compress javascript config.assets.js_compressor
gem 'uglifier'
##-- used for single column multiple binary flags in notification settings/feature flagging --##
gem 'flag_shih_tzu'
# Random name generator for user names
gem 'haikunator'
# Template parsing safely
gem 'liquid'
# Parse Markdown to HTML
gem 'commonmarker'
# Validate Data against JSON Schema
gem 'json_schemer'
# used in swagger build
gem 'json_refs'
# Rack middleware for blocking & throttling abusive requests
gem 'rack-attack', '>= 6.7.0'
# a utility tool for streaming, flexible and safe downloading of remote files
gem 'down'
# authentication type to fetch and send mail over oauth2.0
gem 'gmail_xoauth'
# Lock net-smtp to 0.3.4 to avoid issues with gmail_xoauth2
gem 'net-smtp', '~> 0.3.4'
# Prevent CSV injection
gem 'csv-safe'
##-- for active storage --##
gem 'aws-sdk-s3', require: false
# original gem isn't maintained actively
# we wanted updated version of faraday which is a dependency for slack-ruby-client
gem 'azure-storage-blob', git: 'https://github.com/chatwoot/azure-storage-ruby', branch: 'chatwoot', require: false
gem 'google-cloud-storage', '>= 1.48.0', require: false
gem 'image_processing'
##-- for actionmailbox --##
gem 'aws-actionmailbox-ses', '~> 0'
##-- gems for database --#
gem 'groupdate'
gem 'pg'
gem 'redis'
gem 'redis-namespace'
# super fast record imports in bulk
gem 'activerecord-import'
gem 'searchkick'
gem 'opensearch-ruby'
gem 'faraday_middleware-aws-sigv4'
##--- gems for server & infra configuration ---##
gem 'dotenv-rails', '>= 3.0.0'
gem 'foreman'
gem 'puma'
gem 'vite_rails'
# metrics on heroku
gem 'barnes'
##--- gems for authentication & authorization ---##
gem 'devise', '>= 4.9.4'
gem 'devise-secure_password', git: 'https://github.com/chatwoot/devise-secure_password', branch: 'chatwoot'
gem 'devise_token_auth', '>= 1.2.3'
# two-factor authentication
gem 'devise-two-factor', '>= 5.0.0'
# authorization
gem 'jwt'
gem 'pundit'
# super admin
gem 'administrate', '>= 0.20.1'
gem 'administrate-field-active_storage', '>= 1.0.3'
gem 'administrate-field-belongs_to_search', '>= 0.9.0'
##--- gems for pubsub service ---##
# https://karolgalanciak.com/blog/2019/11/30/from-activerecord-callbacks-to-publish-slash-subscribe-pattern-and-event-driven-design/
gem 'wisper', '2.0.0'
##--- gems for channels ---##
gem 'facebook-messenger'
gem 'line-bot-api'
gem 'twilio-ruby'
# twitty will handle subscription of twitter account events
# gem 'twitty', git: 'https://github.com/chatwoot/twitty'
gem 'twitty', '~> 0.1.5'
# facebook client
gem 'koala'
# slack client
gem 'slack-ruby-client', '~> 2.7.0'
# for dialogflow integrations
gem 'google-cloud-dialogflow-v2', '>= 0.24.0'
gem 'grpc'
# Translate integrations
# 'google-cloud-translate' gem depends on faraday 2.0 version
# this dependency breaks the slack-ruby-client gem
gem 'google-cloud-translate-v3', '>= 0.7.0'
