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feat(addons): installable add-ons foundation and the Tables add-on (#12702)
* feat(addons): add the add-on runtime, navigation and first-party add-ons Add the add-on runtime to LocalAI: manifests, the host operation broker, admin gating by account role, the add-on UI bundle builder and the SDK for add-on pages. Move the navigation to Chat, Models, Add-ons and Settings, with pinned add-ons in the sidebar and an Add-ons drawer. Ship the first-party add-ons (voice, face, fine-tuning, quantization) as packages for linux/amd64, linux/arm64 and darwin/arm64. Intel macOS (darwin/amd64) is enabled in the platform files. Squashed from the review branch. The tree is unchanged; the pre-squash history is kept on a local backup branch. Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(gosec): tighten file modes and annotate false positives Write job state, configs and imported models with mode 0600, clean the paths that are read from disk, and mark the route tables, the header name and the retry jitter as reviewed false positives. Assisted-by: Claude Code:claude-sonnet-5-5 gosec Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): keep API keys off recovery mutations and same-site cookies POST /api/addons/dispatch forwarded the recovery and update mutations to the owner for any administrator key, which skipped the browser-session rule of their own routes. Refuse those actions there. Also apply the same-origin rule to the legacy token cookie, not only the session cookie, because the global CSRF check lets same-site requests through. Do not fail the start of LocalAI when an add-on library cannot be refreshed; log it and keep the installed add-ons up. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): refuse a reinstall that would migrate retained data unbacked An upgrade takes a verified backup before the new package migrates the data. A reinstall over retained data has no running generation to stop, so the new package would migrate it without one. Refuse a reinstall whose data format differs from the retained one. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): release the manager lock while a release is fetched Submit held the state lock across the catalog lookup and the package download, so the apps list and status reads stalled for the whole install. Serialize Submit and Reconcile with their own lock and drop the state lock around the fetch only. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): kill an add-on only after three missed health probes One slow 100 ms probe killed a busy add-on and dropped the work it was serving. Require three misses in a row. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): move settings under the operate hub The Operate hub already has Settings as a tab, so the sidebar no longer shows a separate Settings entry. The /app/settings route stays, and the hub tab still reaches it. The navigation test now expects Chat, Models and Add-ons as the primary items. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): accept same-host browser requests that carry no fetch metadata Browsers do not send Sec-Fetch-* headers over plain HTTP on an address that is not localhost, so every add-on request from a LAN address was refused as cross-site. Keep refusing a Sec-Fetch-Site value other than same-origin. When the header is absent, accept the request only if its Origin, or failing that its Referer, names the same host and port as the request. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(ui): show the server's reason when an add-on request is refused A 403 or 400 answer showed a generic message and hid the reason in the response body, so a refusal by the browser guard could not be told from a missing permission. Show error.message from the body as the server sent it, and keep the generic text when the body has none. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): run the add-on owner in the normal binary The owner was only enabled when an embedding host set the add-on config, so a normal run answered every add-on request as unavailable. Add --addons-enabled (default true) and --addons-ownership-mode (default named-user, or local-owner; anything else stops startup). The node is its own owner: state lives under the data path, and the carrier uses loopback keys made at each start and kept in memory. --addons-enabled=false turns the owner off completely. Named-user mode needs the account database. With authentication off the owner stays off and a warning says how to use local-owner. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): keep the loopback owner address stable across restarts The single-node loopback transport took a new ephemeral port at each start. The owner stores its address in its identity file and refuses to start when the address differs, so every start after the first failed with "invalid addon owner configuration". Choose the port once, keep it in the add-on state root (loopback-port, mode 0600) and reuse it. If the port is taken at a later start, stop with an error that names the port and --addons-enabled=false, because another port would break the identity check. The keys and certificate stay in memory. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): let add-on pages keep the host modules they were written against A page written for the web UI imports React, the router, i18next and a few shared components. The add-on builder refuses a bundle that holds a host file, so moving such a page into an add-on meant rewriting it. Add a compat mode to the shared builder. It answers those imports from a directory of stand-ins that read the SDK, bundles the dynamic import of the page code into the one output file, and collects the style sheets the page imports. A relative import that is not in the add-on's own source resolves to the file at the same path under the compat directory. Widen the SDK for these pages, without a version change: more host components (spinner, modal, lightbox, model picker) and hooks (models, resources, voice profiles, operations, MCP client), a style on icons, the icon names the pages draw, sdk.navigation.openApp to open a page of the app (only addresses under /app, and the way back as the only state) and sdk.portal. The shell passes the query string to the page. The stand-ins cover the router (the tab in the path, the model in the query), the translator over the host locale files, the core API calls through sdk.core.fetch, and byte copies of the pure helpers, with tests that keep the copies equal to the originals. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): ship Studio and Talk as add-ons instead of built-in pages Studio and Talk were compiled into the web bundle and always listed in the Add-ons drawer. They are add-ons now, like Voice, Face, fine-tuning and quantization: a person installs and removes them, the drawer lists them only while they are installed, and they are packaged the same way. Move the pages, their components, hooks and helpers into addons/studio and addons/talk. Each has a manifest, a UI bundle, a release platform matrix and a catalog template, and is built by the compat mode of the shared builder. The core API stays where it is: the pages call it with the signed-in person's session. The history keeps its browser storage keys. The unit tests of the moved helpers move with them. In the core, drop the two pages, the Create group of the sidebar (Chat joins Home and Models in the old layout), the built-in catalog entries (the catalog is empty) and the talk locale namespace. The old addresses (/app/studio, /app/talk and the generator links) redirect to the add-on pages, with the model as ?model=. The Home /studio command is offered only while the Studio add-on is installed and opens it. The release workflow and its tests now list seven add-ons. Assisted-by: Claude Code:claude-sonnet-5-5 go node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): run the Studio and Talk specs against the add-on bundles The pages are add-ons now, so a spec that draws one installs the real built bundle first: the apps list names it and its module and style sheet are served from the build output, the way the add-on owner serves them. studio-addon.js holds that helper, and the Studio and Talk fixtures call it. Update the specs for the new addresses (/app/addons/studio/studio, the model as ?model=), the session permission the add-on route needs, the legacy redirects, the Home /studio command that appears only while the add-on is installed, and the sidebar without a Create group. Add specs for the add-ons themselves: every tab draws with no script error, the shell titles the page once, the old addresses say so when the add-on is not installed, a button of the page reaches a core page with the way back, and the drawer lists both only after they are installed. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(ui): centre the icon of a built-in tile in its icon box The drawer drew the icon of a built-in tile (Studio's palette was one) in a bare 40px box. Only the placeholder box was laid out as a centred grid with the 20px size, so the real icon sat in the top-left corner at the size of the page text. Give the built-in tile the same classes as the placeholder box, and check in a browser that the icon is centred. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs(addons): describe Studio and Talk as add-ons Replace the built-in list (now empty) with the Studio and Talk add-on sections, the new targets of the old links, the Home command, and the seven packaged add-ons. Describe the SDK additions the pages use: components, hooks, icons, openApp and portal. Say on the Studio page that it is installed from the drawer. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): click the shell title in the Studio slash-key spec The add-on shell titles the page, and the Studio overview no longer draws a second title, but the generator tabs keep theirs, so a bare h1 locator matched two elements. Click the first, which is the shell's. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): read the loopback port file through os.Root The persisted port file was read with a path built from the add-on root, which gosec reports as a file inclusion through a variable. Open it through os.Root so the name cannot leave the root, even by a symbolic link, and require a regular file with no group or other access. A looser file now fails closed instead of being trusted. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): expect Settings under the Operate hub, not the sidebar Settings moved out of the sidebar into the Operate hub. The navigation spec still expected a sidebar link. Assert that the sidebar has no Settings entry, and that the Operate hub opens Settings as a tab. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): drop Settings from the 404 places Settings is a tab of the Operate hub and not a destination of its own, so the 404 page does not list it. Assert that it is absent. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): drive the media history and TTS specs through the Studio add-on The image, video, sound and speech generators are pages of the Studio add-on now, and the old addresses redirect to it. Install the add-on with the Studio fixtures, open its pages and use its compose card, so the specs run against the page that exists. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): count the first-run steps, not every list item The recommended models are a list inside the second step, so counting all list items read 3 only while the models were still loading. Count the step elements, which does not depend on the load order. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): fail the node refresh by state, not by call count The spec served the list to the first request and failed the rest. The first request is not always the one from the page, so the page could get the failure first and show no list. Serve the list until the page shows it, then fail the refreshes. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): default to local-owner when auth is off A server without authentication has no accounts, so named-user left the add-on owner off. Resolve the unset mode in one place: local-owner when authentication is off, named-user when it is on. A flag or environment value still wins, and an unknown value is still refused. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): register an official add-on library by default Add gallery/addons/index.yaml, a YAML index of the four first-party add-ons (fine-tuning, quantization, voice, face) in the library format. The entries come from addonpkg catalog over locally built linux/amd64 packages, so the digests pin those images. On the first start, when the owner has no sources.json, register the raw GitHub URL of that index on master as the "official" library and write the file. The file is then the record: a library the admin removes stays removed, and an existing file is never changed. --addons-official-library=false skips the default. Assisted-by: Claude Code:claude-sonnet-5-5 go node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs(addons): document the ownership default and the official library Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): list Studio and Talk in the first-party index Add the Studio and Talk entries to gallery/addons/index.yaml next to the four existing ones. They come from addonpkg catalog over locally built linux/amd64 packages, so the digests pin those images. Assisted-by: Claude Code:claude-sonnet-5-5 go node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): expect Studio and Talk in the official index The official index now lists six add-ons. Update the test that decodes it so it accepts Studio and Talk. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): add a real icon to each first-party add-on Each icon is a 256 by 256 PNG: a rounded square in one colour of the UI kit palette with a white outline glyph from the kit sprite. Fine-tuning uses sliders, quantization layers, voice waveform, face user, studio palette, talk phone and tables database. They were rendered with headless Chrome from the sprite paths. Assisted-by: Claude Code:claude-sonnet-5-5 chrome Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): ship a committed icon.png instead of the generated square The shared UI builder and the Tables builder copy ui/icon.png from the add-on source tree to the package unchanged when the file exists. They write the generated placeholder only when it does not. Add a fixture with an icon and a test for both cases. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): list the tables add-on in the first-party index Add the Tables entry to gallery/addons/index.yaml next to the six existing ones. It comes from addonpkg catalog over a locally built linux/amd64 package, so the digest pins that image. The official index test now expects seven add-ons. Assisted-by: Claude Code:claude-sonnet-5-5 go node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): make the Voice add-on one page with tabs The Voice add-on had four pages: recognition, library, create and speech, and the drawer listed two of them. It now has one page, "voice", and one drawer entry. Recognition, Library, Text to speech and From a recording are tabs of that page, drawn with the same tab strip the recognition page already used. The tab is the first path segment (voice/library), as in the Studio add-on, and the form that adds a voice is a view of the Library tab (voice/library/new). The old page names stay declared in the manifest. Each one redirects to its tab and keeps the query string, so saved links still open. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): send the old voice routes to the Voice tabs /app/voice, /app/voice-library and /app/voice-library/new now open the matching tab of the Voice add-on page while the add-on is installed and running, and the core pages otherwise. The moved-page helper compares the first segment of the target with the declared pages, so a target can name a tab. The docs and the navigation spec list the new addresses. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): cover the Voice tabs and the old page redirects The add-on unit tests render the tabs instead of the four pages. The Playwright spec checks the tab strip, the address of each tab, the missing Library tab for a member, and that the old page addresses of the add-on redirect to their tab with the query string kept. The migration table test follows the new targets. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(studio): keep the model menu inside a narrow screen The Home model picker sizes its menu from the viewport, and assumes the picker sits at the page gutter. In the Studio composer card the field is further in, so on a 390px screen the menu of the Sound expansion picker ended 7px past the right edge. Size the menu from the field it opens under instead. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): build the add-on bundles once for the whole run Each worker built the Studio and Talk bundles into the same dist directory, and the build empties that directory first. A worker that started, or restarted after a failure, removed the files another worker was serving, so a Studio spec saw "the style sheet of the add-on could not be loaded". Build once in a global setup before the workers start. A run without the setup still builds per worker. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): register the worker when the add-node spec says so The mocked roster added the worker on the third read of /api/nodes. The shell and the page both read it, and which one asks first depends on load, so the page could take the new worker as part of the roster it opened with and never show it as found. The worker now joins after the page shows it is listening. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): hold the gallery answer until the skeleton is seen The spec delayed the answer by a fixed 800 ms and then looked for the skeleton. The assertion polls at growing intervals, so on a slow machine it could step over that window. The answer now waits until the skeleton has been seen, and the spec then checks that the skeleton goes away. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): give the PDF tag the time the other PDF specs have pdf.js and its worker load on first use. The other specs in this file wait up to ten seconds for the result of that load. The first one waited five, and missed the tag on a busy machine. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): build the Face and Fine-tuning bundles in the global setup The navigation spec serves the built Fine-tuning bundle, but nothing built it, so two specs failed on a fresh checkout when the dist folder was missing. The spec also built the Face bundle in a hook that every worker runs, and a build rewrites the folder the other workers serve. The global setup now builds Studio, Talk, Face and Fine-tuning once, before the workers start. The spec builds the two bundles itself only when it runs without the global setup. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): fix the Home answers in the stale pin spec The spec asserts that the page shows no alert. The Home page raises its own alert when the model list fails or a staging operation has failed, and both answers come from the shared test server. A slow reply or a failed install left there counted as an alert about the pin. The spec now fixes both answers, so the alert count tells only about the pin. The assertions are unchanged. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): read the server address in the add-node spec from the page The spec expected the register address to carry port 8089, so it failed on any other port. It now expects the origin the page was opened from. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): give the navigation routes spec its own catalog No page is built in today, so the catalog is empty and the three specs that expect the studio and talk entries failed on the list and on the pin seed. They passed only while Studio and Talk were built in. The spec now sets a catalog of two ungated entries for each example and restores the old one afterwards. The assertions are unchanged. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(cli): report a failed write of the MLX hostfile The tunnel callback ignored the error of os.WriteFile and set the hostfile variable even when the file was not written. It now logs the error and leaves the variable alone. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): discard the close error of the held listener errcheck flags the deferred Close of the listener that keeps the port busy. The test has no use for that error, so the defer drops it explicitly. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): move the add-on tool tests to Ginkgo The fine-tuning, quantization and add-on host library tests used t.Errorf, t.Fatal and t.Run, which the forbidigo rule rejects. They now use Describe, It and Gomega, with a suite bootstrap in each package. The cases and the assertions are the same. The tables in the host client and the tool schema tests keep one entry per case. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): move the host operation tests to Ginkgo The hostops tests used the testing package calls that forbidigo rejects. They now run as Ginkgo specs under one suite bootstrap. Every check and every per-operation case is kept. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): move the pin store tests to Ginkgo The pin service, file store, sweep and shared store contract tests used the testing package calls that forbidigo rejects. The store contract is now a function that registers its specs for each store, so the file store, the memory-only store and the database store run the same cases. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): move the remaining add-on tests to Ginkgo The built-in catalog, tool arguments, loopback carrier, host operation contract, packaging, application, config, CLI and endpoint tests used the testing package calls that forbidigo rejects. They now run as Ginkgo specs. The endpoint tests also drop the unchecked Close errors that errcheck reports when the auth tag is on. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): wait for the targeted Reinstall button before the install click The "generic deletion blocks targeted install at confirmation" spec dispatches a popstate to set the target node, then clicks Reinstall with a script click. The click can run before the targeted page has rendered or while the button is still disabled, so no install request is sent and the poll on the install count times out. It failed 1 run in 10 with two workers and on every retry in CI. The spec now waits for the button to be enabled first. The assertions are unchanged. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * chore(addons): refresh the voice package digest in the first-party index The Voice add-on became one page with tabs and got a new icon, so the digest in gallery/addons/index.yaml no longer matched the build. Render the entry again with addonpkg catalog over a locally built linux/amd64 package; the main page is now voice. The other entries are unchanged. Assisted-by: Claude Code:claude-sonnet-5-5 go node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): wait for the target node's Reinstall button after the popstate The "generic deletion blocks targeted install at confirmation" spec dispatches a popstate to set the target node, then waits for a button named Reinstall and clicks it. Until React renders the targeted page, the page still draws the generic Reinstall button. It is enabled and has the same name, so the wait passed on it, the click started a global install, and no node install request was sent. The poll on the install count timed out with the confirm dialog still open. With the CPU throttled to 8x, the spec failed on 20 of 20 runs, and the button it clicked had the title "Reinstall". The spec now waits for the button titled "Reinstall on <node>". With the throttle it passes 30 of 30 runs. The assertions are unchanged. