- Add upgrade banner on Backends page showing count and Upgrade All button
- Fix upgrade detection for backends installed before version tracking:
flag as upgradeable when gallery has a version but installed has none
- Fix OCI digest check to flag backends with no stored digest as upgradeable
Add CheckBackendUpgrades() to compare installed backend versions/digests
against gallery entries, and UpgradeBackend() to perform atomic upgrades
with backup-based rollback on failure. Includes Agent A's data model
changes (Version/URI/Digest fields, GetImageDigest).
Add Version, URI, and Digest fields to BackendMetadata for tracking
installed backend versions and enabling upgrade detection. Add Version
field to GalleryBackend. Add UpgradeAvailable/AvailableVersion fields
to SystemBackend. Implement GetImageDigest() for lightweight OCI digest
lookups via remote.Head. Record version, URI, and digest at install time
in InstallBackend() and propagate version through meta backends.
* feat: add distributed mode (experimental)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix data races, mutexes, transactions
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactorings
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix events and tool stream in agent chat
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* use ginkgo
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(cron): compute correctly time boundaries avoiding re-triggering
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* enhancements, refactorings
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* do not flood of healthy checks
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* do not list obvious backends as text backends
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* tests fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactoring and consolidation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Drop redundant healthcheck
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* enhancements, refactorings
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
This actually caused fallbacks to be compeletely no-op as we were
removing the destination dir before calling containerd.Apply
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: wire min_p
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: inferencing defaults
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(refactor): re-use iterative parser
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: generate automatically inference defaults from unsloth
Instead of trying to re-invent the wheel and maintain here the inference
defaults, prefer to consume unsloth ones, and contribute there as
necessary.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: apply defaults also to models installed via gallery
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: be consistent and apply fallback to all endpoint
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: add fine-tuning endpoint
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(experimental): add fine-tuning endpoint and TRL support
This changeset defines new GRPC signatues for Fine tuning backends, and
add TRL backend as initial fine-tuning engine. This implementation also
supports exporting to GGUF and automatically importing it to LocalAI
after fine-tuning.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* commit TRL backend, stop by killing process
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* move fine-tune to generic features
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* add evals, reorder menu
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fix tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
The Search() method uses strings.Contains() on comma-joined tags,
causing substring false positives (e.g., "asr" matching "image-diffusers").
Add FilterByTag() method that checks each tag with strings.EqualFold()
for exact, case-insensitive matching. Add 'tag' query parameter to
/api/models and /api/backends endpoints. Update the React frontend to
send filter selections as 'tag' instead of 'term'.
Closes#8775
Signed-off-by: majiayu000 <1835304752@qq.com>
* feat(ui, gallery): Display and filter by the backend models use
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* feat(ui): Add searchable model backend/model selector and prevent delete models being selected
Signed-off-by: Richard Palethorpe <io@richiejp.com>
---------
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* fix: include model name in mmproj file path to prevent model isolation issues
This fix addresses issue #8937 where different models with mmproj files
having the same filename (e.g., mmproj-F32.gguf) would overwrite each other.
By including the model name in the path (llama-cpp/mmproj/<model-name>/<filename>),
each model's mmproj files are now stored in separate directories, preventing
the collision that caused conversations to fail when switching between models.
Fixes#8937
Signed-off-by: LocalAI Bot <localai-bot@example.com>
* test: update test expectations for model name in mmproj path
The test file had hardcoded expectations for the old mmproj path format.
Updated the test expectations to include the model name subdirectory
to match the new path structure introduced in the fix.
Fixes CI failures on tests-apple and tests-linux
* fix: add model name to model path for consistency with mmproj path
This change makes the model path consistent with the mmproj path by
including the model name subdirectory in both paths:
- mmproj: llama-cpp/mmproj/<model-name>/<filename>
- model: llama-cpp/models/<model-name>/<filename>
This addresses the reviewer's feedback that the model config generation
needs to correctly reference the mmproj file path.
Fixes the issue where the model path didn't include the model name
subdirectory while the mmproj path did.
Signed-off-by: team-coding-agent-1 <team-coding-agent-1@localai.dev>
---------
Signed-off-by: LocalAI Bot <localai-bot@example.com>
Signed-off-by: team-coding-agent-1 <team-coding-agent-1@localai.dev>
Co-authored-by: team-coding-agent-1 <team-coding-agent-1@localai.dev>
When a backend download fails (e.g., on Mac OS with port conflicts causing
connection issues), the backend directory is left with partial files.
This causes subsequent installation attempts to fail with 'run file not
found' because the sanity check runs on an empty/partial directory.
This fix cleans up the backend directory when the initial download fails
before attempting fallback URIs or mirrors. This ensures a clean state
for retry attempts.
Fixes: #8016
Signed-off-by: localai-bot <localai-bot@users.noreply.github.com>
Co-authored-by: localai-bot <localai-bot@users.noreply.github.com>
* fix(gallery): add fallback URI resolution for backend installation
When a backend installation fails (e.g., due to missing 'latest-' tag),
try fallback URIs in order:
1. Replace 'latest-' with 'master-' in the URI
2. If that fails, append '-development' to the backend name
This fixes the issue where backend index entries don't match the
repository tags. For example, installing 'ace-step' tries to download
'latest-gpu-nvidia-cuda-13-ace-step' but only 'master-gpu-nvidia-cuda-13-ace-step'
exists in the quay.io registry.
