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breakpilot-compliance/ai-compliance-sdk
Benjamin Admin 49147d9497
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feat(ai-sdk): authority-aware re-ranking for legal RAG retrieval (Phase 1)
Re-orders /sdk/v1/rag/search results so binding law from the matching
jurisdiction and domain ranks above guidance, foreign and off-domain law —
without dropping anything (guidance stays as interpretation context).
Internal-only: response schema is unchanged (json:"-" fields), so every
consumer benefits without a contract change.

- authority.go: classifyAuthority / queryDomain / chunkDomain / scopeClass /
  topic ontology. Tagged payload (authority_weight/source_class/jurisdiction)
  wins; deterministic fallback via category + name markers for the untagged corpus.
- authority_rerank.go: rerankByAuthority. final = semantic + authority +
  jurisdiction + domain + scope + topic; the authority score is written back to
  Score so the multi-collection advisor merge preserves the order.
- legal_rag_client: stratified retrieval — the binding-law pool AUGMENTS the
  semantic pool (mergeDedupHits), then re-rank.
- legal_rag_http: searchBinding (source_class filter) + shared doPointsSearch.
- table-driven tests for authority/domain/scope/topic + rerank acceptance +
  a stratified-binding integration test. go test -race green.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-23 10:37:31 +02:00
..

ai-compliance-sdk

Go/Gin service providing AI-Act compliance analysis: iACE impact assessments, UCCA rules engine, hazard library, training/academy, audit, escalation, portfolio, RBAC, RAG, whistleblower, workshop.

Port: 8090 → exposed 8093 (container: bp-compliance-ai-sdk) Stack: Go 1.24, Gin, pgx, Postgres.

Architecture

Clean-arch refactor is complete:

cmd/server/main.go              # Thin entrypoint, 7 LOC — wiring in internal/app/
internal/
├── app/
│   ├── app.go                  # Server initialization + lifecycle
│   └── routes.go               # Route registration
├── api/handlers/               # 8 sub-resource handler files:
│   │                           #   iace_handler_projects, hazards, mitigations,
│   │                           #   techfile, monitoring, refdata, rag, components
├── iace/                       # Store split into 7 files:
│   │                           #   store_projects, components, hazards,
│   │                           #   hazard_library, mitigations, evidence, audit
│   └── hazard_library/         # Split into 10 category files
└── ...

See ../AGENTS.go.md for the full convention.

Linting (Phase 5): .golangci.yml added — run golangci-lint run --timeout 5m ./....

Run locally

cd ai-compliance-sdk
go mod download
export COMPLIANCE_DATABASE_URL=...
go run ./cmd/server

Tests

go test -race -cover ./...
golangci-lint run --timeout 5m ./...

Co-located *_test.go, table-driven. Repo layer uses testcontainers-go (or the compose Postgres) — no SQL mocks.

Public API surface

Handlers under internal/api/handlers/ (8 sub-resource files). Health at GET /health. iACE, UCCA, training, academy, portfolio, escalation, audit, rag, whistleblower, workshop subresources. Every route is a contract.

Environment

Var Purpose
COMPLIANCE_DATABASE_URL Postgres DSN
LLM_GATEWAY_URL LLM router for rag/iACE
QDRANT_URL Vector search

Don't touch

DB schema. Hand-rolled migrations elsewhere own it.