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): give the Studio hand-off spec a budget for the cold bundle load The "a result made through a hand-off records which result it came from" spec opens the Studio add-on straight from an address, twice. Each is a cold load: the page shows "Loading" until the add-on module has run, and the next assertion had the default five seconds. The load takes about two seconds on an idle run and seven to ten under CPU load, so the spec failed on a loaded machine with the hand-off note not yet drawn. With the CPU throttled to 6x and eight busy loops running, it failed on 21 of 30 runs. The first assertion after each load now waits up to 20 seconds, and the spec then passed 30 of 30 under the same load. The assertions are unchanged. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): carry the identity page styles in the Face add-on The Face page is drawn with the shared identity views, but its style sheet held only the clip and error rules. The page, card, model list, known-faces table, enrol sheet and distance scale classes had no rules. They looked right only when the host had already loaded the style sheet of its own Faces page, which a visit through the add-on drawer does not do. Opened that way, the cards had no gap, the model list showed bullets, and the install buttons ran into the names. The Face sheet now holds the same identity rules as the core sheet, so the page looks the same whichever way it is opened. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): scope the narrow-screen identity rules of the Voice add-on The rules for narrow screens (single-column pairs, smaller tool padding, compact rank rows) were copied into the Voice style sheet without their media query, so they applied at every width. They now sit in a max-width 720px query, and the reduced-motion rule in its own query, as in the core sheet. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): drop the repeated title from the Voice and Face pages The add-on shell already titles the page, so the recognition pages showed the name twice: "Voice" above "Voices", "Face" above "Faces". Keep the supporting line and the model picker, as the Studio page does, and remove the unused title strings. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): replace the Pinned sidebar section with an Apps entry The sidebar no longer lists pinned add-ons. It shows one Apps entry that opens the add-ons drawer, with a Show all link below it that opens the same drawer. Pins are used from the drawer, where a pinned tile keeps its pin and move buttons. The server pins API is unchanged. Remove the PinnedNav component and its locale title, rename the items.addons label to Apps, and update the e2e specs and the add-ons documentation to match. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): assert the single shell title on the Voice and Face pages The add-on shell now shows the one title, "Voice" or "Face", and the page no longer repeats it. The tests still looked for the h1 "Voices" and "Faces". Assert that the add-on page has exactly one h1 and that it is the shell title. The core pages keep their own "Voices" and "Faces" titles. Assisted-by: Claude Code:claude-sonnet-5-5 playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): drop the repeated title from the Voice Library and Text to speech pages The add-on shell already titles the page "Voice", so these two tabs showed a second heading below it ("Speech voices", "Speak text"). Keep the supporting line, as the Studio and recognition pages do, and remove the unused title strings. The e2e spec now checks that each tab has exactly one h1, the shell title. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): list pinned apps under Apps in the sidebar A pinned app now shows as an indented child of the Apps entry, with its icon and title, in pin order. Show all stays the last child. The pins come from GET /api/addons/pins through the navigation context, and the apps from the add-on registry, which the drawer feeds on every list read, so the links follow the drawer. A pin without an installed app is not drawn, nothing extra shows when no app is pinned, and the children are hidden when the sidebar is collapsed to the rail. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs(addons): say that pinned apps are listed under Apps in the sidebar The sidebar lists the pinned apps between Apps and Show all, in pin order. The pins section and the navigation section said that pins do not appear in the sidebar. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(ui): remove the Show all link under Apps in the sidebar The link repeated the Apps entry, which opens the same drawer, and looked redundant when no app was pinned. Apps is now the only add-on entry; pinned apps still list under it in pin order. The link, its locale key and the style comment are gone, and the e2e spec and the add-ons docs now say that Apps is the only entry. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): show a first-run card on Apps when nothing is installed An administrator who opens Apps with no add-on installed now sees a short card with three steps: choose a library, browse and install, start the add-on. Its button opens the Browse tab. The card is hidden once an add-on is installed and for anyone who cannot install. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(ui): hide the pinned apps in the icon rail When the window is narrower than 1024 px the sidebar shrinks to the icon rail by CSS alone, without the collapsed class. The pinned app links were still drawn there, with the indent meant for the full sidebar, so their icons sat to the right of the rail and were cut off. Hide the pinned app links in both rail states. The Apps entry keeps its centred icon. The e2e spec checks that the rail shows no pinned app and that every icon is centred at 1280 px collapsed and at 1000 px. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): stop the backend redirect test racing the installed list The test reads the redirected URL right after the path changes. The Backends page then loads the installed list and drops a selected backend that is not installed, so the backend parameter was sometimes already gone when the test read it. The mock server has no llama-cpp, and about 15 of 40 repeated runs failed on the backend assertion. The redirect itself was correct, including show_all. Serve the selected backend in the installed list, so the page keeps the selection and the assertions stay as strict as before. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): accept a same-host Referer or Origin for human confirmation Browsers send no Sec-Fetch-* headers over plain HTTP on an address that is not localhost, so creating a resource from a LAN address failed with "Creating a resource requires your own browser session". When Sec-Fetch-Site is present it must still be same-origin with an empty destination, as before. When it is absent, Origin or, failing that, Referer must name the request host and port. A destination or mode that is present must still be the expected one. This matches the rule in BrowserProtection. The credential, token cookie, API key and tool-context checks are unchanged. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(ui): keep hub entries off the Apps route in the sidebar The Build hub still owned /app/addons through its legacy Add-ons tab, so the sidebar lit both Apps and Build on the Apps page. A tab whose gate is closed now owns no route when the sidebar asks, so only the Apps entry is active there. The hubs keep their own routes, and the legacy navigation still gives /app/addons to the Build hub. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): label the pin control on app tiles and in the detail view The pin was a small icon-only button and hard to find. Each app tile now shows a button reading Pin, or Pinned with a filled pin, and the detail view has the same control in its header. Both toggle the same stored pin. The Apps grid lists pinned apps first, in pin order, then the others. The sidebar list and the server pins API are unchanged. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): check the Voice From a recording tab has one title The Library and Text to speech tabs already assert that the add-on shell title is the only h1. Do the same for the From a recording tab, so a heading added there later fails the navigation spec. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(ui): stop the add-on shell drawing a title over add-on pages The app decides what its page shows. The shell drew the add-on name as a header above every add-on page, so an add-on could not choose its own title. The shell now draws no header on a live, loading or frozen add-on page; each add-on titles its own pages. The unavailable and missing-page states keep the name, because no add-on page is drawn there. The runtime and shell specs now check that the shell adds no page title. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): let each add-on draw its own page title The shell no longer titles add-on pages, so each add-on draws one h1 per page. Voice titles its tabs "Voices" (Recognition and From a recording), "Speech voices" (Library) and "Speak text" (Text to speech); "Add a speech voice" already had its own. Face draws "Faces", Studio "Studio" and Talk "Talk". Tables promotes the database list and database name from h2 to h1. Fine-tuning and Quantization already drew a title. The add-on unit tests and the navigation and Studio specs now assert exactly one h1 per page, with the page's own title. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): add a kind to library entries and read unknown kinds tolerantly A library entry now has an optional kind: addon (the default when it is absent), backend or model. Every index written before kinds existed stays valid and its entries are add-ons. A reader keeps the entries of the kinds it knows and skips the others without reading their fields, so a newer kind never makes an older host refuse the whole index. The refresh result and the library state report how many entries were skipped and of which kinds, and the refresh logs a warning. A kind that is not a plain kind name still makes the index malformed. Search lists add-ons unless the caller asks for a kind, and Resolve returns add-ons only, so an add-on install cannot be pointed at a backend image. A library policy may name the signer with an anchored identityRegex instead of an exact identity, so builds from master and from tags both verify. An add-on install refuses a policy that carries one. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(backends): install a backend from a library entry A library can now list backends. An entry of kind backend names the image of the backend gallery by digest, and POST /backends/library/install installs it on the local node. The gallery stays the source of truth and its install path is the one used: the library resolves the entry, takes the signature policy from the library, pins the image by digest and calls the same install as the gallery. Installing a name that came from a gallery, another library or by hand is refused and changes nothing. The signature policy of a backend library names the signer with an anchored identityRegex, so images signed by the merge workflow on master and on tags both verify. A pattern that is not anchored is refused. An install is bounded by a size limit per kind: add-ons keep 512 MiB and a backend image defaults to 8 GiB, set with --addons-backend-max-bytes. The limit reads the manifest after the signature check and before any layer is fetched. The metadata of an installed backend records the library it came from. scripts/backends/cmd/backendcatalog renders entries from backend/index.yaml and pins them against the registry. The pilot is the CPU build of local-store, in gallery/backends/index.yaml. The library is registered on the first start only with --addons-backend-library, which is off by default. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): show the kind of library entries and install backends from them The Browse tab lists the entries of every kind this host reads and marks each one as an add-on or a backend. A backend installs through the backend route and not through the add-on lifecycle: the confirmation says that the backend gallery is not changed and that a backend runs native code, and a refusal of the host, such as a name installed from another origin, is shown with its own reason. The details give the kind, the alias and the signer pattern. The library editor can name the signer with a pattern. Without this a save would drop the pattern of a backend library. The Libraries tab reports the entries a refresh skipped because their kind is not read. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * docs(addons): describe backends in the library Document the entry kinds, how a reader skips a kind it does not know, the backend entry format, the signer identity pattern, the install route, the size limit of each kind, the pilot library and the command that renders it. The backend page links to it. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(mcp): install a backend from a library entry The backend library route installs a backend from an add-on library entry, and the admin REST surface and the MCP catalog must stay in step. Add the install_library_backend tool with an in-process and an HTTP client, the route map entry, the safety-rule listing and a skill recipe. Listing library entries stays on the add-on routes, which the assistant does not expose, so no list tool is added. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(ui): carry the add-on library keys in every locale The add-on library and backend library strings existed only in English, so the other locales had no value for them. Add the missing keys of the addons namespace to de, es, id, it, ko, pt-BR and zh-CN. The values are the English text until a translation is contributed. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Revert "feat(mcp): install a backend from a library entry" This reverts commit7493cff727. Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Revert "docs(addons): describe backends in the library" This reverts commit57816ed7e6. Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Revert "feat(ui): show the kind of library entries and install backends from them" This reverts commit49b2b151b7. Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Revert "feat(backends): install a backend from a library entry" This reverts commit1d8d3e3421. Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Revert "feat(addons): add a kind to library entries and read unknown kinds tolerantly" This reverts commit484813f856. Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(ui): drop the backend library keys from the locales Revert the part of39f77ae29that added strings for backend libraries: the kind labels, the backend install texts, the signer identity pattern and the skipped entries notice. The add-on library keys stay. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): add an add-ons control to the chat header Add-on tools were on or off only through the /addons command, with a toast and no state a person could see. The chat header now has an Add-ons button in the style of the MCP dropdown. It lists each running add-on that ships tools with a switch, and a badge shows how many are on. The chat keeps the ids that are on (addonToolIds) next to the older boolean, and both are saved with the chat. A chat that has only the boolean means every add-on. The request sends addon_tools alone when every add-on is on, and adds addon_tool_ids when only some are. /addons turns all on or all off and uses the same state. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): let a chat request name the add-ons whose tools it uses addon_tools=true still offers the tools of every add-on the caller may use. A new addon_tool_ids metadata key, a comma-separated list of add-on ids, narrows that to some add-ons. The list counts only with the opt-in, and a list that names nothing offers no tool rather than all of them. The executor drops the tools of add-ons that are not listed and refuses a call to one as an unknown tool, so a model cannot reach a tool the person turned off. Both keys are consumed so they do not reach the backend. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): cover the per-add-on tool list and the chat header control Go tests cover the list form (the list filters the tools offered and the calls allowed) and the unchanged boolean form. Unit tests cover the chat add-on rules. Playwright specs cover the header control: listing only add-ons that ship tools, toggling each one, the count, /addons in step with the switches, and the request metadata. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): check each add-on page has one title when not enabled The shell names an add-on only where the add-on page cannot mount (not enabled, failed, no UI, bundle not loaded, no such page). Once the page mounts it draws its own title, including when it says it is not enabled on this server, and the shell draws none. The shell code already works this way; this change states the rule beside the unavailable state and pins it in the specs. The shell spec now expects exactly one title in the unavailable states. The navigation spec checks the Face page without a face model (the add-on title only) and the Face page of a stopped add-on (the shell title only). Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(addons): upgrade add-ons on their own when the setting is on A new auto_upgrade_addons setting (flag LOCALAI_AUTO_UPGRADE_ADDONS, default off) lets the owner upgrade an installed add-on when its library lists a newer version. It follows the backend setting: a startup flag, a runtime setting, and the same schedule as the backend update check (a first pass shortly after start, then every six hours). Each pass fetches the library of every installed add-on, and for each available update builds the same pinned upgrade command an administrator sends and runs it through the same lifecycle path. The channel rules, the signer identity, the digest checks, the SDK compatibility check and the backup before the upgrade all apply unchanged. The only difference is the gate: the owner acts on its own setting, so no administrator is asked. A refused or failed upgrade changes nothing and is logged; a candidate that failed is not retried until the library lists another digest. With the setting off, nothing runs and upgrades stay manual. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(ui): add the Upgrade add-ons automatically toggle to Settings The toggle sits beside Upgrade backends automatically and is off by default. It saves the auto_upgrade_addons runtime setting. The English locale gets the label key, and the Settings test fixture lists the new field. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): cover the automatic upgrade setting and document it The setting defaults to off in the config, the runtime settings and the flag, and is read back from the saved settings file. With it on, a real owner upgrades an installed add-on through the manager; with it off, nothing changes, and a change of the setting at run time takes effect on the next pass. The manager specs show the upgrade goes through the same pinned path as the manual one, and that a corrupted package, a failed signature policy, an incompatible release, a missing update checker and a caller who is not an administrator each leave the installed version in place. The new specs are added to the lifecycle case inventory. The add-ons page describes the setting, its schedule and its default. Assisted-by: Claude Code:claude-sonnet-5-5 Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * refactor(addons): name the library entry identifier id The library entry of an add-on used addonId while the shared envelope and the model entries use id. Release now has the field ID, written as id, and every writer emits it: the index encoder, the package workflow templates, the catalog generator and gallery/addons/index.yaml. The digests in the index did not change. DecodeIndex still reads addonId as a legacy alias for one release, so an existing library and a library served by an older tool keep working. An entry that holds both names is refused. The Apps UI reads id and falls back to addonId. Assisted-by: Claude Code:claude-sonnet-5-5 go node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(addons): use the id field in the auto-upgrade test release The auto-upgrade test arrived after the identifier rename and still named the release field AddonID, so the application tests did not build. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(addons): annotate the auto-upgrade actor label for gosec The actor label looks like a credential to gosec G101. It is a fixed name for upgrades the owner starts itself. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix(schema): persist the per-chat add-on tool fields The chat header persists addonTools and addonToolIds, but Conversation had no fields for them, so the server dropped them on save. Add both and update the generated swagger files by hand because swag is not installed here. Assisted-by: Claude Code:claude-sonnet-5-5 go Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): count the add-ons auto-upgrade setting in the settings groups The setting sits in the Backends and galleries group, once. The page now lists 54 settings plus the three branding images, so the spec expects 57. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): pause the fake clock ahead of now in the clear-all spec The fake clock runs from install, so pausing at the current time failed with 'Cannot fast-forward to the past' on a slow runner. The save itself is synchronous and was not lost. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * test(ui): hold the Studio capabilities reply longer in the skeleton spec 800 ms was shorter than a slow runner needs to render the page, so the skeleton was gone before the check. The product shows it. Assisted-by: Claude Code:claude-sonnet-5-5 node playwright Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(i18n): add the French add-ons locale Master added the fr locale after this branch forked. The add-ons unit test requires every locale to carry the add-ons namespace, so fr needs its own addons.json. Assisted-by: Claude Code:claude-sonnet-5-5 node Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: Ettore Di Giacinto <mudler@localai.io> Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
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+++
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title = "Focused addon testing"
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toc = true
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description = "Prepare and verify the toolchain for focused addon tests."
