worai 2.2.0

AI-powered CLI for WordLift knowledge graph and SEO workflows.

worai

Command-line toolkit for WordLift operations and SEO checks. Pronunciation: "waw-RYE"

Docs: https://docs.wordlift.io/worai/

Install

• pipx install worai
• pip install worai

Full docs: https://docs.wordlift.io/worai/

Runtime dependency note:

• wordlift-sdk>=3.6.0,<4.0.0 (installed automatically by pip)
• copier (required by worai graph sync create, installed automatically by pip)

If you plan to run seocheck, install Playwright browsers:

• playwright install chromium

Quick Start

• worai --help
• worai seocheck https://example.com/sitemap.xml
• worai google-search-console --site sc-domain:example.com --client-secrets ./client_secrets.json
• worai <command> --help

Configuration

Config file (TOML) discovery order:

• --config
• WORAI_CONFIG
• ./worai.toml
• ~/.config/worai/config.toml
• ~/.worai.toml

Profiles:

• [profile.<name>] with --profile or WORAI_PROFILE

Common keys:

• wordlift.api_key
• gsc.id
• gsc.client_secrets
• ga.id
• ga.client_secrets
• oauth.token (shared token for GSC + GA)

Supported environment variables:

• WORAI_CONFIG — path to a config TOML file (overrides discovery order).
• WORAI_PROFILE — profile name under [profile.<name>].
• WORAI_LOG_LEVEL — default log level (debug|info|warning|error).
• WORAI_LOG_FORMAT — default log format (text|json).
• WORDLIFT_KEY — WordLift API key for entity operations.
• WORDLIFT_API_KEY — alternate WordLift API key name (also accepted by some commands).
• GSC_CLIENT_SECRETS — path to OAuth client secrets JSON for GSC.
• GSC_ID — GSC property URL.
• OAUTH_TOKEN — path to store the shared OAuth token (GSC + GA).
• GSC_OUTPUT — default output CSV path for GSC export.
• GA_ID — GA4 property ID for Analytics sections.
• GA_CLIENT_SECRETS — path to OAuth client secrets JSON for GA4.
• GSC_TOKEN / GA_TOKEN — legacy aliases for OAUTH_TOKEN (must point to the same file if used).

.env support:

• worai loads .env from the current working directory (and parent lookup) at startup.
• values from .env are treated as environment variables.
• existing environment variables take precedence over .env values.

Example environment setup:

export WORDLIFT_KEY="wl_..."
export WORAI_CONFIG="~/worai.toml"
export WORAI_PROFILE="dev"
export GSC_CLIENT_SECRETS="~/client_secrets.json"
export OAUTH_TOKEN="~/oauth_token.json"

Example worai.toml:

[defaults]
log_level = "info"

[wordlift]
api_key = "wl_..."

[gsc]
id = "sc-domain:example.com"
client_secrets = "/path/to/client_secrets.json"

[ga]
id = "123456789"
client_secrets = "/path/to/client_secrets.json"

[oauth]
token = "/path/to/oauth_token.json"

Commands

Full docs: https://docs.wordlift.io/worai/

• seocheck — run SEO checks against sitemap URLs.
• google-search-console — export GSC page metrics to CSV.
• dedupe — deduplicate WordLift entities by schema:url.
• canonicalize-duplicate-pages — choose canonical URLs using GSC KPIs.
• delete-entities-from-csv — delete entities listed in a CSV.
• find-faq-page-wrong-type — find/patch FAQPage type issues.
• find-missing-names — list pages missing schema:name/headline.
• find-url-by-type — extract schema:url by type from RDF.
• graph — run graph-specific workflows.
• link-groups — build/apply LinkGroup data from CSV.
• patch — patch entities from RDF.
• structured-data — generate JSON-LD/YARRRML mappings or materialize RDF from YARRRML.
• validate — validate JSON-LD against SHACL shapes (use structured-data validate page for webpage URLs).
• upload-entities-from-turtle — upload .ttl files with resume.

