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

breakpilot-compliance

DSGVO/AI-Act compliance platform — 10 services, Go · Python · TypeScript

CI Go Python Node.js TypeScript FastAPI DSGVO AI Act LOC guard Services


Overview

breakpilot-compliance is a multi-tenant DSGVO/EU AI Act compliance platform that provides an SDK for consent management, data subject requests (DSR), audit logging, iACE impact assessments, and document archival. It ships as 10 containerised services covering an admin dashboard, a developer portal, a Python/FastAPI backend, a Go AI compliance engine, TTS, and a decentralised document store on IPFS. Every service is deployed automatically via Gitea Actions → Orca on every push to main.


Architecture

Service Tech Port Container
admin-compliance Next.js 15 3007 bp-compliance-admin
backend-compliance Python / FastAPI 0.123 8002 bp-compliance-backend
ai-compliance-sdk Go 1.24 / Gin 8093 bp-compliance-ai-sdk
developer-portal Next.js 15 3006 bp-compliance-developer-portal
breakpilot-compliance-sdk TypeScript SDK (React/Vue/Angular/vanilla)
consent-sdk JS/TS Consent SDK
compliance-tts-service Python / Piper TTS 8095 bp-compliance-tts
document-crawler Python / FastAPI 8098 bp-compliance-document-crawler
dsms-gateway Python / FastAPI / IPFS 8082 bp-compliance-dsms-gateway
dsms-node IPFS Kubo v0.24.0 bp-compliance-dsms-node

All containers share the external breakpilot-network Docker network and depend on breakpilot-core (Valkey, Vault, RAG service, Nginx reverse proxy).


Quick Start

Prerequisites: Docker, Go 1.24+, Python 3.12+, Node.js 20+

git clone ssh://git@gitea.meghsakha.com:22222/Benjamin_Boenisch/breakpilot-compliance.git
cd breakpilot-compliance

# Copy and populate secrets (never commit .env)
cp .env.example .env

# Start all services
docker compose up -d

For the Orca/Hetzner production target (x86_64), use the override:

docker compose -f docker-compose.yml -f docker-compose.hetzner.yml up -d

Development Workflow

Use feature branches off main. Supported prefixes: feat/, feature/, hotfix/.

git checkout main && git pull origin main
git checkout -b feat/my-change
# ... make changes ...
git push origin feat/my-change
# Open a PR → squash merge to main

Push to main triggers:

  1. Gitea Actions — lint → test → validate (see CI Pipeline below)
  2. Orca — automatic build + deploy (~3 min total)

Monitor status: https://gitea.meghsakha.com/Benjamin_Boenisch/breakpilot-compliance/actions


CI Pipeline

Defined in .gitea/workflows/ci.yaml.

Job What it checks
loc-budget All source files ≤ 500 LOC; soft target 300
guardrail-integrity Commits touching guardrail files carry [guardrail-change]
go-lint golangci-lint on ai-compliance-sdk/
python-lint ruff + mypy on Python services
nodejs-lint tsc --noEmit + ESLint on Next.js services
test-go-ai-compliance go test ./... in ai-compliance-sdk/
test-python-backend-compliance pytest in backend-compliance/
test-python-document-crawler pytest in document-crawler/
test-python-dsms-gateway pytest test_main.py in dsms-gateway/
sbom-scan License + vulnerability scan via syft + grype
validate-canonical-controls OpenAPI contract baseline diff

File Budget

Limit Value How to check
Soft target 300 LOC bash scripts/check-loc.sh
Hard cap 500 LOC Same; also enforced by PreToolUse hook + git pre-commit + CI
Exceptions .claude/rules/loc-exceptions.txt Require written rationale + [guardrail-change] commit marker

The .claude/settings.json PreToolUse hook blocks Claude Code from writing or editing files that would exceed the hard cap. The git pre-commit hook re-checks. CI is the final gate.


URL
Admin dashboard https://admin-dev.breakpilot.ai
Developer portal https://developers-dev.breakpilot.ai
Backend API https://api-dev.breakpilot.ai
AI SDK API https://sdk-dev.breakpilot.ai
Gitea repo https://gitea.meghsakha.com/Benjamin_Boenisch/breakpilot-compliance
Gitea Actions https://gitea.meghsakha.com/Benjamin_Boenisch/breakpilot-compliance/actions
S
Description
No description provided
Readme 38 MiB
Languages
TypeScript 41.1%
Python 33.9%
Go 22.4%
Shell 1.2%
PLpgSQL 0.7%
Other 0.4%