Krok 1 planu docs/kb/modules/05-faza2-plan.md §3/§6 (chunk-level embeddings, 1:N do envelope). Addytywna — 001_envelope.sql nietknięta (zweryfikowane \d envelope po migracji: identyczny schemat + FK jako "Referenced by"). Schemat wg rekomendacji recon (§2 decyzja 1+2): osobna tabela (nie kolumna w envelope, bo N-wartościowy chunking jest obowiązkowy przy dokumentach >8k tokenów), embedding VECTOR(1024) pod bge-m3 (dense), HNSW cosine index, kolumna `model` do trywialnego re-indexu przy zmianie modelu (kb-00 zasada #1: indeks odtwarzalny). Idempotentna (CREATE TABLE/INDEX IF NOT EXISTS, zweryfikowane podwójnym uruchomieniem na kb-postgres@PIHA — drugi run same NOTICE "already exists, skipping"). Zastosowana na żywej bazie: ssh piha docker exec kb-postgres psql, po potwierdzeniu SQL przez Oskara. \dt + \d document_chunk + \d envelope zweryfikowane po migracji. Testy: dopisane sanity-testy 002 do packages/kb-mail/tests/test_migration.py (wzorzec 001 — statyczne assercje na treści SQL, bez DB), 13/13 zielone. Co NIE jest częścią tego kroku (§3 planu, odłożone): entity/entity_link (graf encji) — szkic na przyszłość, nie blokuje domknięcia modułu 5. Co dalej (plan §6, poza zakresem tego kroku): ollama pull bge-m3 na SOLARII, token API Paperless, jobs/gmail-header-backfill/, adapter Paperless→koperta, chunking+embed job. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> |
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| docker-compose.yml | ||
| env.example | ||
| healthcheck.sh | ||
| README.md | ||
| service.yaml | ||
kb-postgres
Postgres 16 + pgvector — KB spine on PIHA (Raspberry Pi 5, always-on). Stores the frozen envelope schema shared by all KB pillars (mails, documents, photos, transactions).
Runs here because the KB store must answer queries 24/7; SOLARIA (GPU/compute) is powered down intermittently. Embeddings/models still run on SOLARIA's GPU — only the Postgres+pgvector store lives on PIHA. The pgvector/pgvector:pg16 image is multi-arch and runs natively on arm64 (the Pi 5).
Port: 5433 on PIHA (Tailscale-accessible to other nodes).
Standard deploy (from SATURN)
# On SATURN — pushes to master, then deploy.sh SSHes to PIHA and runs deploy-node.sh
git push origin master
scripts/deploy/deploy.sh piha
deploy-node.sh on PIHA automatically picks up the per-host override:
docker compose \
-f services/kb-postgres/docker-compose.yml \
-f hosts/piha/runtime/kb-postgres/docker-compose.override.yml \
up -d --remove-orphans
The PIHA override caps memory (mem_limit: 1g) and tunes Postgres for a tight,
HA-shared RAM budget. Data lives in the kb_postgres_data named volume, which
must land on the NVMe (Docker data-root on /home), never the SD card —
verify before first deploy (see the override file's DATA PLACEMENT note):
# On PIHA
docker info -f '{{.DockerRootDir}}' # expect an NVMe path
df -h "$(docker info -f '{{.DockerRootDir}}')" # confirm it's the NVMe
First-time setup on PIHA (before first deploy)
The .env file must exist at services/kb-postgres/.env in the PIHA repo checkout
(alongside the compose file — that's where env_file: .env resolves to):
# On PIHA
cd ~/homelab-codex-ws
cp services/kb-postgres/env.example services/kb-postgres/.env
# Edit .env: set POSTGRES_PASSWORD to something strong
.env is gitignored (*.env rule in root .gitignore) — it will never be committed.
Manual one-off (debugging / first boot)
# On PIHA, from repo root
docker compose \
-f services/kb-postgres/docker-compose.yml \
-f hosts/piha/runtime/kb-postgres/docker-compose.override.yml \
up -d
Verify after first boot
# Host-side healthcheck
./services/kb-postgres/healthcheck.sh
# Inside the container
docker exec kb-postgres psql -U kb -d kb -c '\d envelope'
docker exec kb-postgres psql -U kb -d kb \
-c "SELECT extname FROM pg_extension WHERE extname = 'vector';"
Expected \d envelope output:
Table "public.envelope"
Column | Type | Nullable | Default
----------+--------------------------+----------+-----------
id | text | not null |
source | text | not null |
ts | timestamp with time zone | not null |
geo | jsonb | |
raw_ref | text | not null |
entities | jsonb | not null | '[]'::jsonb
Indexes:
"envelope_pkey" PRIMARY KEY, btree (id)
"envelope_source_idx" btree (source)
"envelope_ts_idx" btree (ts)
Schema contract
The envelope table is the frozen cross-source envelope (see docs/kb/kb-00-overview.md §Zasady przekrojowe). Adding columns is OK; removing or renaming existing ones is NOT.
Future migrations go in init/ as 002_*.sql, 003_*.sql, …. Postgres runs initdb scripts only on a fresh volume — for existing instances apply migrations with psql directly.
Connection string
postgresql://kb:<POSTGRES_PASSWORD>@piha:5433/kb
Set KB_TEST_DSN to this value when running integration tests from packages/kb-mail/
(host = piha over Tailscale).