Add a command to generate missing mappings

.gitignore

@@ -11,6 +11,10 @@ node_modules
 /.env*
 !/.env*.erb
 
+# Ignore all environment-specific local overrides
+.env.development.local
+.env.test.local
+
 # Ignore all logfiles and tempfiles.
 /log/*
 /tmp/*

Gemfile

@@ -16,8 +16,13 @@ gem "jekyll", "~> 4.3"
 gem "jekyll-redirect-from", "~> 0.16"
 
 # command line
-gem "cli-ui", "~> 2.2"
-gem "tty-option", "~> 0.3"
+gem "cli-ui", "~> 2.2", require: false
+gem "tty-option", "~> 0.3", require: false
+
+# generate taxonomy mappings
+gem "qdrant-ruby", require: "qdrant"
+gem "ruby-openai"
+gem 'dotenv', groups: [:development, :test]
 
 group :development, :test do
   gem "debug", platforms: [:mri, :windows]

Gemfile.lock

@@ -92,17 +92,26 @@ GEM
     debug (1.9.2)
       irb (~> 1.10)
       reline (>= 0.3.8)
+    dotenv (3.1.2)
     drb (2.2.1)
     em-websocket (0.5.3)
       eventmachine (>= 0.12.9)
       http_parser.rb (~> 0)
     erubi (1.12.0)
+    event_stream_parser (1.0.0)
     eventmachine (1.2.7)
     factory_bot (6.4.6)
       activesupport (>= 5.0.0)
     factory_bot_rails (6.4.3)
       factory_bot (~> 6.4)
       railties (>= 5.0.0)
+    faraday (2.10.0)
+      faraday-net_http (>= 2.0, < 3.2)
+      logger
+    faraday-multipart (1.0.4)
+      multipart-post (~> 2)
+    faraday-net_http (3.1.1)
+      net-http
     ffi (1.16.3)
     forwardable-extended (2.6.0)
     globalid (1.2.1)
@@ -158,6 +167,7 @@ GEM
     listen (3.9.0)
       rb-fsevent (~> 0.10, >= 0.10.3)
       rb-inotify (~> 0.9, >= 0.9.10)
+    logger (1.6.0)
     loofah (2.22.0)
       crass (~> 1.0.2)
       nokogiri (>= 1.12.0)
@@ -175,7 +185,10 @@ GEM
     mocha (2.3.0)
       ruby2_keywords (>= 0.0.5)
     msgpack (1.7.2)
+    multipart-post (2.4.1)
     mutex_m (0.2.0)
+    net-http (0.4.1)
+      uri
     net-imap (0.4.11)
       date
       net-protocol
@@ -209,6 +222,8 @@ GEM
     public_suffix (5.0.5)
     puma (6.4.2)
       nio4r (~> 2.0)
+    qdrant-ruby (0.9.7)
+      faraday (>= 2.0.1, < 3)
     racc (1.8.0)
     rack (3.0.11)
     rack-session (2.0.0)
@@ -275,6 +290,10 @@ GEM
       parser (>= 3.3.1.0)
     rubocop-shopify (2.15.1)
       rubocop (~> 1.51)
+    ruby-openai (7.1.0)
+      event_stream_parser (>= 0.3.0, < 2.0.0)
+      faraday (>= 1)
+      faraday-multipart (>= 1)
     ruby-progressbar (1.13.0)
     ruby2_keywords (0.0.5)
     safe_yaml (1.0.5)
@@ -314,6 +333,7 @@ GEM
     tzinfo (2.0.6)
       concurrent-ruby (~> 1.0)
     unicode-display_width (2.5.0)
+    uri (0.13.0)
     webrick (1.8.1)
     websocket-driver (0.7.6)
       websocket-extensions (>= 0.1.0)
@@ -340,14 +360,17 @@ DEPENDENCIES
   bootsnap
   cli-ui (~> 2.2)
   debug
+  dotenv
   factory_bot_rails (~> 6.4)
   jekyll (~> 4.3)
   jekyll-redirect-from (~> 0.16)
   minitest-hooks (~> 1.5)
   mocha
   puma (>= 5.0)
+  qdrant-ruby
   rails (~> 7.1.3, >= 7.1.3.2)
   rubocop-shopify
+  ruby-openai
   sqlite3 (~> 1.7)
   tty-option (~> 0.3)
   tzinfo-data

Makefile

@@ -33,6 +33,10 @@ MAPPINGS_JSON            := $(DIST_PATH)/en/integrations/all_mappings.json
 
 DB_DEV                   := $(DB_PATH)/development.sqlite3
 
+# Taxonomy mapping generation tooling
+QDRANT_PORT := 6333
+QDRANT_CONTAINER_NAME := qdrant_taxonomy_mappings
+
 # Input variables
 LOCALES ?= en
 VERBOSE ?= 0
@@ -167,16 +171,27 @@ vet_schema_dist:
 	$(V) cue vet $(SCHEMA_PATH)/dist/mappings_schema.cue $(MAPPINGS_JSON)
 .PHONY: vet_schema_dist
 
-# Help target
+generate_mappings:
+	@$(LOG_CMD) "Starting Qdrant server"
+	@podman run -d --name $(QDRANT_CONTAINER_NAME) -p $(QDRANT_PORT):$(QDRANT_PORT) qdrant/qdrant > /dev/null 2>&1 || true
+	@$(LOG_CMD) "Generating missing taxonomy mappings"
+	@$(V) bin/generate_missing_mappings $(VERBOSE_ARG)
+	@$(LOG_CMD) "Stopping Qdrant server"
+	@podman stop $(QDRANT_CONTAINER_NAME) > /dev/null 2>&1 || true
+	@podman rm $(QDRANT_CONTAINER_NAME) > /dev/null 2>&1 || true
+.PHONY: generate_mappings
+
+# Update the help target to include the new command
 help:
 	@echo "Makefile targets:"
-	@echo "  default:        Build the project"
-	@echo "  build:          Build distribution and documentation"
-	@echo "  release:        Prepare a release"
-	@echo "  clean:          Clean all generated files"
-	@echo "  run_docs:       Run the documentation server"
-	@echo "  console:        Run the application console"
-	@echo "  seed:           Seed the database"
-	@echo "  test:           Run all tests"
-	@echo "  vet_schema:     Validate schemas"
+	@echo "  default:           Build the project"
+	@echo "  build:             Build distribution and documentation"
+	@echo "  release:           Prepare a release"
+	@echo "  clean:             Clean all generated files"
+	@echo "  run_docs:          Run the documentation server"
+	@echo "  console:           Run the application console"
+	@echo "  seed:              Seed the database"
+	@echo "  test:              Run all tests"
+	@echo "  vet_schema:        Validate schemas"
+	@echo "  generate_mappings: Generate missing taxonomy mappings"
 .PHONY: help

app/commands/application_command.rb

@@ -1,5 +1,8 @@
 # frozen_string_literal: true
 
+require "cli/ui"
+require "tty-option"
+
 class ApplicationCommand
   include TTY::Option
   include Loggable