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+++
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The addon verification scripts separate explicit dependency setup from offline checks.
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Run all commands from the repository root. Only the `prerequisites` suite is currently available.
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Unknown suites, empty selections, skipped required tests, and failed commands return a nonzero status.
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## Required tools
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Provide these tools before running setup:
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- Go 1.26.x, with `GOTOOLCHAIN=local`. Other minor versions are rejected.
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- Node 22.12 or later within Node 22, with npm. The validated setup uses Node 22.22.0.
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- `protoc` 26.1. The general Makefile downloader uses a different version.
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- A native C compiler (`cc`, or the executable specified by `CC`) with `CGO_ENABLED=1`.
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- Python 3, POSIX shell tools, and the runtime libraries required by Chromium.
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Setup and integration preparation require at least 20 GiB of free disk space before each major step.
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They do not install system packages or fetch Go, Node, or `protoc` automatically.
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Place locally provisioned executables in `.cache/addons/bin`, or put them on `PATH`.
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For Linux x86-64, the validated tool archives have these SHA-256 checksums:
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| Archive | Source | SHA-256 |
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| --- | --- | --- |
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| `node-v22.22.0-linux-x64.tar.xz` | [Node 22.22.0 distribution](https://nodejs.org/dist/v22.22.0/) | `9aa8e9d2298ab68c600bd6fb86a6c13bce11a4eca1ba9b39d79fa021755d7c37` |
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| `protoc-26.1-linux-x86_64.zip` | [Protocol Buffers 26.1 release](https://github.com/protocolbuffers/protobuf/releases/tag/v26.1) | `a7be2928c0454f132c599e25b79b7ad1b57663f2337d7f7e468a1d59b98ec1b0` |
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Validate archive checksums before extraction. These archives do not apply to other architectures.
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## Explicit setup
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Setup downloads Go dependencies, installs the pinned protobuf plugins, and runs `npm ci` against the React lockfile.
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It then installs Chromium through the local Playwright CLI, unless you supply an existing browser.
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```sh
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sh scripts/addons/prepare.sh --prepare
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```
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The protobuf plugin pins match the Makefile:
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- `google.golang.org/protobuf/cmd/protoc-gen-go@v1.34.2`
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- `google.golang.org/grpc/cmd/protoc-gen-go-grpc@1958fcbe2ca8bd93af633f11e97d44e567e945af`
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Go resolves the second pin to module version `v1.4.0`.
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The check validates each plugin's embedded module version and checksum, not its version label alone.
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Go downloads use module checksum authentication. npm uses the lockfile's package integrity records.
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The lockfile currently selects Playwright 1.58.2 and Chromium revision 1208 (Chrome 145.0.7632.6).
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The installed Playwright package selects the browser revision; the scripts never invoke `npx`.
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To provision only the browser after npm setup, run:
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```sh
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export PATH="$PWD/.cache/addons/bin:$PATH"
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export PLAYWRIGHT_BROWSERS_PATH="$PWD/.cache/addons/browsers"
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core/http/react-ui/node_modules/.bin/playwright install chromium
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```
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Keep `PLAYWRIGHT_BROWSERS_PATH` set to this worktree-local path for manual installation.
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The preparation and verification scripts set it automatically.
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A browser installed in Playwright's default user cache does not satisfy this setup.
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Alternatively, set `PLAYWRIGHT_CHROMIUM_PATH` to an absolute executable path before setup and verification.
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Setup then skips the browser download. Verification still requires a successful browser launch and rendered UI.
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Neither option installs OS libraries. If launch fails, inspect the reported library names and the browser executable with `ldd` on Linux.
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Provide a compatible runtime environment or report the missing libraries as a blocker; do not skip the browser probe.
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## Prepare generated inputs
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After explicit setup, generate only the inputs needed by the focused tests:
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```sh
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sh scripts/addons/prepare.sh --integration
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```
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This command generates `pkg/grpc/proto`, builds the React distribution, and builds two auth-enabled test binaries:
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- `tests/e2e/mock-backend/mock-backend`
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- `tests/e2e-ui/ui-test-server`
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|
||||
It does not build inference backends or run a full repository build.
|
||||
It disables Go dependency downloads and requires the populated setup cache.
|
||||
Repeat this step when the proto, UI, or test-server sources change.
|
||||
|
||||
## Check and verify
|
||||
|
||||
Inspect the toolchain, installed dependencies, and generated inputs without downloading or rebuilding them:
|
||||
|
||||
```sh
|
||||
sh scripts/addons/prepare.sh --check
|
||||
```
|
||||
|
||||
This read-only dependency check is not a browser or SQLite runtime test.
|
||||
Run the complete readiness gate separately:
|
||||
|
||||
```sh
|
||||
sh scripts/addons/verify.sh prerequisites
|
||||
```
|
||||
|
||||
Verification performs these checks:
|
||||
|
||||
1. Run isolated shell fixtures for missing tools, incompatible versions, failed children, invalid reports, and empty or skipped selections.
|
||||
2. Inspect the real toolchain and generated inputs.
|
||||
3. Compile and execute a SQLite transaction with CGO, Ginkgo v2, and Gomega.
|
||||
4. Start the real UI test server with the mock backend on an isolated loopback port.
|
||||
5. Wait for server health, launch Chromium, and require a rendered React root.
|
||||
|
||||
The SQLite probe uses `go test -count=1 -tags auth` and a machine-readable Ginkgo report.
|
||||
Verification rejects missing, empty, failed, skipped, or unexpected test cases.
|
||||
It records child commands, output, and status in `.cache/addons/logs/verify-*.jsonl`.
|
||||
Ginkgo reports use separate unique files in the same directory.
|
||||
Server processes stop after the probe, including when the browser check fails.
|
||||
|
||||
Checks and verification never install dependencies or browsers.
|
||||
They set `GOTOOLCHAIN=local`, `GOPROXY=off`, `GOSUMDB=off`, and `GOFLAGS=-mod=readonly` for verification builds.
|
||||
The npm dependency check uses `--offline`.
|
||||
Missing cached modules or browser files are failures, not permission to download them.
|
||||
|
||||
## Cache layout and test inventory
|
||||
|
||||
The scripts keep caches and transient results under `.cache/addons`:
|
||||
|
||||
| Path | Purpose |
|
||||
| --- | --- |
|
||||
| `bin` | Local tools and protobuf plugins; prepended to `PATH` |
|
||||
| `go`, `go/pkg/mod` | `GOPATH` and `GOMODCACHE` |
|
||||
| `go-build` | `GOCACHE` |
|
||||
| `npm` | npm cache |
|
||||
| `browsers` | Playwright browser installations |
|
||||
| `tmp` | Setup, fixture, and verification scratch data |
|
||||
| `logs` | Command results and Ginkgo reports |
|
||||
| `downloads` | Optional archives from explicit local provisioning |
|
||||
|
||||
Do not commit caches, generated distributions, or test binaries.
|
||||
Keep the command and required-case inventory in `scripts/addons/suites.json` synchronized with the runner.
|
||||
Add future suites only when their actual tests and commands exist.
|
||||
A successful prerequisite gate demonstrates readiness, not acceptance of addon functionality that has no tests yet.
|
||||
|
||||
## Gateway verification
|
||||
|
||||
Run `sh scripts/addons/verify.sh gateway` for the owner carrier and real-auth HTTP suites.
|
||||
The inventory lists each report separately and requires their exact combined case count.
|
||||
Missing reports, skipped cases, empty reports, and unsuccessful child commands fail the gate.
|
||||
The tests use local certificate authorities, pinned mTLS peers, two receiving frontends,
|
||||
and a real SQLite identity database. No external identity service or addon port is exposed.
|
||||
|
||||
The disconnect fixture consumes the POST envelope before waiting for cancellation.
|
||||
Leaving that body unread prevents the HTTP/1 server from observing disconnect while
|
||||
its handler waits, which can strand test-server cleanup. Production owner handlers decode
|
||||
the bounded envelope before starting a relay.
|
||||
|
||||
## Data recovery suite
|
||||
|
||||
```sh
|
||||
sh scripts/addons/verify.sh recovery
|
||||
```
|
||||
|
||||
The `recovery` suite checks backup, upgrade with a migration, restore and purge
|
||||
of add-on data. `scripts/addons/recovery.sh` runs, in this order: the node unit
|
||||
tests of the panel rules, the typed client and the locale keys; the Go specs of
|
||||
`core/services/addons/recovery` (every journal phase of an upgrade and of a
|
||||
restore, with failures injected through test-only seams, cancellation, a
|
||||
corrupt backup, too little storage, retention, grant resurrection and purge),
|
||||
the specs of the policy hold and restore filter, the specs of the Tables format
|
||||
migration, and `tests/addons/recovery`, which runs the real owner, real
|
||||
accounts and the real Tables executable over HTTP; and a Playwright spec against
|
||||
a UI test server. Set `RECOVERY_SHOTS` to a directory to keep the screenshots of
|
||||
the Playwright run. The suite is part of the foundation gate. Run
|
||||
`sh scripts/addons/prepare.sh --integration` first: the runner refuses a
|
||||
server older than the recovery code or a UI build older than the panel.
|
||||
|
||||
## Foundation acceptance gate
|
||||
|
||||
The foundation gate is the end-to-end check of everything below the first
|
||||
add-on: the owner, the carrier, the lifecycle, the policy, the proposals, the
|
||||
file results, the Apps surface and the UI asset route. It is one integration
|
||||
fixture, not a set of fakes at the seams.
|
||||
|
||||
```sh
|
||||
sh scripts/addons/verify.sh foundation-acceptance # the end-to-end suite
|
||||
sh scripts/addons/foundation_gate.sh # every foundation suite
|
||||
```
|
||||
|
||||
Run `sh scripts/addons/prepare.sh --integration` first. The gate builds the
|
||||
server, the protocol fixture and the cluster command itself, so it never tests a
|
||||
stale binary.
