65f8d785a1
llm.tagger: cosine shortlist of the vocabulary's theme cards against a comment's already-indexed chunks (no re-embedding — text and vector come from langchain_pg_embedding), one yes/no judgement per candidate on the largest live host at temperature 0 with the scoring chunk as evidence, up to max_tags accepted with the shortlist similarity as confidence. State on the bib item (extra_json.llm_tags: vocab version, model, content hash, tags with evidence chunk, the full shortlist with verdicts) makes runs resumable; apply_tags replaces exactly the item's llm:* tags and never touches hand tags. Store.merge_extra merges top-level keys into extra_json. Every collaborator is injected so the pure pieces are tested without Ollama or pgvector. stack llm tag --docket D [--limit N] [--force] [--dry-run] [--top] [--max-tags] [--min-confidence] [--verbose]; _tagging_runtime wires the store, pgvector loader, card vectors, judge and model.
2.6 KiB
2.6 KiB
title, sidebar_position
| title | sidebar_position |
|---|---|
| stack mail | 97 |
stack mail
Usage: stack mail [OPTIONS] COMMAND [ARGS]...
Maddy mail server (DO + Resend smarthost).
╭─ Options ────────────────────────────────────────────────────────────────────╮
│ --help Show this message and exit. │
╰──────────────────────────────────────────────────────────────────────────────╯
╭─ Commands ───────────────────────────────────────────────────────────────────╮
│ provision End-to-end idempotent: up → wait → DNS → DKIM → smarthost │
│ → git env. │
│ up Adopt-or-create the mail droplet. Idempotent. │
│ down Destroy the mail droplet. Idempotent no-op if none exists. │
│ status Show droplet state from DO + PTR check. │
│ dns Upsert mail DNS records in Cloudflare. Idempotent. │
│ dkim-export Publish Maddy's DKIM public key to Cloudflare. Idempotent. │
│ attach-smarthost Register at Resend, push DNS, install smarthost on │
│ droplet. │
│ rotate-creds Mint a new password for *user*@fhirworx.io and push to │
│ droplet. │
│ seed-mailboxes Ensure the standard set of mailboxes exists (postmaster, │
│ git, cmsupdates). │
│ wire-git Write .state/git/mailer.env from the mail droplet's │
│ credentials. │
╰──────────────────────────────────────────────────────────────────────────────╯