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.
20 lines
1.5 KiB
Markdown
20 lines
1.5 KiB
Markdown
---
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title: stack api
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sidebar_position: 62
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---
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# `stack api`
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```
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Usage: stack api [OPTIONS] COMMAND [ARGS]...
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API server.
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╭─ Options ────────────────────────────────────────────────────────────────────╮
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│ --help Show this message and exit. │
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╰──────────────────────────────────────────────────────────────────────────────╯
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╭─ Commands ───────────────────────────────────────────────────────────────────╮
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│ serve Start the stack API server. │
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╰──────────────────────────────────────────────────────────────────────────────╯
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```
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