|
||||
|
||||
### The fixture
|
||||
|
||||
`tests/addons/foundation/cluster` starts three server processes of
|
||||
`tests/e2e-ui`: the owner and two frontends (`front-a`, `front-b`). Each has its
|
||||
own listener, data directory and carrier identity. They share one account
|
||||
database, and they speak the real pinned mTLS carrier. The frontends open no
|
||||
add-on storage and start no process. The add-on process is the protocol fixture
|
||||
(`tests/addons/fixture/cmd`), packaged three ways from a catalog served on
|
||||
loopback after the host was built:
|
||||
|
||||
| Package | Declares |
|
||||
| --- | --- |
|
||||
| `found-ui` | a service, the tools `echo` and `export`, and a UI module |
|
||||
| `found-tool` | a service and the same tools, no UI |
|
||||
| `found-svc` | a service only: no tool and no UI |
|
||||
|
||||
The fixture add-on reads `fixture.json` from its package. A mode changes how it
|
||||
fails: `exit-start`, `never-ready`, `lose-reply` (commit, then drop the reply)
|
||||
and `orphan` (ignore the closing of the startup channel). Its commits and every
|
||||
apply request are written to a durable log, so a spec counts side effects across
|
||||
restarts. Specs use real API keys and real browser sessions; the only route that
|
||||
is not product code is the owner's loopback control route that registers a
|
||||
resource, because the fixture has no add-on that creates one.
|
||||
|
||||
### What the gate proves
|
||||
|
||||
| Case group | Proves |
|
||||
| --- | --- |
|
||||
| install, activate, alternate | An install and an enable through a frontend reach the owner, start one process per add-on under the owner only, and reads alternate through the owner and both frontends |
|
||||
| host unchanged | The host binary and the shipped UI build have the same digest after the whole lifecycle |
|
||||
| actor propagation | The add-on sees the actor of the credential; forged actor and authority headers change nothing, and a forged administrator cannot reach lifecycle |
|
||||
| JSON, progress, files, assets | JSON and file relays and lifecycle progress work through a non-owner frontend, a private file downloads through another frontend, and UI assets are served by digest, immutable and only for declared files |
|
||||
| denials | A missing feature, a stranger, a stale generation and an undeclared tool give the same typed denial on every node |
|
||||
| exactly once | A confirmed change reaches the add-on once, even confirmed again through another frontend; a lost reply is `outcome_unknown` with the original operation ID and is settled by receipt lookup with no second apply |
|
||||
| owner down | Every frontend answers 503 with the same body, starts nothing and creates no storage; a restart brings back the last good package and the retained data |
|
||||
| no duplicate owner | A second owner on the same storage does not keep running, and each add-on keeps one process |
|
||||
| orphans | A process that outlived its owner is stopped before the next one starts |
|
||||
| failed upgrade and enable | A new generation that cannot start leaves the last good one running; killing the owner in the middle of an upgrade or an enable keeps the last good code, the retained data and a usable lifecycle |
|
||||
| disable, remove, reinstall | Data and grants outlive the removal, and a stale generation and its assets are denied after an upgrade |
|
||||
| sessions and keys | Ending a session or revoking a key on one frontend refuses it on every node |
|
||||
| browser | A member sees the Apps list only and the server refuses every management request; Open works through a non-owner frontend; a proxy path prefix works for deep links; a session ended on one frontend loses the assets on the others |
|
||||
| service layer | An upgrade that cannot start keeps the last good generation running and the data; a request canceled during the start puts the last good generation back, keeps the operation open and the same operation ID finishes it; one broken add-on does not stop the owner |
|
||||
| regression | The existing model and backend gallery specs (`core/gallery`), the gallery operation specs (`core/services/galleryop`) and the process adapter specs (`pkg/model`) pass |
|
||||
|
||||
The regression packages are the narrowest ones that run offline in under two
|
||||
minutes each and that cover the code the add-on lifecycle sits beside. The
|
||||
`core/gallery` model install specs run with `FIXTURES=tests/fixtures`. The only
|
||||
skips the gate accepts are the specs that state they need macOS.
|
||||
|
||||
One `pkg/model` spec, "includes the exit code and final stderr line for an
|
||||
unexpected exit", replaces the process-wide logger to capture a warning. It is
|
||||
a test of the upstream package and the gate does not change it. Run together
|
||||
with the other specs of the package, goroutines of those specs can log while
|
||||
the logger is swapped and fail it at random. The gate therefore runs the
|
||||
package three times: a dry run that fixes the inventory, a run that skips that
|
||||
one spec, and a run that focuses on it alone. The case passes only when the
|
||||
dry run lists exactly one such spec, the second run passes every other spec
|
||||
(or skips it for macOS) and the third run passes that spec once. A spec that is
|
||||
not accounted for in exactly one of the runs fails the case. A real failure of
|
||||
the spec still fails the gate, with no retry.
|
||||
|
||||
### Reading the result
|
||||
|
||||
`foundation_gate.sh` runs every suite in the gate set, in order, and prints the
|
||||
inventory: the passed count and the skipped count of each suite, and the total.
|
||||
It exits nonzero when a suite fails, reports a skipped case, or is missing from
|
||||
the set. A suite that is added to `suites.json` must be named in the script.
|
||||
The report of the parent review is this inventory plus the case list of
|
||||
`foundation-acceptance` in `scripts/addons/suites.json`.
|
||||
|
||||
## Packaging suite
|
||||
|
||||
`sh scripts/addons/verify.sh packaging` checks the first-party OCI package, its release
|
||||
channels and its workflow. It runs `scripts/addons/package_test.sh`, which prints one
|
||||
JSON line for each case. It needs no registry, no Docker and no network.
|
||||
|
||||
- Go specs of `pkg/addons/packaging`. They build real layouts and then rewrite one part
|
||||
of them to prove each rule: missing entrypoint, missing declared UI, missing runtime
|
||||
library, manifest or platform mismatch, unexpected layers or media types, digest
|
||||
mismatch, invalid permissions, traversal paths, a bundled React runtime and a partial
|
||||
platform set. They cover the event and channel table (empty, Unicode and long refs,
|
||||
`latest`, `development`, semver-like names and two refs that normalize alike). They
|
||||
publish to an in-process registry and check immutable tags, digest-identical retries,
|
||||
stale promotions and a failed promotion that leaves aliases unchanged. They rewrite a
|
||||
branch so that the commit an alias names is gone from the checkout, and check that
|
||||
only a push to the channel's own ref takes it over, that `development` refuses, and
|
||||
that other git errors fail. The workflow policy has one mutated copy of the workflow
|
||||
for each rule, including the `validate` chain (`publish` must need `validate`,
|
||||
`validate` must not use `continue-on-error`, `always()` or `failure()`).
|
||||
- `tests/addons/packaging`. It builds the Tables executable, runs `package.sh`, publishes
|
||||
to a loopback distribution, signs the platform image with the fixture authority under
|
||||
the identity of the rendered catalog entry, installs it with the real installer and
|
||||
starts the executable under the real supervisor. A signature of another workflow
|
||||
identity, an owner policy that names the backend workflow and a wrong pinned digest
|
||||
are each refused.
|
||||
- Shell cases for `package.sh`, `channel.sh` and `addonpkg policy`, and static checks
|
||||
that the packaging scripts never push, tag, sign or log in and never name a backend
|
||||
registry.
|
||||
|
||||
The suite never signs, pushes or creates a tag against a real registry. The workflow
|
||||
itself (registry login, keyless signing, the verification command) is covered by the
|
||||
policy assertions and by review, not by a live run: running it needs the protected
|
||||
environment of the repository.
|
||||
|
||||
## Tables acceptance
|
||||
|
||||
`sh scripts/addons/verify.sh tables-acceptance` is the end-to-end acceptance of the
|
||||
first-party Tables add-on. `sh scripts/addons/tables_gate.sh` runs every `tables-*`
|
||||
suite and then this one, in order, and prints the inventory like the foundation gate.
|
||||
It fails for a suite that is skipped, that leaves a process behind or that is added to
|
||||
`suites.json` and not named in the script.
|
||||
|
||||
What it runs, and what is real:
|
||||
|
||||
- **The cluster** is the foundation cluster of `tests/addons/foundation/cluster`: one
|
||||
owner and two forwarding frontends, each a separate server process with its own
|
||||
listener, one shared account database and the real pinned mTLS carrier. The accounts
|
||||
are real: an administrator, the owner of a database, an editor, a viewer, a stranger
|
||||
and an account without the add-ons feature, each with a stored session and an API key.
|
||||
- **The package** is the real Tables. `scripts/addons/package.sh` builds the OCI layout
|
||||
of this platform (twice, for two versions). The suite checks every layer against its
|
||||
digest, joins the layers into the archive a catalog on loopback serves, and installs
|
||||
it through a frontend as an administrator does. Nothing is pushed, tagged or signed,
|
||||
and a receipt that says `publishable` is refused.
|
||||
- **Calls** use the public HTTP routes only. There is no route into the add-on that a
|
||||
user could not use, and no seam in the add-on: crashes are `SIGKILL`, a stopped
|
||||
process is `SIGSTOP`, an owner outage is a killed owner process.
|
||||
- **Reads of the database** by the test are read-only SQLite opens of the add-on's own
|
||||
file, to count the receipts it committed.
|
||||
|
||||
The specs, by what they prove:
|
||||
|
||||
| Area | Specs |
|
||||
|---|---|
|
||||
| Roles | Owner, editor, viewer, administrator, stranger and an account without the feature, over the browser module route, the REST routes, the typed proposal route and the chat tool consumer, each through a different node. Blocked consumers (`/v1/messages`, `/v1/responses`, `/v1/mcp/chat/completions`) fail with the typed `addon_tools_unsupported`. |
|
||||
| Credentials | A paused key, a withdrawn feature, a lowered role (and the proposals it held), a revoked grant and a disabled account are denied on the next call on every node. |
|
||||
| Authority | Forged actor and forwarding headers, authority, role and approval fields, and every way to confirm a proposal without the proposer's own tab (a key with the right headers, the owner's tab, an administrator, a missing header, a tool-call marker, a wrong digest). |
|
||||
| Consistency | Schema and data staleness from two tabs, replay of an operation ID from every node, a conflicting request under the same ID, a burst from three nodes with exactly one receipt for each acknowledged ID, and a revocation that races a confirmation. |
|
||||
| Crash | The add-on process killed in the middle of a batch and the owner killed and restarted in the middle of a batch: every acknowledged change survives, no change is applied twice, and a worker repeats only the same ID. A stopped and killed process leaves an unresolved confirmation that blocks other writes until the owner role resolves it. |
|
||||
| Lifecycle | Disable, enable, uninstall and install: stale tabs and proposals of the older generation do nothing, and data and grants remain. |
|
||||
| Files | CSV through a frontend, downloads from every node by the requester only, a revoked viewer, a disabled add-on. |
|
||||
| Outage | With the owner down, a JSON read, the JSON relay, progress, status, file status, file download, an asset, the apps list, a proposal, the pending list, a confirmation, an apply and a chat tool call all fail closed (503 with the same typed answer from both frontends), and the frontends run nothing and create no storage. |
|
||||
| Recovery | Backup, verify and restore by the administrator's tab; a corrupt backup, a running add-on, a wrong confirmation, an unknown backup. |
|
||||
| Upgrade | An explicit check, a redacted status for a member, a key refused, a stale or changed pin refused, one pinned upgrade, the data and grants kept, a backup made first, and a replay of the same operation from another node. |
|
||||
| Browser | Approval cards from chat on one frontend and the result on the other, prefix deep links, keyboard, 400 pixels, both themes, the unavailable page while the owner is down and the reload after it is back, and nothing left after logout. |
|
||||
|
||||
### The evidence manifest
|
||||
|
||||
Each run writes `.cache/addons/tables-acceptance-evidence.json`: the commands the run
|
||||
executed, the case inventory with the state of every case, the native platform
|
||||
(operating system and architecture), the digests of both packaged versions (the
|
||||
archive the catalog serves and the image of the OCI layout), a statement that nothing
|
||||
was published, and, for a case that failed, the path of the retained trace (the logs of
|
||||
the three servers). A Go test (`TestEvidenceManifest`) checks it against the inventory
|
||||
of `scripts/addons/suites.json`: the platform is native, the digests are well formed and
|
||||
distinct, every case passed, and a failed case has a trace that exists.
|
||||
|
||||
### Faults the real executable cannot show on its own
|
||||
|
||||
Three cases need a fault that the product executable does not have, and the product
|
||||
executable gets no flag or variable for them. The suite builds a second, test-only
|
||||
executable from `addons/tables/cmd/tables-faults`, packages it with the same
|
||||
`scripts/addons/package.sh` and installs it on one cluster. It serves exactly what the
|
||||
product serves. A spec arms a fault by creating a file in the `fault` directory of the
|
||||
add-on's data:
|
||||
|
||||
- `crash-after-commit` ends the process after the next change committed and before the
|
||||
answer is sent. The spec checks that the host reports the original operation ID as
|
||||
unknown from the frontend, that the receipt lookup finds it committed, and that the same
|
||||
operation again returns the same receipt: one row and one receipt in total.
|
||||
- `hold-output` keeps a stream of the add-on from being served, so a transfer stays in
|
||||
flight. The spec disables the add-on and checks that the artifact ends without being
|
||||
downloadable on any node, that no byte stays on disk and that a new export works.
|
||||
|
||||
The expiry spec needs a short artifact lifetime. The fixture's cluster configuration has
|
||||
an `artifactExpiryMillis` field, which the test launcher passes to the owner as the
|
||||
programmatic `AddonConfig.ArtifactExpiry` option. No flag sets it and the default stays
|
||||
one hour. The spec checks that every node gives the same denial for the expired file
|
||||
and that the database and the backups are untouched.
|
||||
|
||||
### What it does not prove
|
||||
|
||||
- **Other platforms.** The evidence is of the platform it ran on. Advertising another
|
||||
platform needs a native run on that platform; the platform matrix keeps it disabled.
|
||||
- **The free space seam** is a storage bound that needs a seam the real add-on does not
|
||||
have. The `recovery` suite covers it with an in-process seam. The expiry and the
|
||||
withdrawal of an artifact are covered here (see below).
|
||||
- **A needs-recovery upgrade** needs a data format change that fails to migrate. The
|
||||
`recovery` suite covers it; this suite covers the successful upgrade and the restore.
|
||||
- **Which interleaving a race takes.** The race and the crash specs accept whatever
|
||||
order happens and check the invariants. The committed-and-lost-reply case is not left
|
||||
to chance: see the fault specs below.
|
||||
- **A refused request is a typed `400`.** A request that the add-on refuses as invalid
|
||||
(an unknown table, an unknown field) is `400` `invalid_request` on every route: the
|
||||
runtime client types the add-on's HTTP 400 and 422 as a refusal, and the host answers
|
||||
it the same way from the apply, read, proposal, chat and artifact paths, and from the
|
||||
owner and every frontend. The authorization specs pin the exact status.
|
||||
File diff suppressed because it is too large.
