* 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>
* feat(ui): add users and authentication support
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: allow the admin user to impersonificate users
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: ui improvements, disable 'Users' button in navbar when no auth is configured
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: add OIDC support
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: gate models
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: cache requests to optimize speed
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* small UI enhancements
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(ui): style improvements
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: cover other paths by auth
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: separate local auth, refactor
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* security hardening, approval mode
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: fix tests and expectations
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore: update localagi/localrecall
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
- Add 'agent' subcommand with 'run' and 'list' sub-commands
- Support running agents by name from pool.json registry
- Support running agents from JSON config files
- Implement foreground mode with --prompt flag for single-turn interactions
- Reuse AgentPoolService for consistent agent initialization
- Add comprehensive unit tests for config loading and overrides
Fixes#8960
Signed-off-by: localai-bot <localai-bot@users.noreply.github.com>
Co-authored-by: localai-bot <localai-bot@noreply.github.com>
Also test for regressions in HTTP GET API key exempted endpoints because
this list can get out of sync with the UI routes.
Also fix support for proxying on a different prefix both server and
client side.
Signed-off-by: Richard Palethorpe <io@richiejp.com>
Otherwise if using collections with postgresql we create a deadlock, as
we need embeddings to be up
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
feat: standardize CLI flag naming to kebab-case with backwards compatibility
- Rename --p2ptoken to --p2p-token for consistency
- Add deprecation alias for old --p2ptoken flag
- Fix broken name tag in config check command
- Add runtime deprecation warning system (core/cli/deprecations.go)
- Document kebab-case naming convention in code comments
- Maintain full backwards compatibility via kong aliases
Co-authored-by: localai-bot <localai-bot@noreply.github.com>
* feat(mlx-distributed): add new MLX-distributed backend
Add new MLX distributed backend with support for both TCP and RDMA for
model sharding.
This implementation ties in the discovery implementation already in
place, and re-uses the same P2P mechanism for the TCP MLX-distributed
inferencing.
The Auto-parallel implementation is inspired by Exo's
ones (who have been added to acknowledgement for the great work!)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* expose a CLI to facilitate backend starting
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: make manual rank0 configurable via model configs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add missing features from mlx backend
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Apply suggestion from @mudler
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
feat: add --data-path CLI flag for persistent data separation
- Add LOCALAI_DATA_PATH environment variable and --data-path CLI flag
- Default data path: /data (separate from configuration directory)
- Automatic migration on startup: moves agent_tasks.json, agent_jobs.json, collections/, and assets/ from old config dir to new data path
- Backward compatible: preserves old behavior if LOCALAI_DATA_PATH is not set
- Agent state and job directories now use DataPath with proper fallback chain
- Update documentation with new flag and docker-compose example
This separates mutable persistent data (collectiondb, agents, assets, skills) from configuration files, enabling better volume mounting and data persistence in containerized deployments.
Signed-off-by: localai-bot <localai-bot@noreply.github.com>
Co-authored-by: localai-bot <localai-bot@noreply.github.com>
feat: add shell completion support for bash, zsh, and fish
- Add core/cli/completion.go with dynamic completion script generation
- Add core/cli/completion_test.go with unit tests
- Modify cmd/local-ai/main.go to support completion command
- Modify core/cli/cli.go to add Completion subcommand
- Add docs/content/features/shell-completion.md with installation instructions
The completion scripts are generated dynamically from the Kong CLI model,
so they automatically include all commands, subcommands, and flags.
Co-authored-by: localai-bot <localai-bot@noreply.github.com>
* feat: add standalone and agentic functionalities
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* expose agents via responses api
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: Add LOCALAI_DISABLE_MCP environment variable to disable MCP support
- Added DisableMCP field to RunCMD struct in core/cli/run.go
- Added LOCALAI_DISABLE_MCP environment variable support
- Added DisableMCP field to ApplicationConfig struct
- Added DisableMCP AppOption function
- Updated MCP endpoint routing to check appConfig.DisableMCP
- When LOCALAI_DISABLE_MCP is set to true/1/yes, MCP endpoints are not registered
When set, all MCP functionality is disabled and appropriate error messages
are returned to users.
