* feat: self-host docs search for chat, mcp and cli; remove inkeep
Embed a vendored docs snapshot (llms.txt/llms-full.txt) in the backend and
serve ranking + page rendering from GET /api/docs/{search,page}. The AI chat,
the MCP searchDocs/readDocsPage tools, and 'wmill docs' all consume it, so docs
search works with no runtime egress and is no longer EE-gated. Removes the
inkeep proxy. EE companion deletes inkeep_ee.rs (ee-repo-ref bumped).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
* refactor: name read_docs_page param `url` instead of `path`
search_docs returns each hit's `Source` URL, so the read tool now takes a
`url` argument to match — the AI/MCP loop reads "search gives a Source URL,
read takes that url" rather than copying a `Source:` URL into a `path` slot.
A bare `/docs/...` path is still accepted and canonicalized before lookup.
Regenerated openapi-deref, the MCP endpoint tools, and the frontend client.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
* ci: add scheduled workflow to refresh the vendored docs snapshot
The backend embeds docs_snapshot/*.gz at build time, so the in-product docs
corpus is otherwise only as fresh as the last manual fetch.sh run. This adds a
weekly (and manually dispatchable) job that re-runs fetch.sh, sanity-checks the
result against truncation/garbage, and opens a PR via the internal app when the
snapshot changed — so a human reviews the docs diff before it rides into the
next release build.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
* refactor: make docs tool-result strings caller-neutral
The search/page endpoints back three differently-named consumers (the AI chat
`read_docs_page` tool, the MCP `readDocsPage` tool, and the `wmill docs` CLI),
so the shared rendered text shouldn't name one of them. Refer to "the docs
page-reading tool" and its `url` argument instead, and add tests pinning the
caller-neutral follow-up guidance.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
* chore: point ee-repo-ref at inkeep-removal companion rebased on EE main
The companion branch now carries only the inkeep_ee.rs deletion on top of EE
main (was based on the native-job-retry EE line, which polluted the EE PR diff).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
* fix(docs): expose docs:read in token catalog; precompute lowercased corpus
Addresses two review nits on the self-hosted docs PR:
- docs:read was enforced (ScopeDomain::Docs) but missing from the token scope
catalog (token.rs ALL_SCOPES), so it couldn't be selected when creating a
standard scoped token in the UI — leaving scope-restricted CLI/MCP docs use
effectively ungrantable. Add a read-only "Documentation" group (no write
surface) and a test asserting it is exposed.
- search ran page.body.to_lowercase() on the whole corpus per query. Lowercase
body/title/description once at parse time (into the OnceLock corpus) and scan
the precomputed copies instead.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
* chore: update ee-repo-ref to 27a4f41b8e5603d6e444efcfc420bd1c44a07eed
This commit updates the EE repository reference after PR #630 was merged in windmill-ee-private.
Previous ee-repo-ref: c7ec3a0c2fa38d4cb5e50bf0265eef4710de4860
New ee-repo-ref: 27a4f41b8e5603d6e444efcfc420bd1c44a07eed
Automated by sync-ee-ref workflow.
---------
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: windmill-internal-app[bot] <windmill-internal-app[bot]@users.noreply.github.com>
Windmill CLI
A simple CLI allowing interactions with windmill from the command line.

You can find more information in Windmill Docs
Installation
Install the wmill CLI tool using npm install -g windmill-cli.
Update to the latest version using wmill upgrade.
Workspaces
To get started run wmill workspace add or use the instructions from the
workspace settings.
Running Flows & Scripts
Run a script or flow using wmill flow/script run u/username/path/to/script and
pass any inputs using --data + Inputs specified as a JSON string or a file
using @ <filename> or stdin using @-.
Curl-style syntax using -d @- for stdin or -d @<filename> is also supported.
Flow Steps and Logs will be streamed during execution automatically.
Pushing Resources, Scripts & More
The CLI can push specifications to a windmill instance. See the examples/ folder for formats.
Switch to a different workspace
wmill workspace switch <workspace_name>
Sync a workspace
Pull
wmill sync pull
Push
wmill sync push
We recommend using the --yaml option to use yaml instead of json as the encoding format. Yaml will be made the default soon.
Pushing individual files
You can push individual resources using
wmill <type> push <file_name> \<remote_name\>. This does not require a special
folder layout or file name, as this is given at runtime.
Listing
All commands support listing by just not providing a subcommand, ie
wmill script will result in a list of scripts. Some allow additional options,
learn about this by specifying --help.
User Management
You can add & remove users via wmill user add/remove, and list them using
wmill user
Pulling
You can pull the entire workspace using wmill pull
Completion
The CLI comes with completions out of the box via wmill completions <shell>.
(Via cliffy)
Bash
To enable bash completions add the following line to your ~/.bashrc:
source <(wmill completions bash)
Fish
To enable fish completions add the following line to your
~/.config/fish/config.fish:
source (wmill completions fish | psub)
Zsh
To enable zsh completions add the following line to your ~/.zshrc:
source <(wmill completions zsh)
Development
AI Guidance Variants
wmill init can now materialize alternate AI guidance bundles without changing
the generated defaults in the repo, but this is exposed as internal env-var
overrides rather than public CLI flags.
Examples:
WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills wmill init --use-default
WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills WMILL_INIT_AI_AGENTS_SOURCE=/path/to/AGENTS.md wmill init --use-default
WMILL_INIT_AI_SKILLS_SOURCE=/path/to/custom/skills WMILL_INIT_AI_CLAUDE_SOURCE=/path/to/CLAUDE.md wmill init --use-default
This is the same guidance-writing path used by the benchmark CLI under
ai_evals/, so the benchmark harness and wmill init now generate the same
project guidance shape:
AGENTS.mdCLAUDE.md.agents/skills/*.claude/skills/*
Testing with a local windmill-yaml-validator
To test local changes to the validator before publishing, use npm link:
# In windmill-yaml-validator/
npm run build
npm link
# In cli/
npm link windmill-yaml-validator
Running Tests
Prerequisites:
- PostgreSQL running locally (default:
postgres://postgres:changeme@localhost:5432) - Rust toolchain installed
Run tests locally (full features):
bun test test/
Run tests in CI mode (minimal features, skips EE tests):
CI_MINIMAL_FEATURES=true bun test test/
| Variable | Description |
|---|---|
CI_MINIMAL_FEATURES |
Set to true to skip EE-dependent tests |
DATABASE_URL |
PostgreSQL connection string |
EE_LICENSE_KEY |
Enterprise license key for EE features |