Load diff
@@ -398,7 +398,7 @@ default only fires when the field is omitted.
|
||||
|
||||
## The WebUI page
|
||||
|
||||
**Build → Faces** follows the same layout as the Voices page. **Who is this** looks up a photo against the people you enrolled (`POST /v1/face/identify`, cut-off 0.35 by default, adjustable on the scale). **Same person?** compares two photos (`POST /v1/face/verify`), optionally with the liveness check, and draws the face the model found in each photo. **Enrol a person** takes a photo, a name, optional labels and a permission tick; a copy of the photo stays in the browser only if you tick it.
|
||||
The page is the **Recognition** page of the Face add-on (**Add-ons → Face**, `/app/addons/face/recognition`). Install the add-on from **Browse add-ons** and start it; the old `/app/face` link opens the same page in the core web UI until then. The page calls the `/v1/face/*` routes described on this page with your own session, and the Build hub has no Faces tab. It follows the same layout as the Voice add-on's Recognition page. **Who is this** looks up a photo against the people you enrolled (`POST /v1/face/identify`, cut-off 0.35 by default, adjustable on the scale). **Same person?** compares two photos (`POST /v1/face/verify`), optionally with the liveness check, and draws the face the model found in each photo. **Enrol a person** takes a photo, a name, optional labels and a permission tick; a copy of the photo stays in the browser only if you tick it.
|
||||
|
||||
The people list is kept in the browser because the server has no list call. After a search, a saved person the server did not return is marked "not on the server", and a server restart empties the server's index. Removing a person waits ten seconds behind an Undo toast before `POST /v1/face/forget` is sent. The server matches one face per photo. Detecting faces, attribute guesses (off by default, often wrong) and the raw embedding are under **More tools**. With no face model installed the page says what is missing and offers gallery models to install.
|
||||
|
||||
|
||||
@@ -214,6 +214,16 @@ Earlier jobs are listed below the form. **Reuse** puts a job's setup back in the
|
||||
|
||||
A user needs the fine-tuning permission. Without it, the page says the account cannot fine-tune and who can change that.
|
||||
|
||||
### Fine-tuning is an add-on
|
||||
|
||||
The Fine-Tune page is the `fine-tuning` add-on. It does not ship with LocalAI. An administrator installs it from **Browse add-ons** in the drawer and starts it. Once it runs, it opens from the drawer at `/app/addons/fine-tuning/jobs` and can be pinned. The Build hub no longer has a Fine-Tune tab.
|
||||
|
||||
The old link `/app/fine-tune` keeps working. It opens the add-on page while the add-on is installed and usable, and it opens the same page in the core web UI otherwise.
|
||||
|
||||
The API does not change. The page calls `/api/fine-tuning/*` with the signed-in user's own session, and the server checks the fine-tuning permission on every call, so the add-on never widens what a user may do.
|
||||
|
||||
The add-on also offers tools to the chat: list jobs, propose a job, store a small dataset, read the status and the checkpoints of a job, stop a job and export a checkpoint as a model. A tool can only control a job that a tool started. A job started in the page is listed, but a tool cannot stop or export it. A tool never starts, stops or exports anything by itself: it proposes the action and a person confirms it in an approval card. A model or a dataset given as a local path is refused. The tools call the engine through the host operations (see [Host operations](../addons/#host-operations)), which the host setting `LOCALAI_ADDON_HOST_OPS` grants to this add-on by the `finetune.` prefix, and they run with the permissions of the person in the chat.
|
||||
|
||||
## Dataset Formats
|
||||
|
||||
Datasets should follow standard HuggingFace formats:
|
||||
|
||||
@@ -153,6 +153,16 @@ Earlier jobs are listed below the form, with **Reuse** and **Delete** (after a c
|
||||
|
||||
A user needs the quantization permission. Without it, the page says the account cannot quantize.
|
||||
|
||||
### Quantization is an add-on
|
||||
|
||||
The Quantize page is the `quantization` add-on. It does not ship with LocalAI. An administrator installs it from **Browse add-ons** in the drawer and starts it. Once it runs, it opens from the drawer at `/app/addons/quantization/jobs` and can be pinned. The Build hub no longer has a Quantize tab.
|
||||
|
||||
The old link `/app/quantize` keeps working. It opens the add-on page while the add-on is installed and usable, and it opens the same page in the core web UI otherwise.
|
||||
|
||||
The API does not change. The page calls `/api/quantization/*` with the signed-in user's own session, and the server checks the quantization permission on every call.
|
||||
|
||||
The add-on also offers tools to the chat: list jobs, propose a job, read the status of a job, stop a job and import the result as a model. A tool can only control a job that a tool started. A job started in the page is listed, but a tool cannot stop or import it. A tool never starts, stops or imports anything by itself: it proposes the action and a person confirms it in an approval card. A model given as a local path is refused. The tools call the engine through the host operations (see [Host operations](../addons/#host-operations)), which the host setting `LOCALAI_ADDON_HOST_OPS` grants to this add-on by the `quantize.` prefix, and they run with the permissions of the person in the chat.
|
||||
|
||||
## Architecture
|
||||
|
||||
Quantization uses the same gRPC backend architecture as fine-tuning:
|
||||
|
||||
@@ -5,6 +5,10 @@ weight = 49
|
||||
url = "/features/studio/"
|
||||
+++
|
||||
|
||||
{{% notice note %}}
|
||||
Studio is an add-on. It is not part of the web bundle: install it from **Browse add-ons** in the [Add-ons](../addons/#the-studio-add-on) drawer and start it. Once it is usable, it is in the drawer and can be pinned, and it opens at `/app/addons/studio/studio`. The old links (`/app/studio`, `/app/image` and the other generator links) open it there.
|
||||
{{% /notice %}}
|
||||
|
||||
Studio is the part of the web UI where you make images, video, 3D objects, speech, sound and transformed audio, and find what you made before. It opens on a front page with a prompt box and your own work. Each type still has its own workspace page (Images, Video, 3D, TTS, Sound, Transform, Diarization) where a run happens.
|
||||
|
||||
## Make something
|
||||
|
||||
@@ -0,0 +1,765 @@
|
||||
---
|
||||
title: Tables
|
||||
---
|
||||
|
||||
## Status
|
||||
|
||||
Tables is a first-party addon for LocalAI. This page describes the database
|
||||
lifecycle, the typed schema operations, and structured row queries and
|
||||
confirmed row changes that exist today, how a chat model uses them as tools,
|
||||
and the host side of managing databases from the UI: creating, renaming,
|
||||
sharing and deleting a database, and choosing the database of a conversation.
|
||||
A table, with the filter and sort of a view, exports as a private CSV file
|
||||
(see [CSV export](#csv-export)). Import and public file links are not
|
||||
available. The Tables pages (the native UI) are described in
|
||||
[The Tables pages](#the-tables-pages).
|
||||
|
||||
Tables is a separate executable under `addons/tables`. It is not linked into
|
||||
the LocalAI server, and nothing of it runs unless an administrator installs
|
||||
and enables the addon. It reuses the root Go module and needs CGO for SQLite.
|
||||
|
||||
```
|
||||
go build ./addons/tables/...
|
||||
```
|
||||
|
||||
## Deployment, trust and limits
|
||||
|
||||
- **One owner.** A database is a SQLite file on the disk of the one LocalAI instance
|
||||
that owns the add-on. Other frontends forward to it; while the owner is down every
|
||||
Tables call fails with `503` on every frontend, and nothing is applied later. See
|
||||
[Singleton owner and its limits](../addons/#singleton-owner-and-its-limits).
|
||||
- **Trust.** The Tables executable is trusted code that runs as the owner's operating
|
||||
system user. Tables itself never learns who a caller is: the host gives it the
|
||||
database ID and the action, and the host decides the role and the approval.
|
||||
- **Storage and backup.** The data is under the data directory of the add-on, and
|
||||
backups are made by the administrator through the recovery routes (see
|
||||
[Backup, upgrade and restore](#backup-upgrade-and-restore)). A copy of the data
|
||||
directory made while the add-on runs is not a consistent backup.
|
||||
- **Ownership mode.** Named-user mode keeps databases private to their owners and
|
||||
shareable. Local-owner mode has one owner and no sharing. The mode is stored with the
|
||||
data and is changed only while the host is stopped, with an explicit mapping (see
|
||||
[Moving between the modes](../addons/#moving-between-the-modes)).
|
||||
- **CSV.** An export is a private, temporary file with the formula policy described in
|
||||
[Spreadsheet formulas](#spreadsheet-formulas): it protects a spreadsheet, not a
|
||||
program that trusts CSV.
|
||||
- **Updates.** The host never upgrades Tables by itself. An administrator checks for an
|
||||
update and applies one named candidate (see
|
||||
[Update detection and upgrade](../addons/#update-detection-and-upgrade)); the data is
|
||||
backed up first.
|
||||
- **Optional contributions.** The package declares its UI pages and its tools. A host
|
||||
that has no UI still runs the tools, and a UI never gains a tool the manifest does not
|
||||
declare. The chat actions it declares are placed and drawn by the host; the page cannot
|
||||
add a button to the chat of its own.
|
||||
|
||||
## What a database is
|
||||
|
||||
Each database is one SQLite file with its own metadata. The file is named by an
|
||||
opaque resource ID that LocalAI assigns. Tables does not choose the ID, does not
|
||||
store who owns the database and does not decide who may open it. LocalAI keeps
|
||||
owners and grants and checks them before every call.
|
||||
|
||||
| Property | Value |
|
||||
|---|---|
|
||||
| Location | `<addon data directory>/tables/databases/<resource-id>.db` |
|
||||
| Modes | directory `0700`, files `0600` |
|
||||
| Journal | WAL, foreign keys on |
|
||||
| Name | 1 to 80 characters, no control characters, no leading or trailing space |
|
||||
| Size | at most 1 GiB per file, enforced on every connection; a write past the cap fails with a capacity error |
|
||||
| Locks | busy timeout 3 s, 10 s limit for one operation |
|
||||
|
||||
A resource ID must match `^[a-z][a-z0-9-]{0,63}$`. Any other value is refused
|
||||
before it reaches the file system. Symbolic links are never followed, in the
|
||||
data directory or as a database file.
|
||||
|
||||
Databases are private by default. A new database belongs to the person who
|
||||
created it and nobody else can list or open it until the owner shares it with
|
||||
a grant. Administrators who install the addon get no access to databases.
|
||||
|
||||
## Tools
|
||||
|
||||
The manifest declares these tools. LocalAI rejects any other tool name.
|
||||
|
||||
| Tool | Kind | Effect |
|
||||
|---|---|---|
|
||||
| `databases-create` | change (schema) | Create the database for a reserved resource ID. |
|
||||
| `databases-rename` | change (schema) | Change the stored name. Owner role only. |
|
||||
| `databases-inspect` | read | Name, revision, table names and the tables with their columns. |
|
||||
| `tables-create` | change (schema) | Create a table. Argument `table`. |
|
||||
| `tables-rename` | change (schema) | Rename a table. Arguments `table`, `newName`. |
|
||||
| `tables-drop` | change (schema) | Drop a table and all its rows. Argument `table`. |
|
||||
| `columns-add` | change (schema) | Add a column. Arguments `table`, `column`, `type`, optional `required`, `unique`, `default`. |
|
||||
| `columns-rename` | change (schema) | Rename a column. Arguments `table`, `column`, `newName`. |
|
||||
| `columns-drop` | change (schema) | Drop a column and its values. Arguments `table`, `column`. |
|
||||
| `rows-query` | read | Select rows of a table with a filter, sort and page. See [Row queries](#row-queries). |
|
||||
| `rows-aggregate` | read | Count, sum, avg, min and max with an optional group-by column. |
|
||||
| `rows-export` | read | Export the rows of a table, with an optional filter and sort, as a private CSV file. See [CSV export](#csv-export). |
|
||||
| `rows-insert` | change (write) | Insert up to 100 rows. Arguments `table`, `rows`. |
|
||||
| `rows-update` | change (write) | Set columns on rows named by `ids` or a `filter`. Arguments `table`, `set`. |
|
||||
| `rows-delete` | change (write) | Delete rows named by `ids` or a `filter`. |
|
||||
| `resource-exists` | read | `{"exists": bool}`; used by LocalAI to settle interrupted creations. |
|
||||
|
||||
Tool names use hyphens because LocalAI manifests accept only
|
||||
`[a-z][a-z0-9-]*` identifiers.
|
||||
|
||||
There is no tool that lists every database. The addon only knows the IDs that
|
||||
LocalAI sends it. LocalAI lists the databases a person may see from its own
|
||||
resource records, so a listing can never show a database the person has no
|
||||
grant for.
|
||||
|
||||
Changes made from chat are proposals: the model asks, LocalAI previews the
|
||||
change, and a person confirms it in the host confirmation card. A rename uses
|
||||
the standard proposal path. Creating a database from chat is a proposal too
|
||||
(`databases-create` with a `name`, no resource ID). LocalAI reserves a pending
|
||||
resource for the person who asked, shows the requested name in the card, and
|
||||
creates the database only when that person confirms it. Cancelling or letting
|
||||
the proposal expire removes the reservation. Sharing and deleting a database
|
||||
are not tools.
|
||||
|
||||
## Model tools and approval cards
|
||||
|
||||
A chat can offer the tools of Tables to its model. The person turns it on per
|
||||
chat with the add-ons control in the chat header, which lists each addon that
|
||||
offers tools with a switch and shows how many are on. The `/addons` command of
|
||||
the composer turns all of them on or off, and it appears only when an enabled
|
||||
addon offers tools. The chat then sends `metadata.addon_tools` with each
|
||||
request, and the server decides what this person may call: the opt-in grants
|
||||
nothing by itself.