Command help:

• worai <command> --help

Autocompletion:

• worai --install-completion
• worai --show-completion

Examples

seocheck

• worai seocheck https://example.com/sitemap.xml
• worai seocheck https://example.com/sitemap.xml --output-dir ./seocheck-report --save-html
• worai seocheck https://example.com/sitemap.xml --output-dir ./seocheck-report --no-open-report
• worai seocheck https://example.com/sitemap.xml --user-agent "Mozilla/5.0 ..."
• worai seocheck https://example.com/sitemap.xml --sitemap-fetch-mode browser
• worai seocheck https://example.com/sitemap.xml --no-report-ui
• worai seocheck https://example.com/sitemap.xml --recheck-failed --recheck-from ./seocheck-report

google-search-console

• worai google-search-console --site sc-domain:example.com --client-secrets ./client_secrets.json
  • Uses OAuth redirect port 8080 by default.

seoreport (with Analytics)

• worai seoreport --site sc-domain:example.com --ga-id 123456789 --format html

canonicalize-duplicate-pages

• worai canonicalize-duplicate-pages --input gsc_pages.csv --output canonical_targets.csv --kpi-window 28d --kpi-metric clicks
• worai canonicalize-duplicate-pages --input gsc_pages.csv --entity-type Product

dedupe

• worai dedupe --dry-run

find-faq-page-wrong-type

• worai find-faq-page-wrong-type ./data.ttl --dry-run --replace-type
• worai find-faq-page-wrong-type ./data.ttl --patch --replace-type

find-missing-names

• worai find-missing-names ./data.ttl

find-url-by-type

• worai find-url-by-type ./data.ttl schema:Service schema:Product

link-groups

• worai link-groups ./links.csv --format turtle
• worai link-groups ./links.csv --apply --dry-run --concurrency 4

graph

• worai --config ./worai.toml graph sync run --profile acme
• worai graph sync run --profile acme --debug
• worai graph sync create ./acme-graph
• worai graph sync create ./acme-graph --template ./graph-sync-template --defaults
• worai graph sync create ./acme-graph --data-file ./answers.yml --non-interactive
• worai graph sync create ./acme-graph --vcs-ref v1.2.3
  • graph sync create runs Copier in trusted mode by default so template _tasks execute.
  • Mapping docs (for [profiles.<name>]): docs/graph-sync-mappings-reference.md, docs/graph-sync-mappings-guide.md, docs/graph-sync-mappings-examples.md
  • web_page_import_timeout is configured in seconds in worai.toml (60 -> 60000 ms in SDK).

patch

• worai patch ./data.ttl --dry-run --add-types

structured-data

• worai structured-data create https://example.com/article Review --output-dir ./structured-data
• worai structured-data create https://example.com/article --type Review --output-dir ./structured-data
• worai structured-data create https://example.com/article --type Review --debug
• worai structured-data create https://example.com/article --type Review --max-xhtml-chars 40000 --max-nesting-depth 2
• worai structured-data generate https://example.com/sitemap.xml --yarrrml ./mapping.yarrrml --output-dir ./out
• worai structured-data generate https://example.com/page --yarrrml ./mapping.yarrrml --format jsonld
• worai structured-data inventory https://example.com/sitemap.xml --output ./structured-data-inventory.csv
• worai structured-data inventory ./urls.txt --output ./structured-data-inventory.csv
• worai structured-data inventory https://docs.google.com/spreadsheets/d/<id>/edit --sheet-name URLs_US --output ./structured-data-inventory.csv
• worai structured-data inventory https://example.com/sitemap.xml --destination-sheet-id <spreadsheet_id> --destination-sheet-name Inventory
• worai structured-data inventory https://example.com/sitemap.xml --output ./structured-data-inventory.csv --concurrency auto
• worai structured-data inventory /path/to/debug_cloud/us --source-type debug-cloud --output ./structured-data-inventory.csv

validate

• worai validate jsonld --shape review-snippet --shape schema-review ./data.jsonld
• worai validate jsonld --format raw https://api.wordlift.io/data/example.jsonld
• worai structured-data validate page https://example.com/article --shape review-snippet

upload-entities-from-turtle

• worai upload-entities-from-turtle ./entities --recursive --limit 50

Troubleshooting

• Playwright missing browsers:
  • playwright install chromium
• YARRRML conversion:
  • npm install -g @rmlio/yarrrml-parser
• RML execution:
  • morph-kgc is included in project dependencies
• Dependency notes:
  • Common runtime libs (e.g., requests, rdflib, tqdm, advertools, Google auth helpers) are provided transitively by wordlift-sdk.
• OAuth token issues:
  • Remove the token file and re-run worai google-search-console.
  • If you are prompted to re-auth every run, delete the token file to force a new consent flow that includes a refresh token.