Files
LocalAI/pkg/mcp/localaitools/tools_pii.go
Richard Palethorpe 3fa7b2955c feat(pii): NER tier engine — privacy-filter.cpp backend + NER-centric PII filter (#10360)
Squashed feat/pii-ner-tier-engine rebased onto master (was 45 commits; see
backup/pii-ner-tier-engine-prerebase). Net change:

- privacy-filter.cpp: standalone GGML engine for the openai-privacy-filter
  PII/NER token classifier, wired as a LocalAI gRPC backend (CPU/CUDA/Vulkan).
  TokenClassify moves off the patched llama.cpp path onto this backend.
- PII filter reworked to be NER-centric (encoder/NER detection tier scanning
  whole conversations as one document), with a recreated bounded restricted-
  regex secret-matching pattern detector tier alongside it (per-model
  pii_detection.builtins / .patterns + core/services/routing/piipattern).
- Detection labelled by source (ner vs pattern); backend trace / confidence /
  debug observability; analyze/redact exposed as a synchronous API.
- Instance-wide default detector policy + per-usecase default-on; request
  filtering extended to completions, embeddings, edits & Ollama.
- React UI: NER-centric PII editor, detector-models table, pattern/builtins
  editor, middleware default-policy UI.
- Gallery: privacy-filter-multilingual token-classify model + NER install
  filter; token_classify known_usecase; batch sized to context for NER models.
  privacy-filter backend registered in the backend gallery (cpu/vulkan/cuda-13
  meta + image entries with a capabilities map) matching its CI matrix jobs,
  and an /import-model auto-detect importer (PrivacyFilterImporter, narrow
  privacy-filter GGUF detection) replacing the prior pref-only registration.

Reconciled against master's independent evolution:

- Dropped master's PIIPatternOverrides feature (global-pattern runtime
  overrides + /api/pii/patterns API + runtime_settings.json persistence). The
  per-model NER + pattern-detector design supersedes it; it was built on the
  global redactor pattern set this branch replaced.
- Reverted the llama.cpp Score carry-patch (0006-server-task-type-score):
  removed the patch and restored master's grpc-server.cpp Score RPC (direct
  llama_decode, slot-loop bypass) and LLAMA_VERSION pin, plus master's
  model_config validation forbidding score + chat/completion/embeddings on
  llama-cpp. token_classify is unaffected (it runs on the privacy-filter
  backend, not llama-cpp).

Assisted-by: Claude:claude-opus-4-8 [Claude Code]

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2026-06-18 11:45:22 +01:00

25 lines
1001 B
Go

package localaitools
import (
"context"
"github.com/modelcontextprotocol/go-sdk/mcp"
)
func registerPIITools(s *mcp.Server, client LocalAIClient, _ Options) {
// The regex pattern tools (list/test/set/persist) were removed with
// the regex tier. Detection policy now lives on each detector model's
// pii_detection block (managed via the model config tools/UI), so the
// only PII tool is the read-only audit-event view.
mcp.AddTool(s, &mcp.Tool{
Name: ToolGetPIIEvents,
Description: "Recent PII redaction events. Filter by correlation_id (joins to a usage record), user_id, or pattern_id (e.g. ner:EMAIL). Events never carry the matched value — only an 8-char sha256 prefix so admins can dedupe recurring leaks.",
}, func(ctx context.Context, _ *mcp.CallToolRequest, args PIIEventsQuery) (*mcp.CallToolResult, any, error) {
events, err := client.GetPIIEvents(ctx, args)
if err != nil {
return errorResult(err), nil, nil
}
return jsonResult(events), nil, nil
})
}