|
||||
|
||||
```
|
||||
POST /v1/chat/completions
|
||||
{"model": "...", "messages": [...], "metadata": {"addon_tools": "true"}}
|
||||
```
|
||||
|
||||
When only some addons are on, the request adds `metadata.addon_tool_ids`, a
|
||||
comma-separated list of addon ids. The model then sees and can call only the
|
||||
tools of those addons; a call to any other addon is refused as an unknown tool.
|
||||
Without the list, every addon the person may use is offered.
|
||||
|
||||
```
|
||||
{"metadata": {"addon_tools": "true", "addon_tool_ids": "tables,notes"}}
|
||||
```
|
||||
|
||||
### Names and schemas
|
||||
|
||||
A tool is named `addon__<addonId>__<tool>`, for example
|
||||
`addon__tables__rows-insert`. The name is valid for OpenAI function names and
|
||||
fits in 64 characters. The namespace is reserved: an MCP server of a model
|
||||
cannot publish a tool under it, and an MCP session never runs one.
|
||||
|
||||
The schema of each tool is in `capabilities.toolDefinitions` of the verified
|
||||
manifest (`addons/tables/manifest.json`). The host serves it from the
|
||||
manifest, not from the addon process, and rejects a manifest whose definitions
|
||||
declare a keyword outside the closed set, an identity or approval property
|
||||
(`actor`, `userId`, `role`, `approved`, `confirm`, `digest`, `proposalId`,
|
||||
`operationId`, `tool` and similar), more than 32 properties, or more than 8 KiB
|
||||
for one schema. A declared tool without a definition is not offered to a
|
||||
model: `resource-exists` is one.
|
||||
|
||||
Every tool that works on a database takes `resourceId`. The host takes it out
|
||||
of the arguments and binds it to the request. A model cannot name a database
|
||||
it has no grant for: the same denial answers every tool.
|
||||
|
||||
### What a call does
|
||||
|
||||
| Tool kind | Host action | Result |
|
||||
|---|---|---|
|
||||
| Read (`databases-inspect`, `rows-query`, `rows-aggregate`, `rows-export`) | `read` | `{"kind":"result","result":...}`. A result over 128 KiB is refused, never cut. A file result is `{"kind":"artifact"}` with private artifact references and no bytes. |
|
||||
| Row change (`rows-insert`, `rows-update`, `rows-delete`) | `write` proposal | `{"kind":"proposal","proposal":{id,digest,count,...}}` |
|
||||
| Schema change (`tables-*`, `columns-*`, `databases-rename`) | `schema` proposal | the same proposal reference |
|
||||
| Creation (`databases-create`) | `create` proposal | the same, with the reserved resource ID |
|
||||
|
||||
A tool call never applies a change. It stores a proposal that only the
|
||||
proposer's own browser session can confirm. The tool adapter has no confirm,
|
||||
cancel or resolve operation, and no tool of any consumer maps to those routes.
|
||||
The model is told that nothing changed and that a person must confirm.
|
||||
|
||||
These names do not exist and are refused with a typed error: `confirm`,
|
||||
`approve`, `apply_proposal`, `yes`, any sharing, grant, database deletion or
|
||||
retained-data purge name, and any name that is not defined by the manifest of
|
||||
an enabled addon. Arguments that carry identity, role, approval or operation
|
||||
fields are refused before they reach the owner, so a model cannot forge the
|
||||
actor, the role or an approval, and a repeated or oversized argument object is
|
||||
refused as well.
|
||||
|
||||
### The approval card
|
||||
|
||||
When a tool answers with a proposal, the chat draws the host's card inline.
|
||||
The card loads the stored proposal from the host by its ID. It shows the
|
||||
add-on, the database (the requested name for a creation), the operation, the
|
||||
exact count of effects, a bounded sample, the expiry and the state. The words
|
||||
of the model are never the preview. Confirm and Cancel are the host's buttons:
|
||||
Confirm sends the digest that was displayed with the `X-LocalAI-Confirm`
|
||||
header from the person's own session.
|
||||
|
||||
The card is disabled for an expired, blocked, applied, cancelled, rejected or
|
||||
unknown-outcome proposal and says why. It forgets what it loaded when the
|
||||
person logs out, another person signs in, the addons feature is withdrawn or
|
||||
the host stops answering for the proposal. The stored conversation keeps the
|
||||
proposal ID only: no rows, no digest, no sample.
|
||||
|
||||
`GET /api/addons/proposals?state=pending` lists the caller's own pending
|
||||
proposals, newest first, at most 32. It is where a change proposed by an agent
|
||||
or a scheduled job waits: those callers can read and propose within their
|
||||
permissions and can never confirm, because a key has no browser session.
|
||||
|
||||
### Consumers
|
||||
|
||||
The consumer inventory is executable. The tests scan the sources for code
|
||||
that discovers or executes tools and fail for a file that has no decision
|
||||
here, so a new consumer cannot ship without one. A routed consumer takes an
|
||||
immutable actor from the authenticated request and goes through the broker.
|
||||
A rejecting consumer never serves add-on tools: the namespace is refused or
|
||||
filtered there.
|
||||
|
||||
| Consumer | Decision | What it is and why |
|
||||
|---|---|---|
|
||||
| `chat-completions` | route | `POST /v1/chat/completions` with `metadata.addon_tools`. The actor is the named user or key of the request. |
|
||||
| `direct-api` | route | The `/api/addons` routes called by the UI, scripts and agents. The actor is the named user or key of the request, revalidated on every call. |
|
||||
| `addon-tool-executor` | route | The executor that serves the namespace inside a chat request. It holds one actor value and has no setter. |
|
||||
| `localai-assistant` | reject | The in-process admin MCP server. It has no per-call principal and its catalog holds no addon tool. |
|
||||
| `model-mcp-sessions` | reject | MCP sessions built from model configuration and shared by every user of the model. The namespace is dropped from discovery and refused at execution. |
|
||||
| `anthropic-messages` | reject | `POST /v1/messages`. A request with `addon_tools` gets `addon_tools_unsupported` (400). |
|
||||
| `open-responses` | reject | `POST /v1/responses`. A request with `addon_tools` gets `addon_tools_unsupported` (400). |
|
||||
| `realtime` | reject | The realtime WebSocket and WebRTC sessions. Long-lived sessions cannot be revalidated between utterances. |
|
||||
| `legacy-mcp-chat` | reject | `POST /v1/mcp/chat/completions` passes no broker, so `addon_tools` gets the same typed answer. |
|
||||
| `mcp-discovery-endpoints` | reject | Listing of servers, prompts and resources. They execute no tool. |
|
||||
| `agent-jobs` | reject | Agent jobs and scheduled tasks. They run unattended and detached from a request principal. Use the API with a key to read and propose. |
|
||||
| `agent-runs` | reject | Agent runs of the agent pool and their scheduler. Their tool filter drops the namespace. |
|
||||
| `distributed-agent-worker` | reject | Workers that execute MCP tools for a frontend. The tool and discovery calls refuse the namespace, and the MCP job handler installs the session tool filter, so the agent library never offers or runs it. |
|
||||
|
||||
A shared model MCP session is a rejection on purpose. One session answers
|
||||
every user of a model and keeps no current-user state, so it could not carry
|
||||
an actor. A deployment that needs add-on tools for an agent uses the
|
||||
`/api/addons` routes with that agent's own key.
|
||||
|
||||
### Several frontends
|
||||
|
||||
The tool adapter keeps no runtime state, so it is stateless in the sense of
|
||||
the distributed-state rule. Each frontend builds the tool list from the apps
|
||||
list its owner answers for the caller, and sends every call, proposal and
|
||||
pending list through the same carrier as the other addon routes. A frontend
|
||||
that is not the owner never holds a package, a proposal or a policy record.
|
||||
The apps list carries the tool definitions of each enabled addon, at most 32
|
||||
KiB per addon, so the model-facing schema is the one in the verified manifest
|
||||
of the installed generation. If the owner cannot answer, discovery fails and
|
||||
the chat request answers 503 rather than offering stale tools.
|
||||
|
||||
### Admin lifecycle tools
|
||||
|
||||
The LocalAI Assistant catalog has no add-on lifecycle tool (install, enable,
|
||||
disable, upgrade, uninstall, library changes). This is deliberate. The
|
||||
Assistant is one process-wide server with no per-call principal, and its
|
||||
mutating tools rely on the model asking the person for confirmation in prose.
|
||||
Add-on lifecycle changes are administration with persistent effects on data
|
||||
and processes, so they are not exposed that way. Listing and status are read
|
||||
with `GET /api/addons/apps` and the `addons-installed` management read, which
|
||||
need a named administrator. A conversational lifecycle tool needs a per-call
|
||||
principal and a host approval card first; it is not part of this release.
|
||||
REST-to-MCP parity for `/api/addons` is intentionally partial for that reason,
|
||||
and `TestToolHTTPRouteMappingComplete` stays unchanged. The UI-only resource
|
||||
routes (create, rename, share, delete, selection) are likewise not tools:
|
||||
sharing and deletion are never tools, and the consumer matrix test scans the
|
||||
catalog for any `/api/addons` route.
|
||||
|
||||
## How creation survives a crash
|
||||
|
||||
Creation has three steps, in this order:
|
||||
|
||||
1. LocalAI records a pending resource for the creator. A pending resource is
|
||||
invisible to everyone, its creator included.
|
||||
2. The addon creates the database file. It builds the file under a temporary
|
||||
name and links it into place only when it is complete.
|
||||
3. LocalAI commits the resource, which makes it usable.
|
||||
|
||||
The addon operation ID is derived from the reserved resource ID, so repeating
|
||||
a step is one operation. If LocalAI stops between steps, it settles every
|
||||
pending resource at the next start by calling `resource-exists`:
|
||||
|
||||
- No database: the pending record is dropped.
|
||||
- Database present: the resource is activated for the creator.
|
||||
- The addon is installed but cannot answer: LocalAI stops its startup with a
|
||||
recovery-required error. It never guesses.
|
||||
|
||||
Deleting a database follows the same rule from the other side. LocalAI removes
|
||||
the record of a deleting database without calling `databases-delete` only when
|
||||
`resource-exists` answers that the database is gone. If the addon cannot
|
||||
answer, the deletion stays pending and is retried.
|
||||
|
||||
A database file without a record cannot be reached by anyone. A creation whose
|
||||
outcome is uncertain keeps its reservation, and that reservation counts against
|
||||
the per-user limit of pending resources until its receipt is found, the person
|
||||
who asked stops waiting, or the next start. Stopping to wait drops the
|
||||
reservation only when `resource-exists` says there is no database. A pending
|
||||
chat proposal keeps its reservation, so a restart does not remove a database
|
||||
you can still confirm.
|
||||
|
||||
## Managing databases from the UI
|
||||
|
||||
Creating, renaming, sharing and deleting a database are the person's own
|
||||
actions in the Tables pages, through the routes described in
|
||||
[UI-only resource management](../addons/#ui-only-resource-management). They
|
||||
are not tools: a model never sees them and sharing and deletion are never
|
||||
proposals.
|
||||
|
||||
- `databases-create` and `databases-rename` are the same tools that chat uses,
|
||||
run by the person's explicit request with no approval card.
|
||||
- `databases-delete` is an admin tool. The manifest lists it in
|
||||
`capabilities.adminTools` and not in `tools`, so it has no model definition and
|
||||
the declared-tool rule refuses it on every other path. The addon runs it only
|
||||
under the host action `delete` and only for the revision the owner confirmed.
|
||||
It removes the file and its journal files and records the operation in the
|
||||
ledger; repeating the operation, also after a crash between the removal and the
|
||||
receipt, gives the same receipt.
|
||||
- The manifest `capabilities.resources` maps `create`, `rename`, `inspect` and
|
||||
`delete` to these tools, with the noun `database`.
|
||||
|
||||
A database is shared whole, as `viewer` or `editor`, with named users picked by
|
||||
account. An owner and an editor see the same rows; only the owner changes the
|
||||
schema, shares, renames and deletes. Deleting asks the owner to type the name,
|
||||
removes the data and every grant, and never uninstalls the addon.
|
||||
|
||||
### The database of a chat
|
||||
|
||||
The owner keeps which database each conversation works on, per person. A tool
|
||||
call that names no `resourceId` uses it, so a person can say "add a row" after
|
||||
choosing a database once. The model never sets it, and the owner authorizes it
|
||||
for the person on every call: a database whose grant was withdrawn or that was
|
||||
deleted is refused like an unknown one. With none selected the tool answers a
|
||||
`select_resource` result and runs nothing.
|
||||
|
||||
## The Tables pages
|
||||
|
||||
Tables ships its own UI as a standalone ES module in the package. It is loaded by
|
||||
the host after the host was built, so installing or updating Tables changes the
|
||||
pages without a rebuild of LocalAI. The Add-ons drawer shows a **Tables** tile.
|
||||
|
||||
| Where | What |
|
||||
|---|---|
|
||||
| `Databases` list | Your databases and the ones shared with you, each with your role, who shared it and, for the owner, how many people have access. Create, rename and delete (owner). |
|
||||
| A database | The tables as tabs, the typed grid of the selected table, a structured filter, sort by column, cursor paging and the row actions of your role. |
|
||||
| Schema (owner) | Create, rename and drop tables and columns. A drop says what is lost and asks for the name to be typed. |
|
||||
| Share (owner) | The whole database is shared as `viewer` or `editor` with named accounts found by a picker. Local-owner mode says that sharing is not available and makes no sharing call. |
|
||||
| `Select database` | A chat action in the composer menu: the databases you may use with your role, the one selected for this conversation, and a way to clear it. |
|
||||
|
||||
What each role sees:
|
||||
|
||||
| Role | Rows | Schema | Share, rename, delete |
|
||||
|---|---|---|---|
|
||||
| Owner | read, add, edit, delete | yes | yes |
|
||||
| Editor | read, add, edit, delete | read only | no |
|
||||
| Viewer | read | read only | no |
|
||||
|
||||
Hiding a control is never the control. The server checks the role of every call
|
||||
again, and a crafted write of a viewer, a schema change of an editor or a share
|
||||
of anybody who is not the owner is refused with the answer of an unknown
|
||||
database.
|
||||
|
||||
### Editing rows
|
||||
|
||||
- **Typed editors.** Text, whole number, number, yes or no, and date and time
|
||||
(entered and shown in UTC). A value of the wrong type is refused in the form
|
||||
and nothing is sent. Integers beyond 2^53 are kept exact. An optional column
|
||||
has an *Empty* switch that sends `null`.