##-- apm and error monitoring ---#
# loaded only when environment variables are set.
# ref application.rb
gem 'datadog', '~> 2.0', require: false
gem 'elastic-apm', require: false
gem 'newrelic_rpm', require: false
gem 'newrelic-sidekiq-metrics', '>= 1.6.2', require: false
gem 'scout_apm', require: false
gem 'sentry-rails', '>= 5.19.0', require: false
gem 'sentry-ruby', require: false
gem 'sentry-sidekiq', '>= 5.19.0', require: false
##-- background job processing --##
gem 'sidekiq', '>= 7.3.1'
# We want cron jobs
gem 'sidekiq-cron', '>= 1.12.0'
# for sidekiq healthcheck
gem 'sidekiq_alive'
##-- Push notification service --##
gem 'fcm'
gem 'web-push', '>= 3.0.1'
##-- geocoding / parse location from ip --##
# http://www.rubygeocoder.com/
gem 'geocoder'
# to parse maxmind db
gem 'maxminddb'
# to create db triggers
gem 'hairtrigger'
gem 'procore-sift'
# parse email
gem 'email_reply_trimmer'
gem 'html2text'
# to calculate working hours
gem 'working_hours'
# full text search for articles
gem 'pg_search'
# Subscriptions, Billing
gem 'stripe', '~> 18.0'
## - helper gems --##
## to populate db with sample data
gem 'faker'
# Include logrange conditionally in intializer using env variable
gem 'lograge', '~> 0.14.0', require: false
# worked with microsoft refresh token
gem 'omniauth-oauth2'
gem 'audited', '~> 5.4', '>= 5.4.1'
# need for google auth
gem 'omniauth', '>= 2.1.2'
gem 'omniauth-saml'
gem 'omniauth-google-oauth2', '>= 1.1.3'
gem 'omniauth-rails_csrf_protection', '~> 1.0', '>= 1.0.2'
## Gems for reponse bot
# adds cosine similarity to postgres using vector extension
gem 'neighbor'
gem 'pgvector'
# Convert Website HTML to Markdown
gem 'reverse_markdown'
gem 'iso-639'
gem 'ruby-openai'
gem 'ai-agents', '>= 0.7.0'
# TODO: Move this gem as a dependency of ai-agents
gem 'ruby_llm', '>= 1.8.2'
gem 'ruby_llm-schema'
gem 'cld3', '~> 3.7'
# OpenTelemetry for LLM observability
gem 'opentelemetry-sdk'
gem 'opentelemetry-exporter-otlp'
gem 'shopify_api'
### Gems required only in specific deployment environments ###
##############################################################
group :production do
# we dont want request timing out in development while using byebug
gem 'rack-timeout'
# for heroku autoscaling
gem 'judoscale-rails', require: false
gem 'judoscale-sidekiq', require: false
end
group :development do
gem 'annotaterb'
gem 'bullet'
gem 'letter_opener'
gem 'scss_lint', require: false
gem 'web-console', '>= 4.2.1'
# When we want to squash migrations
gem 'squasher'
# profiling
gem 'rack-mini-profiler', '>= 3.2.0', require: false
gem 'stackprof'
# Should install the associated chrome extension to view query logs
gem 'meta_request', '>= 0.8.3'
gem 'tidewave'
end
group :test do
# fast cleaning of database
gem 'database_cleaner'
# mock http calls
gem 'webmock'
# test profiling
gem 'test-prof'
gem 'simplecov_json_formatter', require: false
end
group :development, :test do
gem 'active_record_query_trace'
##--- gems for debugging and error reporting ---##
# static analysis
gem 'brakeman'
gem 'bundle-audit', require: false
gem 'byebug', platform: :mri
gem 'climate_control'
gem 'debug', '~> 1.8'
gem 'factory_bot_rails', '>= 6.4.3'
gem 'listen'
gem 'mock_redis'
gem 'pry-rails'
gem 'rspec_junit_formatter'
gem 'rspec-rails', '>= 6.1.5'
gem 'rubocop', require: false
gem 'rubocop-performance', require: false
gem 'rubocop-rails', require: false
gem 'rubocop-rspec', require: false
gem 'rubocop-factory_bot', require: false
gem 'seed_dump'
gem 'shoulda-matchers'
gem 'simplecov', '>= 0.21', require: false
gem 'spring'
gem 'spring-watcher-listen'
end