Files
LocalAI/pkg/mcp/localaitools/tools.go
Richard Palethorpe 6a80e23733 feat(middleware): Model routing, PII filtering, Cloud model proxies (#9802)
Add a routing middleware stack and a cloud-proxy backend.

* cloud-proxy: a Go gRPC backend that forwards OpenAI- and
  Anthropic-shaped chat requests to upstream providers, with an
  optional translate mode (OpenAI request -> Anthropic /v1/messages
  -> OpenAI response) and full tool-calling support.

* routing: admission control, content-aware model routing
  (embedding cache + classifier + rerank + Arch-Router score),
  PII detection/redaction (regex + NER) with streaming filter and
  OpenAI/Anthropic adapters, and a per-user/per-key billing recorder
  backed by GORM or in-memory storage.

* middleware: UsageMiddleware records usage via the billing recorder,
  plus admission, route-model, usage-stamp and trace middlewares.

* observability: BackendTrace ring buffer stores full request bodies
  (capped), MITM proxy emits structured trace events, and router
  classifier decisions surface at /api/router/decide.

* gallery: Arch-Router-1.5B (Q4_K_M and Q8_0).

* UI: cloud-proxy model-editor fields, classifier system-prompt and
  score-normalization config, and a Traces page rendering request
  bodies.

Assisted-by: claude-code:claude-opus-4-7 [Read] [Edit] [Bash]

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-05-25 09:28:27 +02:00

49 lines
2.1 KiB
Go

package localaitools
// Tool names exposed by the LocalAI Assistant MCP server. Use these
// constants — never bare strings — when registering tools, asserting the
// catalog in tests, or referencing tool names from other packages. The
// embedded skill prompts under prompts/ keep the bare strings because
// go:embed-ed markdown can't reference Go constants; TestPromptsContain
// SafetyAnchors guards that those strings stay aligned.
const (
// Read-only tools.
ToolGallerySearch = "gallery_search"
ToolListInstalledModels = "list_installed_models"
ToolListGalleries = "list_galleries"
ToolGetJobStatus = "get_job_status"
ToolGetModelConfig = "get_model_config"
ToolListBackends = "list_backends"
ToolListKnownBackends = "list_known_backends"
ToolSystemInfo = "system_info"
ToolListNodes = "list_nodes"
ToolVRAMEstimate = "vram_estimate"
ToolGetBranding = "get_branding"
ToolGetUsageStats = "get_usage_stats"
ToolListPIIPatterns = "list_pii_patterns"
ToolGetPIIEvents = "get_pii_events"
ToolTestPIIRedaction = "test_pii_redaction"
ToolGetMiddlewareStatus = "get_middleware_status"
ToolGetRouterDecisions = "get_router_decisions"
// Mutating tools — guarded by Options.DisableMutating and the
// LLM-side safety prompt (see prompts/10_safety.md).
ToolInstallModel = "install_model"
ToolImportModelURI = "import_model_uri"
ToolDeleteModel = "delete_model"
ToolEditModelConfig = "edit_model_config"
ToolReloadModels = "reload_models"
ToolInstallBackend = "install_backend"
ToolUpgradeBackend = "upgrade_backend"
ToolToggleModelState = "toggle_model_state"
ToolToggleModelPinned = "toggle_model_pinned"
ToolSetBranding = "set_branding"
ToolSetPIIPatternAction = "set_pii_pattern_action"
ToolPersistPIIPatterns = "persist_pii_patterns"
)
// DefaultServerName is the MCP Implementation.Name surfaced when
// Options.ServerName is empty. Use the constant when you want a stable
// reference across packages (e.g. test fixtures, CLI defaults).
const DefaultServerName = "localai-admin"