|
||||
- **Filters.** A list of conditions over the table's own columns, joined by
|
||||
all or any, with the operators the column type supports. They become the
|
||||
`filter` of `rows-query`; there is no free text and no expression. The row
|
||||
ID is filterable as `_id`.
|
||||
- **Paging.** The add-on's cursor goes forward and the page keeps the cursors it
|
||||
used to go back. A cursor that the add-on no longer accepts (the data
|
||||
changed) starts again at the first page and says so.
|
||||
- **Batches.** *Add rows* takes up to 100 rows. A selection is changed or
|
||||
deleted in steps of at most 1000 row IDs, each step saved on its own with its
|
||||
own operation ID. If a later step fails, the page says how many rows were
|
||||
changed before it.
|
||||
- **Revisions.** Every change sends the revision the page read. If another
|
||||
person changed the database, the save is refused as stale, the form keeps what
|
||||
you typed and offers *Reload and apply again*, which reads the revision and
|
||||
sends the same change once more under a new operation. An unknown outcome
|
||||
keeps the operation ID, so repeating is the same change and never applies
|
||||
twice.
|
||||
|
||||
A row editor sends only the fields you changed. A datetime keeps its stored
|
||||
fraction of a second (up to nine digits) when you edit another field, and two
|
||||
spellings of one instant, such as another UTC offset, are no change.
|
||||
|
||||
Row and schema changes made in these pages are the person's own action. They
|
||||
need no confirmation card and are not proposals, and they still go through the
|
||||
host's `POST /api/addons/resources/{resourceId}/apply`: the role of the action,
|
||||
the declared tool definition, the admission of the resource, the revision and
|
||||
the receipt (see [Changing data and schema from the UI](../addons/#changing-data-and-schema-from-the-ui)).
|
||||
|
||||
### The database of a chat
|
||||
|
||||
Choosing a database in the `Select database` action stores it for you, the
|
||||
conversation and the add-on. A chat tool call that names no database uses it,
|
||||
and the chat sends the conversation ID in the `X-LocalAI-Conversation-Id` header
|
||||
only when the conversation has add-on tools enabled. Two people in the same
|
||||
conversation ID, or one person in two conversations, never share a selection. A
|
||||
database that is no longer shared with you is refused like an unknown one.
|
||||
|
||||
### Package and build
|
||||
|
||||
The UI source is `addons/tables/ui`. `node addons/tables/ui/build.mjs` writes
|
||||
`dist/ui/tables.js`, `dist/ui/tables.css` and `dist/ui/icon.png`, which the
|
||||
manifest names under `capabilities.ui` (`entry`, `css`, `icon`, `pages`,
|
||||
`navigation`, `mainPage`, `chatActions`). The package declares no
|
||||
dependencies, so it has no lockfile: the build uses the bundler that the host UI
|
||||
already has installed (`core/http/react-ui/node_modules`) and needs nothing to
|
||||
download. `node addons/tables/ui/test/run.mjs` runs its unit tests. The module imports
|
||||
nothing: React, the components, the typed calls and the navigation arrive through
|
||||
the host SDK, and every class of the style sheet starts with `tbl-`. The UI is
|
||||
translated to the languages of the host; a missing key reads the English text.
|
||||
|
||||
## Schema operations
|
||||
|
||||
Only the owner of a database changes its schema. LocalAI refuses the schema
|
||||
action for every other role before it calls the addon, and the addon refuses
|
||||
a schema tool that does not arrive as a schema action with an actor and the
|
||||
preview or apply scope, so a caller of the runtime transport cannot use a row
|
||||
action to change a schema.
|
||||
|
||||
Tables and columns have a label and a stable internal identifier. The label is
|
||||
what people see. It is 1 to 64 characters, with no control, format or
|
||||
bidirectional characters, no leading or trailing space, and it is unique in its
|
||||
scope ignoring case. The internal identifier (`t_...`, `c_...`) is random and
|
||||
never changes. Labels are never part of an SQL statement, so a rename touches
|
||||
only the catalog and no label can inject SQL.
|
||||
|
||||
| Logical type | Stored as | Default value |
|
||||
|---|---|---|
|
||||
| `text` | TEXT | a string up to 1024 bytes, no control characters |
|
||||
| `integer` | INTEGER | a 64-bit integer |
|
||||
| `real` | REAL | a finite number that SQLite reads back exactly |
|
||||
| `boolean` | INTEGER, 0 or 1 | `true` or `false` |
|
||||
| `datetime` | TEXT, UTC | an RFC 3339 time, stored in UTC |
|
||||
|
||||
A default is validated for its type and written through a strict literal
|
||||
encoder, never copied from the request. There is no type change, trigger,
|
||||
function, expression, computed column, view or raw SQL.
|
||||
|
||||
- A required column needs a default when the table has rows. On an empty table
|
||||
it needs none.
|
||||
- A unique column is a unique index. A default that would repeat in more than
|
||||
one row of a unique column is refused. Several NULL values are allowed.
|
||||
- Dropping a column rebuilds the table inside the same transaction: create the
|
||||
new table, copy the rows, drop the old one. A failure leaves the original.
|
||||
- Limits: 50 tables per database, 64 columns per table.
|
||||
|
||||
## Revisions, receipts and previews
|
||||
|
||||
Each database has a revision pair, `schema` and `data`. Every schema change
|
||||
raises `schema` by one. The preview returns the revision it was made against,
|
||||
and apply must send that revision back. If the database moved, apply is
|
||||
rejected with `{"error":"stale","revision":{...}}` and nothing changes. Both
|
||||
numbers must match, because the data a drop destroys depends on the rows.
|
||||
|
||||
The change, the new revision and the operation receipt commit in one SQLite
|
||||
transaction. After a crash the receipt is either in the database or the change
|
||||
did not happen. The same operation ID with the same request returns the same
|
||||
receipt and never applies twice. The same ID with another request is a
|
||||
conflict. An operation that was refused leaves no receipt, so its ID can be
|
||||
used again. If a reply is lost, LocalAI asks for the receipt, which the addon
|
||||
finds in the database even when its own ledger was not updated.
|
||||
|
||||
A preview runs the change in a transaction that it rolls back, so it accepts
|
||||
only what apply would accept. Its summary has this shape:
|
||||
|
||||
```json
|
||||
{"count": 1,
|
||||
"sample": [{"action": "drop column", "table": "Orders", "column": "Total", "rowsLost": 42}],
|
||||
"dataLoss": {"rows": 42, "columns": 1, "tables": 0}}
|
||||
```
|
||||
|
||||
`rowsLost` of a column counts the rows that hold a value in it. For a table it
|
||||
counts all rows and `columnsLost` its columns. LocalAI shows `count` and
|
||||
`sample` in the confirmation card.
|
||||
|
||||
## Row queries
|
||||
|
||||
`rows-query` and `rows-aggregate` run under the read action, so viewers can use
|
||||
them. The addon builds each statement from internal identifiers and binds every
|
||||
value as a parameter. A column or table label is only looked up in the catalog;
|
||||
it never becomes SQL text. There are no joins, raw SQL, expressions, functions
|
||||
or subqueries.
|
||||
|
||||
```json
|
||||
{"tool": "rows-query", "table": "Orders", "columns": ["Item", "Qty"],
|
||||
"filter": {"and": [{"column": "Qty", "op": "gte", "value": 2},
|
||||
{"or": [{"column": "Item", "op": "starts-with", "value": "pen"},
|
||||
{"column": "Item", "op": "is-null"}]}]},
|
||||
"sort": [{"column": "Qty", "desc": true}], "limit": 50}
|
||||
```
|
||||
|
||||
- **Rows** come back as `{"id": n, "values": [...]}` in the order of the
|
||||
`columns` of the reply. `id` is the stable row ID of the table. It never
|
||||
changes and is never reused after a delete. Filters and sorts may name it with
|
||||
the label `_id`; no column may use that label. Omit `columns` to select all.
|
||||
- **Filter** is a tree of `and`, `or` and conditions: at most 8 levels and 64
|
||||
nodes. Operators are `eq`, `ne`, `lt`, `lte`, `gt`, `gte`, `in` (1 to 100
|
||||
`values`), `is-null`, `is-not-null`, and for text columns `contains`,
|
||||
`starts-with` and `ends-with`. A boolean column supports `eq`, `ne` and the
|
||||
null tests only. A node is exactly one of `and`, `or` or a condition; unknown
|
||||
fields in the arguments are refused.
|
||||
- **Text matching.** `eq`, `ne` and the order operators on text are
|
||||
case-sensitive and compare bytes. `contains`, `starts-with` and `ends-with`
|
||||
are ASCII case-insensitive and treat `%`, `_` and `\` in the value as plain
|
||||
characters. The value is at most 1024 bytes.
|
||||
- **NULL.** A comparison (`eq`, `ne`, `lt`, ..., `in`) never matches a NULL
|
||||
value, so `ne` does not return rows where the column is empty. Use
|
||||
`is-null` for those, for example `or` of `ne` and `is-null`. A comparison
|
||||
with a `null` value is refused. In a sort, NULL comes first ascending and last
|
||||
descending. Aggregates ignore NULL values; `count` without a column counts
|
||||
rows.
|
||||
- **Sort** takes at most 4 columns. Rows with equal keys are ordered by row ID,
|
||||
so a page boundary is stable.
|
||||
- **Pages.** `limit` is 1 to 500 and defaults to 50. When more rows match,
|
||||
`hasMore` is true and `cursor` is set; send it back with the same query to get
|
||||
the next page. A cursor is valid only for the same query and the same database
|
||||
revision; after any change the addon answers that the cursor is no longer
|
||||
valid and the caller starts again. There is no total count. Offsets beyond
|
||||
100000 rows are refused, so add a filter. A page is also cut at 512 KiB of
|
||||
JSON, and `hasMore` is set.
|
||||
- **Values in JSON.** text is a string, integer a JSON integer, real a finite
|
||||
number, boolean `true` or `false`, datetime an RFC 3339 string. Datetimes are
|
||||
stored in UTC with nine fractional digits and returned in UTC. Integers can be
|
||||
sent as a number or a decimal string; integers beyond +/- 2^53 are returned
|
||||
as strings so no precision is lost.
|
||||
- **Aggregates.** `aggregates` holds 1 to 8 of `{"fn": "count" | "sum" | "avg" |
|
||||
"min" | "max", "column": "..."}`. `sum` and `avg` need an integer or real
|
||||
column; `min` and `max` work on integer, real, text and datetime. `groupBy`
|
||||
names one column; groups are ordered by the group value and limited to 500,
|
||||
with `truncated` set when more exist. A sum that overflows 64 bits is an
|
||||
error, not a wrapped number.
|
||||
- **Cancellation.** A query is bound to the request context and to a per
|
||||
operation deadline; a cancelled or slow query is interrupted and returns an
|
||||
error. Each read sees one snapshot of one revision.
|
||||
|
||||
## Row changes
|
||||
|
||||
`rows-insert`, `rows-update` and `rows-delete` are changes under the host
|
||||
`write` action: Editors and Owners may propose them and the proposer confirms
|
||||
them in the host card. The addon refuses a row tool that arrives under another
|
||||
action and a schema tool that arrives under the `write` action.
|
||||
|
||||
- **Insert** takes 1 to 100 rows; each row maps column labels to values. A
|
||||
column that is left out gets its default, or NULL. A required column without a
|
||||
default must be given. An explicit `null` for a required column is refused
|
||||
even when it has a default. The whole batch commits or none of it.
|
||||
- **Update and delete** name their rows by exactly one of `ids` (distinct
|
||||
positive row IDs, all of which must exist) or `filter`. There is no way to
|
||||
touch every row without a filter that selects them, and no truncate. One
|
||||
operation changes at most 1000 rows; a broader filter is refused with a
|
||||
request to narrow it. An operation that matches no row is refused.
|
||||
- **Constraints.** Type, required and unique rules are enforced by the
|
||||
database. A violation rejects the whole operation, names the column by its
|
||||
label and leaves the data unchanged.
|
||||
- **Preview.** The preview runs the same code in a transaction that it rolls
|
||||
back. It reports the exact `count`, a sample of the first 10 rows (for update,
|
||||
the values before and after of the changed columns; for delete, the full
|
||||
rows), an `affectedHash` of the exact row ID set, and `dataLoss.rows` for a
|
||||
delete. A change that would break a unique rule fails at preview, so the card
|
||||
never offers it.
|
||||
- **Receipt.** The payload holds `count`, the affected `ids` and `affectedHash`.
|
||||
The receipt commits in the same transaction as the rows and the data revision
|
||||
step. LocalAI reports success only from the receipt.
|
||||
|
||||
### Revisions and staleness
|
||||
|
||||
The revision is conservative and per database. Every committed row change
|
||||
raises `data` by one in the same transaction; a schema change raises `schema`.
|
||||
Apply compares both numbers with the revision of the preview inside the
|
||||
transaction. If either moved, the change is rejected with
|
||||
`{"error":"stale", ...}`, and a new proposal and a new preview are required.
|
||||
Because the revision is unchanged, the set of rows a filter selects is the set
|
||||
that was previewed: a filter is never evaluated against rows that arrived after
|
||||
the preview. A write to any table of the database makes a pending row proposal
|
||||
stale, even when it touched unrelated rows. Two proposals made on the same
|
||||
revision cannot both apply: exactly one wins and the other is stale.
|
||||
|
||||
Row changes use the receipt rules above: the same operation ID with the same
|
||||
request replays one receipt, another request under the same ID is a conflict,
|
||||
and a rejected operation does not use up its ID.
|
||||
|
||||
## CSV export
|
||||
|
||||
`rows-export` writes the rows a table, a filter and a sort select to a CSV
|
||||
file. It is a read: it runs under the host `read` action, so an Owner, an
|
||||
Editor and a Viewer may export what they can read, and it needs no approval
|
||||
card. A chat tool call and the **Export CSV** button of a table page run the
|
||||
same tool.
|
||||
|
||||
```json
|
||||
{"tool": "rows-export", "table": "Orders", "columns": ["_id", "Item", "Qty"],
|
||||
"filter": {"column": "Qty", "op": "gte", "value": 2},
|
||||
"sort": [{"column": "Qty", "desc": true}], "maxRows": 5000}
|
||||
```
|
||||
|
||||
`columns`, `filter` and `sort` follow the rules of [Row queries](#row-queries).
