homelab-codex-ws/services/kb-query/env.example
oskar b2379e3275 feat(kb): add kb-query service skeleton (search API, no ingress yet)
Module 5 phase 4 step 1 (docs/kb/modules/05-faza4-plan.md, §4): first
user-facing HTTP entry point to the KB. FastAPI wrapping
kb_retrieval.cascade_query/flat_query — GET /search (query_text -> embed via
Ollama@SOLARIA -> cascade/flat -> envelope join -> JSON with per-source
links) and GET /healthz. Search API only, no answer synthesis (phase 5) and
no server-side dist filtering — the 0.45/0.55 colour thresholds are a
frontend concern (plan §7, a later step).

Hard startup invariant (plan §2 decision 2): refuses to start unless the
configured EMBED_MODEL is present in both document_chunk.model and
document_summary.embedding_model. Note the latter: document_summary.model is
the LLM that *wrote* the summary (claude-haiku-4-5/gemma3:12b), not the
embedder — checked live against kb-postgres@PIHA before writing this, see
app/startup.py's docstring. Verified end-to-end with a live docker run: the
invariant crash-loops on a mismatched EMBED_MODEL and passes through to a
real /search hit against the live corpus with a correct model.

Repo-only: no deploy, no npm/OIDC/DNS wiring (plan §8, later step), no local
embed fallback (plan §5, later step) — Ollama@SOLARIA is called directly and
a failure surfaces as 503, not a crash.

Also: scripts/deploy/deploy.sh's gate now builds each service via
`docker compose build` instead of a raw `docker build <svc_dir>`, so a
service whose docker-compose.yml declares a repo-root build context (needed
here to COPY packages/kb-retrieval/, the packages/ Dockerfile convention
already documented in CLAUDE.md) resolves the same way in the gate as it
does at real deploy time (deploy-node.sh's `docker compose ... up --build`).
No behavior change for existing single-context services — verified against
llm-gateway's compose file.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-22 16:06:18 +02:00

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# kb-query secrets + host-local binds — copy to .env (gitignored) next to
# docker-compose.yml and fill in real values. Never commit .env.
# LAN IP of PIHA. The published port (8230) binds ONLY to this interface —
# never 0.0.0.0. Verify after host rebuilds: ip -4 addr.
LAN_BIND_IP=192.168.31.5
# asyncpg DSN for kb-postgres@PIHA. kb-query runs in its own Docker network
# (separate compose project from kb-postgres), so it reaches kb-postgres's
# published port over the host's LAN interface, not "localhost" — same
# reasoning as paperless-worker@SOLARIA reaching paperless@PIHA over LAN.
KB_DSN=postgresql://kb:CHANGE-ME@192.168.31.5:5433/kb
# Ollama upstream (SOLARIA, over Tailscale MagicDNS — same trick as
# llm-gateway's OLLAMA_URL). Optional: defaults to this value if unset.
# OLLAMA_URL=http://solaria:11434
# Embedding model kb-query enforces as a startup invariant (plan §2 decision
# 2) against document_chunk.model / document_summary.embedding_model.
# Optional: defaults to bge-m3.
# EMBED_MODEL=bge-m3
# document_summary.model kb-query's cascade path pre-filters on (the
# compilation track, plan §2 D3). Optional: defaults to claude-haiku-4-5.
# SUMMARY_MODEL=claude-haiku-4-5