* feat(function): Add XML Tool Call Parsing Support
Extend the function parsing system in LocalAI to support XML-style tool calls, similar to how JSON tool calls are currently parsed. This will allow models that return XML format (like <tool_call><function=name><parameter=key>value</parameter></function></tool_call>) to be properly parsed alongside text content.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* thinking before tool calls, more strict support for corner cases with no tools
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Support streaming tools
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Iterative JSON
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Iterative parsing
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Consume JSON marker
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fixup
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* add tests
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Fix pending TODOs
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* Don't run other parsing with ParseRegex
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: resolve duplicate MCP route registration causing 50% failure rate
Fixes#7772
The issue was caused by duplicate registration of the MCP endpoint
/mcp/v1/chat/completions in both openai.go and localai.go, leading
to a race condition where requests would randomly hit different
handlers with incompatible behaviors.
Changes:
- Removed duplicate MCP route registration from openai.go
- Kept the localai.MCPStreamEndpoint as the canonical handler
- Added all three MCP route patterns for backward compatibility:
* /v1/mcp/chat/completions
* /mcp/v1/chat/completions
* /mcp/chat/completions
- Added comments to clarify route ownership and prevent future conflicts
- Fixed formatting in ui_api.go
The localai.MCPStreamEndpoint handler is more feature-complete as it
supports both streaming and non-streaming modes, while the removed
openai.MCPCompletionEndpoint only supported synchronous requests.
This eliminates the ~50% failure rate where the cogito library would
receive "Invalid http method" errors when internal HTTP requests were
routed to the wrong handler.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Signed-off-by: majiayu000 <1835304752@qq.com>
* Address feedback from review
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: majiayu000 <1835304752@qq.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
* chore: drop mode from image generation(unused)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(UI): improve image generation front-end
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* feat(UI): only ref images. files is to be deprecated
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* do not override default steps
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
fix: validate MCP configuration in model config
Fixes#7334
The Validate() function was not checking if MCP configuration
(mcp.stdio and mcp.remote) contains valid JSON. This caused
malformed JSON with missing commas to be silently accepted.
Changes:
- Add MCP configuration validation to ModelConfig.Validate()
- Properly report validation errors instead of discarding them
- Add test cases for valid and invalid MCP configurations
The fix ensures that malformed JSON in MCP config sections
will now be caught and reported during validation.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>
* fix: Add usage fields to image generation response for OpenAI API compatibility
Fixes#7354
Added input_tokens, output_tokens, and input_tokens_details fields to the
image generation API response to comply with OpenAI's image generation API
specification. This resolves validation errors in LiteLLM and the OpenAI SDK.
Changes:
- Added InputTokensDetails struct with text_tokens and image_tokens fields
- Extended OpenAIUsage struct with input_tokens, output_tokens, and input_tokens_details
- Updated ImageEndpoint to populate usage object with required fields
- Updated InpaintingEndpoint to populate usage object with required fields
- All fields initialized to 0 as per current behavior
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Signed-off-by: majiayu000 <1835304752@qq.com>
* fix: Correct usage field types for image generation API compatibility
Changed InputTokens and OutputTokens from pointer types (*int) to
regular int types to match OpenAI API specification. This fixes
validation errors with LiteLLM and OpenAI SDK when parsing image
generation responses.
Fixes#7354🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Signed-off-by: majiayu000 <1835304752@qq.com>
---------
Signed-off-by: majiayu000 <1835304752@qq.com>
Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.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: 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>
* fix: default to 10seconds of watchdog if runtime setting is malformed
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* fix: use gosigar for RAM estimation
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
---------
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Fixes a minor glitch that happens when switching model in from the chat
pane where the header was not getting updated. Besides, it allows to
create new chat directly when clicking from the management pane to the
model.
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
* 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(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>
This removes any ambiguity from how paths are handled, and at the same
time it uniforms the ui paths with the other paths that don't have a
trailing slash
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Skip tests that are already run on other jobs and not really adding anything here. We have already functional tests that cover apple.
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
* 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>