|
||||
`columns` may name `_id` to write the row ID as a column; empty exports every
|
||||
column in schema order. `maxRows` is optional. There is no `limit` and no
|
||||
`cursor`: an export is the whole result, not a page.
|
||||
|
||||
### What the file holds
|
||||
|
||||
- One snapshot. The export reads the database in one read transaction, so every
|
||||
row comes from the same revision. A change that commits while the export
|
||||
runs is not in the file, and the export never blocks it. The file is written
|
||||
row by row through a small buffer; its memory use does not grow with the
|
||||
number of rows.
|
||||
- RFC 4180 records with a header row of the column labels and CRLF line ends.
|
||||
A field is quoted when it holds a comma, a quote, a CR or LF, or starts or
|
||||
ends with a space or tab. A quote inside a field is doubled.
|
||||
- UTF-8, with no byte order mark. Text is written as it is stored. A
|
||||
spreadsheet that guesses the encoding from the file may need to be told to
|
||||
read it as UTF-8.
|
||||
- NULL is an empty field with no quotes. An empty text value is `""`. A reader
|
||||
that does not tell the two apart reads both as an empty value.
|
||||
- Booleans are `true` or `false`. Integers are decimal and exact to 64 bits.
|
||||
Reals are the shortest decimal that reads back as the same number; very large
|
||||
or very small values use an exponent. Date-times are RFC 3339 in UTC.
|
||||
|
||||
### Spreadsheet formulas
|
||||
|
||||
A spreadsheet runs a cell that starts with `=`, `+`, `-`, `@`, a tab or a
|
||||
carriage return as a formula. The export therefore writes a single quote
|
||||
before every **text** cell, and every column label, that starts with one of
|
||||
those characters, as the OWASP guidance recommends: `=1+1` is written as
|
||||
`'=1+1`. A spreadsheet shows the quote as the text marker, not as part of the
|
||||
value.
|
||||
|
||||
Limits of this policy:
|
||||
|
||||
- Cells of integer, real, boolean and date-time columns are never prefixed. A
|
||||
negative number stays a number (`-4`).
|
||||
- The file now holds `'=1+1`, not the stored `=1+1`. A program that reads the
|
||||
CSV back must remove that quote itself; the export does not mark which cells
|
||||
it changed. A text value that really starts with `'` and a formula are
|
||||
therefore not told apart after the round trip.
|
||||
- A text value such as `-5 apples` also gets the prefix.
|
||||
- The policy protects the file against being run as a formula in a spreadsheet.
|
||||
It is not a defence for a program that treats CSV as trusted input.
|
||||
|
||||
### Backup, upgrade and restore
|
||||
|
||||
The databases are SQLite files under the data directory of the add-on, with one
|
||||
ledger. The host backs them up with `VACUUM INTO` while the add-on is stopped, so the
|
||||
copy is consistent and holds no write-ahead log (see "Data recovery" in the add-ons
|
||||
reference). Backup, restore and purge are not tools and not part of the manifest:
|
||||
the administrator's page uses the recovery routes, and no model can reach them.
|
||||
|
||||
Tables records the format of its data. `store.FormatVersion` is the format this
|
||||
build writes; it is kept in the `format` key of each database and, for the whole store,
|
||||
in the ledger. At start the executable calls `Upgrade`, which compares them, runs
|
||||
`Migrate(ctx, fromVersion, toVersion)` when the data is older and writes the progress
|
||||
to `migration.json`. Each database migrates in one transaction, so a step that fails
|
||||
leaves that database exactly as it was, and the store version is recorded last, so a
|
||||
run that stopped resumes. Data in a newer format than the executable reads stops the
|
||||
start with exit status 9 and is left as it is: the host then keeps the add-on
|
||||
unavailable instead of running it on data it cannot read. No step exists yet because
|
||||
the first format is the only one.
|
||||
|
||||
## Limits
|
||||
|
||||
| Limit | Value |
|
||||
|---|---|
|
||||
| Rows in one export | 1,000,000 |
|
||||
| Size of one file | 64 MiB, and never more than the host's file size bound |
|
||||
| Time for one export, snapshot to last byte | 25 seconds |
|
||||
| Exports staged at once in the addon | 16, at most 4 for one person |
|
||||
|
||||
A result past a bound makes the tool answer `{"exported": false, "error":
|
||||
"too-large"}` and creates no file; add a filter to export less. A `maxRows`
|
||||
above the row bound is refused the same way, not clipped. A staged export that
|
||||
the owner did not fetch within ten minutes expires; the addon removes expired
|
||||
files when it handles the next export or fetch, and removes every staged file
|
||||
when it starts.
|
||||
|
||||
### How the file reaches the person
|
||||
|
||||
There is no separate asynchronous export job in the addon. The CSV is written
|
||||
inside the read call, within the 25 second bound, because the owner needs the
|
||||
exact size before it moves a byte. A result that does not fit those bounds
|
||||
fails with `too-large` instead of running longer. The transfer from the addon
|
||||
to the owner's private store is the background job: the read returns at once
|
||||
with the artifact in state `transferring`, and the page and the chat ask the
|
||||
host for its state until it is final. Cancelling the transfer, a revoked share
|
||||
and a stopped addon end it and remove the partial bytes.
|
||||
|
||||
The addon writes the CSV into its private directory and answers with one
|
||||
output description: a name (`<table>.csv`), the media type `text/csv`, the exact
|
||||
size and an opaque handle bound to the operation, the person and the database.
|
||||
LocalAI streams the bytes from the addon, checks the size and replaces the
|
||||
handle by its own artifact identifier. The page, the chat and the model get
|
||||
that identifier, the name, the size and the expiry. They never get the addon's
|
||||
handle, a path or a URL. The transfer runs in the background; the artifact
|
||||
shows `transferring`, then `complete`, `failed` or `cancelled`, and an export
|
||||
that did not complete never becomes downloadable.
|
||||
|
||||
- `GET /api/addons/artifacts/{id}` is the transfer state, name, size and
|
||||
expiry. `GET /api/addons/artifacts/{id}/download` is the file, as an
|
||||
attachment with `X-Content-Type-Options: nosniff` and
|
||||
`Cache-Control: private, no-store`. Both need the person's own session or
|
||||
API key.
|
||||
- The file is private to the person who exported it. Sharing the database does
|
||||
not share a file. A person who is not the principal, an unknown identifier
|
||||
and an expired file all get the same 403.
|
||||
- Access to the database is checked again when the transfer completes and at
|
||||
every download, and a revocation stops a download in progress. After a
|
||||
viewer's share is withdrawn the viewer's earlier files stop downloading.
|
||||
A file already downloaded cannot be recalled.
|
||||
- A file expires one hour after it was made, and the person's quota is
|
||||
100 files. Expiry removes the file only. The database and any backup are
|
||||
not touched.
|
||||
- A disabled addon does not serve downloads; enabling it again serves the
|
||||
files that have not expired.
|
||||
- In single-owner mode there is one local owner and no separation between
|
||||
people, as for every other operation.
|
||||
|
||||
### In the pages and in chat
|
||||
|
||||
A table page has an **Export CSV** button for every role. It exports the table
|
||||
with the filter and sort of the view, optionally with the row ID, and then
|
||||
shows the host's file card: name, size, expiry and the download button. In
|
||||
chat, an export tool call is answered with the same card. The chat stores only
|
||||
the artifact identifier; after expiry the card says the file expired.
|
||||
|
||||
## Limits
|
||||
|
||||
- One name per database, no uniqueness rule across databases.
|
||||
- Rename needs the schema revision from the preview. A changed schema makes
|
||||
the rename rejected, and a new preview is required.
|
||||
- The data directory holds the databases and a small operation ledger. Both
|
||||
are kept when the addon is disabled or uninstalled.
|
||||
|
||||
## How to try it
|
||||
|
||||
The addon is not published in a catalog yet. Acceptance builds the package locally and
|
||||
installs it from a catalog on loopback; it never pushes, tags or signs. Build the executable, put it in a
|
||||
package with `manifest.json` from `addons/tables`, and install the package from
|
||||
a local source as described in [Addon contracts](../addons/). The suite
|
||||
`sh scripts/addons/verify.sh tables-databases` runs the store and the real
|
||||
executable under the real supervisor. The suite
|
||||
`sh scripts/addons/verify.sh tables-schema` covers the schema operations,
|
||||
revisions and receipts.
|
||||
The suite `sh scripts/addons/verify.sh tables-rows` covers queries, filters,
|
||||
aggregates and confirmed row changes with the real executable.
|
||||
The suite `sh scripts/addons/verify.sh tables-tools` covers the model tools,
|
||||
the consumer inventory, the pending proposal list and the approval card in a
|
||||
real browser against the real owner.
|
||||
The suite `sh scripts/addons/verify.sh tables-csv` covers the CSV export: the
|
||||
snapshot and encoding rules, the output handles, the private artifacts of the
|
||||
real owner and the download from the owner and two frontends.
|
||||
The suite `sh scripts/addons/verify.sh tables-ui` covers the pages: the node
|
||||
tests of the field codecs, the filter builder, the batch bounds and the build,
|
||||
the UI-intent change route against the real owner, and a browser spec with
|
||||
real sessions for the roles, private defaults, sharing and a concurrent revoke,
|
||||
destructive deletion, a stale tab after an upgrade or a disable, the database of
|
||||
a chat for two conversations and two people, keyboard, 400 pixels, both themes,
|
||||
clearing on sign-out and local-owner mode.
|
||||
The suite `sh scripts/addons/verify.sh tables-acceptance` is the end-to-end
|
||||
acceptance (see [Acceptance](../../development/addon-testing/#tables-acceptance)).
|
||||
The suite `sh scripts/addons/verify.sh tables-admin` covers the UI-only
|
||||
management of databases with the real owner, real accounts and the real
|
||||
executable: private defaults, the owner, editor and viewer matrix, sharing and
|
||||
the user picker, deletion and its crash reconciliation, the database of a
|
||||
conversation, and the answers of a forwarding frontend.
|
||||
@@ -80,7 +80,7 @@ this control may ignore it.
|
||||
|
||||
## Voice Library
|
||||
|
||||
Administrators can manage reusable voice-cloning references from **Build → Voices → Speech voices** in the LocalAI WebUI. (Speakers, the first tab of the same page, is a separate feature: voiceprints for recognising who is speaking. See [Voice recognition](/features/voice-recognition/).) The library replaces per-model filesystem and YAML setup for supported cloning backends:
|
||||
Administrators can manage reusable voice-cloning references from the **Library** tab of the Voice add-on (**Add-ons → Voice**) in the LocalAI WebUI. (Recognition, the first tab of that page, is a separate feature: voiceprints for recognising who is speaking. See [Voice recognition](/features/voice-recognition/).) The library replaces per-model filesystem and YAML setup for supported cloning backends:
|
||||
|
||||
1. Select **Add a speech voice** and upload or record a clear reference clip. A speech voice can also be made while enrolling a speaker, from the enrol sheet.
|
||||
2. Enter the exact words spoken in the clip. Add more audio/transcript pairs when the personality needs more examples.
|
||||
|
||||
@@ -559,9 +559,9 @@ default only applies when omitted.
|
||||
|
||||
## The WebUI page
|
||||
|
||||
**Build → Voices** has three tabs. **Speakers** is this feature. **Speech voices** is the [Voice Library](/features/text-to-audio/#voice-library) for text-to-speech, a different store with its own recordings and transcripts. **From a recording** links to the diarization workspace, where a speaker can be named and remembered.
|
||||
The page is the **Recognition** tab of the Voice add-on (**Add-ons → Voice**, `/app/addons/voice/voice/recognition`). Install the add-on from **Browse add-ons** and start it; the old `/app/voice` link opens the same page in the core web UI until then. The page calls the `/v1/voice/*` routes described on this page with your own session. The Voice page has four tabs. **Recognition** is this feature. **Library** is the [Voice Library](/features/text-to-audio/#voice-library) for text-to-speech, a different store with its own recordings and transcripts. **Text to speech** speaks text with a voice model. **From a recording** links to the diarization workspace, where a speaker can be named and remembered.
|
||||
|
||||
On Speakers:
|
||||
On the Recognition tab:
|
||||
|
||||
- **Who is this** matches a clip against the people you enrolled (`POST /v1/voice/identify`). The answer is a sentence with the real distance and the cut-off, a word for how far inside the cut-off it sits (strong, likely, close call), and a scale with the cut-off drawn on it. The cut-off slider re-reads the answer in the browser; it does not call the server again. The page sends the cut-off in the request, 0.25 by default.
|
||||
- **Same person?** compares two clips (`POST /v1/voice/verify`) and uses the threshold the model returns. The word is not a probability, and the page says so.
|
||||
|
||||
@@ -63,6 +63,7 @@ Application shutdown has no context parameter; work that ignores cancellation ca
|
||||
| `--localai-config-dir-poll-interval` | | Time duration to poll the LocalAI Config Dir if your system has broken fsnotify events (example: `1m`) | `$LOCALAI_CONFIG_DIR_POLL_INTERVAL` |
|
||||
|
||||
| `--models-config-file` | | YAML file containing a list of model backend configs (alias: `--config-file`) | `$LOCALAI_MODELS_CONFIG_FILE`, `$CONFIG_FILE` |
|
||||
| `--addon-host-ops` | `fine-tuning=finetune.,quantization=quantize.` | Add-ons that may call host operations, as a comma list of `addon-id=operation-prefix`. An add-on that is not listed gets no host operation channel; an empty value lists none. See [Host operations]({{% relref "features/addons" %}}) | `$LOCALAI_ADDON_HOST_OPS` |
|
||||
| `--artifact-download-concurrency` | `1` | How many files of a model artifact to download at once. `1` downloads sequentially. Raising it helps artifacts split into many files on a fast link, at the cost of more concurrent load on the models volume. Whole files only — a single file is never split, so resume and per-file checksum verification are unaffected | `$LOCALAI_ARTIFACT_DOWNLOAD_CONCURRENCY` |
|
||||
|
||||
Backend processes receive a private scratch directory through `TMPDIR`, `TMP`,
|
||||
|
||||
Reference in new issue
Block a user