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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

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.idea
.github
.vscode
.devcontainer
models
backends
volumes
examples/chatbot-ui/models
backend/go/image/stablediffusion-ggml/build/
backend/go/*/build
backend/go/*/.cache
backend/go/*/sources
backend/go/*/package
examples/rwkv/models
examples/**/models
Dockerfile*
__pycache__
# SonarQube
.scannerwork
# backend virtual environments
**/venv
backend/python/**/source
# In-place llama.cpp clone + per-variant build copies. The Makefile
# clones llama.cpp itself at the pinned LLAMA_VERSION; if a stale
# local checkout is COPY'd into the image, the `llama.cpp:` target
# sees the directory and skips re-cloning, so grpc-server.cpp ends
# up compiled against whatever (likely older) commit the host had.
backend/cpp/llama-cpp/llama.cpp
backend/cpp/llama-cpp-*-build
# privacy-filter: same in-place pattern. The Makefile fetches privacy-filter.cpp
# at the pinned commit (or symlinks a PRIVACY_FILTER_SRC checkout for local dev).
# A stale dir/symlink COPY'd into the image makes the clone step fail (dangling
# symlink) or compile against the wrong commit, so keep host build state out.
backend/cpp/privacy-filter/privacy-filter.cpp
backend/cpp/privacy-filter/build
backend/cpp/privacy-filter/grpc-server
backend/cpp/privacy-filter/package
# Rust backend build output (sources are tracked; target/ is generated)
backend/rust/*/target
# Local-only artifacts that bloat the build context but the image never needs.
# Saved image tarballs, locally-installed backends, the host-built binary, and
# assorted tool/scratch dirs. None of these are git-tracked.
backend-images
local-backends
local-ai
.crush
protoc
tests
# Installed via npm inside the build stage; no need to ship the host copy.
**/node_modules