Fixes: #8437
Signed-off-by: localai-bot <139863280+localai-bot@users.noreply.github.com>
* chore(gallery): make fallback URI patterns configurable via env vars
---------
Signed-off-by: localai-bot <139863280+localai-bot@users.noreply.github.com>
Closes#8119
When installing models from the gallery, files are created with 0600
permissions (owner read/write only), making them unreadable by the
LocalAI server when running as a different user.
This fix changes the permissions to 0644 (owner read/write, group/others
read), allowing the server to read model files regardless of the user
it runs as.
Co-authored-by: localai-bot <localai-bot@users.noreply.github.com>
Fixes#7420
Added nil checks before calling mergo.Merge in InstallModelFromGallery and InstallModel
functions to prevent panic when req.Overrides or configOverrides are nil. The panic was
occurring at models.go:248 during Qwen-Image-Edit gallery model download.
Changes:
- Added nil check for req.Overrides before merging in InstallModelFromGallery (line 126)
- Added nil check for configOverrides before merging in InstallModel (line 248)
- Added test case to verify nil configOverrides are handled without panic
Signed-off-by: majiayu000 <1835304752@qq.com>
* feat(loader): refactor single active backend support to LRU
This changeset introduces LRU management of loaded backends. Users can
set now a maximum number of models to be loaded concurrently, and, when
setting LocalAI in single active backend mode we set LRU to 1 for
backward compatibility.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: add tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Update docs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(ui): improve table view and let items to be sorted
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* refactorings
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: add tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: use constants
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(importer): support ollama and OCI, unify code
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: support importing from local file
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* support also yaml config files
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Correctly handle local files
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Extract importing errors
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add importer tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add integration tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(UX): improve and specify supported URI formats
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fail if backend does not have a runfile
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Adapt tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(gallery): add cache for galleries
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(ui): remove handler duplicate
File input handlers are now handled by Alpine.js @change handlers in chat.html.
Removed duplicate listeners to prevent files from being processed twice
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(ui): be consistent in attachments in the chat
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fail if no importer matches
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: propagate ops correctly
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(ui): allow to cancel ops
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Improve progress text
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Cancel queued ops, don't show up message cancellation always
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: fixup displaying of total progress over multiple files
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: initial hook to install elements directly
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* WIP: ui changes
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Move HF api client to pkg
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add simple importer for gguf files
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add opcache
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* wire importers to CLI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add omitempty to config fields
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fix tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add MLX importer
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Small refactors to star to use HF for discovery
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Common preferences
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add support to bare HF repos
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(importer/llama.cpp): add support for mmproj files
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* add mmproj quants to common preferences
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fix vlm usage in tokenizer mode with llama.cpp
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: allow to install with pip
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* WIP
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Make the backend to build and actually work
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* List models from system only
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add script to build darwin python backends
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Run protogen in libbackend
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Detect if mps is available across python backends
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* CI: try to build backend
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Debug CI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Index mlx-vlm
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Remove mlx-vlm
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Drop CI test
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(webui): add import/edit model page
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Convert to a YAML editor
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Pass by the baseurl
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Simplify
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Improve visibility of the yaml editor
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add test file
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Make reset work
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Emit error only if we can't delete the model yaml file
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
- Add a system backend path
- Refactor and consolidate system information in system state
- Use system state in all the components to figure out the system paths
to used whenever needed
- Refactor BackendConfig -> ModelConfig. This was otherway misleading as
now we do have a backend configuration which is not the model config.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
In this case we generate one on the fly and we infer the metadata we
can.
Obviously this have the side effect of not being able to register
potential aliases.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* migrate core/system to pkg/system - it has no dependencies FROM core, and IS USED in pkg
Signed-off-by: Dave Lee <dave@gray101.com>
* move pkg/templates up to core/templates -- nothing in pkg references it, but it does reference core.
Signed-off-by: Dave Lee <dave@gray101.com>
* remove extra check, len of nil is 0
Signed-off-by: Dave Lee <dave@gray101.com>
* move pkg/startup to core/startup -- it does have important and unfixable dependencies on core
Signed-off-by: Dave Lee <dave@gray101.com>
---------
Signed-off-by: Dave Lee <dave@gray101.com>
* feat: split remaining backends and drop embedded backends
- Drop silero-vad, huggingface, and stores backend from embedded
binaries
- Refactor Makefile and Dockerfile to avoid building grpc backends
- Drop golang code that was used to embed backends
- Simplify building by using goreleaser
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(gallery): be specific with llama-cpp backend templates
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(docs): update
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(ci): minor fixes
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: drop all ffmpeg references
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: run protogen-go
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Always enable p2p mode
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Update gorelease file
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix(stores): do not always load
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fix linting issues
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Simplify
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Mac OS fixup
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
