Files
LocalAI/core/services/backends.go
Ettore Di Giacinto e1874cdb54 feat(ui): add mask to install custom backends (#7559)
* feat: allow to install backends from URL in the WebUI and API

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* tests

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* trace backends installations

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-12-13 19:11:32 +01:00

176 lines
6.2 KiB
Go

package services
import (
"context"
"errors"
"fmt"
"path/filepath"
"strings"
"github.com/mudler/LocalAI/core/config"
"github.com/mudler/LocalAI/core/gallery"
"github.com/mudler/LocalAI/pkg/downloader"
"github.com/mudler/LocalAI/pkg/model"
"github.com/mudler/LocalAI/pkg/system"
"github.com/mudler/LocalAI/pkg/utils"
"github.com/rs/zerolog/log"
)
func (g *GalleryService) backendHandler(op *GalleryOp[gallery.GalleryBackend, any], systemState *system.SystemState) error {
utils.ResetDownloadTimers()
// Check if already cancelled
if op.Context != nil {
select {
case <-op.Context.Done():
g.UpdateStatus(op.ID, &GalleryOpStatus{
Cancelled: true,
Processed: true,
Message: "cancelled",
GalleryElementName: op.GalleryElementName,
})
return op.Context.Err()
default:
}
}
g.UpdateStatus(op.ID, &GalleryOpStatus{Message: fmt.Sprintf("processing backend: %s", op.GalleryElementName), Progress: 0, Cancellable: true})
// displayDownload displays the download progress
progressCallback := func(fileName string, current string, total string, percentage float64) {
// Check for cancellation during progress updates
if op.Context != nil {
select {
case <-op.Context.Done():
return
default:
}
}
g.UpdateStatus(op.ID, &GalleryOpStatus{Message: fmt.Sprintf(processingMessage, fileName, total, current), FileName: fileName, Progress: percentage, TotalFileSize: total, DownloadedFileSize: current, Cancellable: true})
utils.DisplayDownloadFunction(fileName, current, total, percentage)
}
ctx := op.Context
if ctx == nil {
ctx = context.Background()
}
var err error
if op.Delete {
err = gallery.DeleteBackendFromSystem(g.appConfig.SystemState, op.GalleryElementName)
g.modelLoader.DeleteExternalBackend(op.GalleryElementName)
} else if op.ExternalURI != "" {
// External backend installation (OCI image, URL, or path)
log.Info().Str("uri", op.ExternalURI).Str("name", op.ExternalName).Str("alias", op.ExternalAlias).Msg("Installing external backend")
err = InstallExternalBackend(ctx, g.appConfig.BackendGalleries, systemState, g.modelLoader, progressCallback, op.ExternalURI, op.ExternalName, op.ExternalAlias)
// Update GalleryElementName for status tracking if a name was derived
if op.ExternalName != "" {
op.GalleryElementName = op.ExternalName
}
} else {
// Standard gallery installation
log.Warn().Msgf("installing backend %s", op.GalleryElementName)
log.Debug().Msgf("backend galleries: %v", g.appConfig.BackendGalleries)
err = gallery.InstallBackendFromGallery(ctx, g.appConfig.BackendGalleries, systemState, g.modelLoader, op.GalleryElementName, progressCallback, true)
}
if err != nil {
// Check if error is due to cancellation
if op.Context != nil && errors.Is(err, op.Context.Err()) {
g.UpdateStatus(op.ID, &GalleryOpStatus{
Cancelled: true,
Processed: true,
Message: "cancelled",
GalleryElementName: op.GalleryElementName,
})
return err
}
log.Error().Err(err).Msgf("error installing backend %s", op.GalleryElementName)
if !op.Delete {
// If we didn't install the backend, we need to make sure we don't have a leftover directory
gallery.DeleteBackendFromSystem(systemState, op.GalleryElementName)
}
return err
}
g.UpdateStatus(op.ID,
&GalleryOpStatus{
Deletion: op.Delete,
Processed: true,
GalleryElementName: op.GalleryElementName,
Message: "completed",
Progress: 100,
Cancellable: false})
return nil
}
// InstallExternalBackend installs a backend from an external source (OCI image, URL, or path).
// This method contains the logic to detect the input type and call the appropriate installation function.
// It can be used by both CLI and Web UI for installing backends from external sources.
func InstallExternalBackend(ctx context.Context, galleries []config.Gallery, systemState *system.SystemState, modelLoader *model.ModelLoader, downloadStatus func(string, string, string, float64), backend, name, alias string) error {
uri := downloader.URI(backend)
switch {
case uri.LooksLikeDir():
if name == "" { // infer it from the path
name = filepath.Base(backend)
}
log.Info().Str("backend", backend).Str("name", name).Msg("Installing backend from path")
if err := gallery.InstallBackend(ctx, systemState, modelLoader, &gallery.GalleryBackend{
Metadata: gallery.Metadata{
Name: name,
},
Alias: alias,
URI: backend,
}, downloadStatus); err != nil {
return fmt.Errorf("error installing backend %s: %w", backend, err)
}
case uri.LooksLikeOCI() && !uri.LooksLikeOCIFile():
if name == "" {
return fmt.Errorf("specifying a name is required for OCI images")
}
log.Info().Str("backend", backend).Str("name", name).Msg("Installing backend from OCI image")
if err := gallery.InstallBackend(ctx, systemState, modelLoader, &gallery.GalleryBackend{
Metadata: gallery.Metadata{
Name: name,
},
Alias: alias,
URI: backend,
}, downloadStatus); err != nil {
return fmt.Errorf("error installing backend %s: %w", backend, err)
}
case uri.LooksLikeOCIFile():
derivedName, err := uri.FilenameFromUrl()
if err != nil {
return fmt.Errorf("failed to get filename from URL: %w", err)
}
// strip extension if any
derivedName = strings.TrimSuffix(derivedName, filepath.Ext(derivedName))
// Use provided name if available, otherwise use derived name
if name == "" {
name = derivedName
}
log.Info().Str("backend", backend).Str("name", name).Msg("Installing backend from OCI image")
if err := gallery.InstallBackend(ctx, systemState, modelLoader, &gallery.GalleryBackend{
Metadata: gallery.Metadata{
Name: name,
},
Alias: alias,
URI: backend,
}, downloadStatus); err != nil {
return fmt.Errorf("error installing backend %s: %w", backend, err)
}
default:
// Treat as gallery backend name
if name != "" || alias != "" {
return fmt.Errorf("specifying a name or alias is not supported for gallery backends")
}
err := gallery.InstallBackendFromGallery(ctx, galleries, systemState, modelLoader, backend, downloadStatus, true)
if err != nil {
return fmt.Errorf("error installing backend %s: %w", backend, err)
}
}
return nil
}