Article pages: structured "Why it belongs" editorial read
Per Codex — make /a/<id> feel like Upbeat Bytes has editorial judgment, not just a summary wrapper. Trust-building, short, not an essay. * article_summaries gains what_happened / why_matters / why_belongs (+ migration). * summarize.explain_article: a separate, fallback-able LLM pass producing three short notes (parsed from a labelled WHAT/MATTERS/BELONGS format). generate_summary now stores them alongside the summary, and tops up older summaries on next view. get_explanation returns them only when all three are present. * API: share_page + /api/summary expose the explanation. * share.py: renders the three-part section (accent rule) when complete; otherwise the single "Why it's here" reason line is the calm fallback. The page polls and swaps in both the summary and the section as they cache. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -76,6 +76,39 @@ def summarize_article(client: LocalModelClient, title: str, snippet: str, body_t
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return (client.chat_text(messages) or "").strip()[:1200]
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_EXPLAIN_SYSTEM = (
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"You are the calm editor of a constructive-news site. For the given story write three "
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"very short, plain-language notes — 1 to 2 factual sentences each, in your own words, no "
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"markdown, no preamble, no quotes, no hype. Use EXACTLY this format and these labels, each "
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"on its own line:\n"
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"WHAT: <what actually happened — the plain gist>\n"
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"MATTERS: <why it matters — the real-world, constructive significance>\n"
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"BELONGS: <why it fits a calm, constructive news site — the human benefit, agency, or "
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"grounded hope in it>"
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)
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def _parse_explain(text: str) -> dict:
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def grab(label: str) -> str | None:
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m = re.search(rf"\b{label}\s*:\s*(.+?)(?=\n\s*[A-Z]+\s*:|\Z)", text or "", re.IGNORECASE | re.DOTALL)
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if not m:
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return None
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val = _WS.sub(" ", m.group(1)).strip().strip("-•* ").strip()
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return val[:400] or None
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return {"what_happened": grab("WHAT"), "why_matters": grab("MATTERS"), "why_belongs": grab("BELONGS")}
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def explain_article(client: LocalModelClient, title: str, snippet: str, body_text: str) -> dict:
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"""Three short editorial notes (what happened / why it matters / why it belongs)."""
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material = (body_text or snippet or title or "")[:4000]
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user = f"Title: {title}\n\nArticle text:\n{material}\n\nWrite the three notes."
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text = client.chat_text(
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[{"role": "system", "content": _EXPLAIN_SYSTEM}, {"role": "user", "content": user}]
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) or ""
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return _parse_explain(text)
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def get_summary(conn: sqlite3.Connection, article_id: int) -> str | None:
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row = conn.execute(
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"SELECT summary FROM article_summaries WHERE article_id = ?", (article_id,)
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@@ -83,25 +116,49 @@ def get_summary(conn: sqlite3.Connection, article_id: int) -> str | None:
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return row["summary"] if row else None
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def get_explanation(conn: sqlite3.Connection, article_id: int) -> dict | None:
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"""The structured 'Why it belongs' notes — only if all three are present (else
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the page falls back to summary + reason_text)."""
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row = conn.execute(
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"SELECT what_happened, why_matters, why_belongs FROM article_summaries WHERE article_id = ?",
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(article_id,),
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).fetchone()
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if row and row["what_happened"] and row["why_matters"] and row["why_belongs"]:
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return dict(row)
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return None
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def generate_summary(conn: sqlite3.Connection, article_id: int, client: LocalModelClient | None = None) -> str | None:
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"""Generate + cache a summary for one article. Returns it, or None if skipped."""
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if get_summary(conn, article_id):
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return get_summary(conn, article_id) # already cached
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"""Generate + cache a summary AND the structured explanation for one article.
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Returns the summary, or None if skipped. Idempotent: a fully-cached article
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(summary + explanation) is returned as-is; an older summary missing the
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explanation is topped up on the next call (so existing pages gain the section).
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"""
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existing = conn.execute(
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"SELECT summary, why_belongs FROM article_summaries WHERE article_id = ?", (article_id,)
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).fetchone()
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if existing and existing["summary"] and existing["why_belongs"]:
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return existing["summary"] # summary + a complete explanation already cached
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row = conn.execute(
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"SELECT a.title, a.description, a.canonical_url, a.duplicate_of, s.accepted "
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"FROM articles a LEFT JOIN article_scores s ON s.article_id = a.id WHERE a.id = ?",
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(article_id,),
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).fetchone()
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if not row or row["duplicate_of"] is not None or not row["accepted"]:
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return None
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return existing["summary"] if existing else None
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client = client or LocalModelClient.from_env()
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body = _fetch_text(row["canonical_url"])
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summary = summarize_article(client, row["title"], row["description"] or "", body)
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summary = existing["summary"] if existing else summarize_article(
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client, row["title"], row["description"] or "", body
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)
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if not summary:
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return None
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ex = explain_article(client, row["title"], row["description"] or "", body)
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conn.execute(
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"INSERT OR REPLACE INTO article_summaries (article_id, summary, model) VALUES (?, ?, ?)",
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(article_id, summary, client.model),
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"INSERT OR REPLACE INTO article_summaries "
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"(article_id, summary, what_happened, why_matters, why_belongs, model) VALUES (?, ?, ?, ?, ?, ?)",
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(article_id, summary, ex["what_happened"], ex["why_matters"], ex["why_belongs"], client.model),
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)
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conn.commit()
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# Attention-triggered image enrichment: a summarized article is one a reader
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