Use Cases:
- Security-conscious deployments where MCP is not needed
- Reducing attack surface
- Compliance requirements that prohibit certain protocol support
Environment variable: LOCALAI_DISABLE_MCP=true
Signed-off-by: localai-bot <localai-bot@users.noreply.github.com>
* docs: Add documentation for LOCALAI_DISABLE_MCP environment variable
- Add section explaining how to disable MCP support using environment variable
- Document use cases for disabling MCP
- Provide examples for CLI and Docker usage
Signed-off-by: localai-bot <localai-bot@users.noreply.github.com>
---------
Signed-off-by: localai-bot <localai-bot@users.noreply.github.com>
Co-authored-by: localai-bot <localai-bot@users.noreply.github.com>
* feat(musicgen): add ace-step and UI interface
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Correctly handle model dir
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Drop auto-download
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add to models, fixup UIs icons
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Update docs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* l4t13 is incompatbile
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* avoid pinning version for cuda12
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Drop l4t12
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* WIP response format implementation for audio transcriptions
(cherry picked from commit e271dd764bbc13846accf3beb8b6522153aa276f)
Signed-off-by: Andres Smith <andressmithdev@pm.me>
* Rework transcript response_format and add more formats
(cherry picked from commit 6a93a8f63e2ee5726bca2980b0c9cf4ef8b7aeb8)
Signed-off-by: Andres Smith <andressmithdev@pm.me>
* Add test and replace go-openai package with official openai go client
(cherry picked from commit f25d1a04e46526429c89db4c739e1e65942ca893)
Signed-off-by: Andres Smith <andressmithdev@pm.me>
* Fix faster-whisper backend and refactor transcription formatting to also work on CLI
Signed-off-by: Andres Smith <andressmithdev@pm.me>
(cherry picked from commit 69a93977d5e113eb7172bd85a0f918592d3d2168)
Signed-off-by: Andres Smith <andressmithdev@pm.me>
---------
Signed-off-by: Andres Smith <andressmithdev@pm.me>
Co-authored-by: nanoandrew4 <nanoandrew4@gmail.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
* feat: allow to set forcing backends eviction while requests are in flight
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat: try to make the request sit and retry if eviction couldn't be done
Otherwise calls that in order to pass would need to shutdown other
backends would just fail.
In this way instead we make the request sit and retry eviction until it
succeeds. The thresholds can be configured by the user.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* add tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* expose settings to CLI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Update docs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* chore(makefile): Add buildargs for sd and cuda when building backend
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* feat(whisper): Add prompt to condition transcription output
Signed-off-by: Richard Palethorpe <io@richiejp.com>
---------
Signed-off-by: Richard Palethorpe <io@richiejp.com>
* 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>
* 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(agent): agent jobs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Multiple webhooks, simplify
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Do not use cron with seconds
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Create separate pages for details
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Detect if no models have MCP configuration, show wizard
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Make services test to run
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* More appropriate place for data storing
The /usr/share subtree in Linux is used for data that generally are not
supposed to change. Conventional places for changeable data are usually
located under /var, so /var/lib seems to be a reasonable default here.
* Data paths consistency fix
* Directory name consistency fix
* feat(ui): add watchdog settings
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Do not re-read env
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Some refactor, move other settings to runtime (p2p)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add API Keys handling
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Allow to disable runtime settings
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Documentation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Small fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* show MCP toggle in index
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Drop context default
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>
* WIP - add endpoint
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Rename
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Wire the Completion API
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Try to make it functional
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Almost functional
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Bump golang versions used in tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add description of the tool
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Make it working
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Small optimizations
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Cleanup/refactor
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Update docs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add launcher (WIP)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Update gomod
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Cleanup, focus on systray
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Separate launcher from main
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add a way to identify the binary version
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Implement save config, and start on boot
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Small fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Save installed version as metadata
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Stop LocalAI on quit
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fix goreleaser
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Check first if binary is there
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* do not show version if we don't have it
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Try to build on CI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* use fyne package
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Add to release
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fyne.Do
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* show WEBUI button only if LocalAI is started
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Default to localhost
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* CI
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Show rel notes
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Update logo
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Small improvements and fix tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Try to fix e2e tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(p2p): sync models between federated nodes
This change makes sure that between federated nodes all the models are
synced with each other.
Note: this works exclusively with models belonging to a gallery. It does
not sync files between the nodes, but rather it synces the node setup.
E.g. All the nodes needs to have configured the same galleries and
install models without any local editing.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Make nodes stable
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixups on syncing
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* ui: improve p2p view
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>
