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+output

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+# Newspaper
+
+Magazine-style PDF generator from RSS feeds using `llm_aggregator`.
+
+## Usage
+
+```bash
+python3 generate_magazine.py
+```
+
+## Structure
+
+- `feeds/*.txt` — one RSS URL per line
+- `generate_magazine.py` — generates the magazine
+- `output/magazine.pdf` — final PDF
+
+## Customisation
+
+Edit `CATEGORIES` in `generate_magazine.py` to add/modify sections. Each entry has:
+- `name` — section title
+- `icon` — FontAwesome icon (e.g., `\faLinux`)
+- `feed` — path to feeds file
+- `prompt` — summarisation instructions
+
+Edit `STRIP_TAG_START`/`STRIP_TAG_END` to strip AI thinking tags from output.
+
+## Licence
+
+Released into the public domain under [CC0 1.0
+Universal](https://creativecommons.org/publicdomain/zero/1.0/).

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+https://azuresilent.github.io/hf-paper-rss/feed.xml
+https://www.theregister.com/software/ai_ml/headlines.atom
+https://www.theregister.com/offbeat/science/headlines.atom
+https://www.wired.com/feed/tag/ai/latest/rss
+https://www.wired.com/feed/category/science/latest/rss
+https://www.technologyreview.com/topic/artificial-intelligence/feed
+https://www.france24.com/en/tag/artificial-intelligence/rss

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+https://modernity.news/feed/
+https://nowakonfederacja.pl/feed/

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+https://api.substack.com/feed/podcast/462466.rss
+https://lwn.net/headlines/newrss
+https://opensource.com/feed
+https://www.kernel.org/feeds/all.atom.xml
+https://www.phoronix.com/rss.php
+https://www.reddit.com/r/linux/.rss
+https://www.theregister.com/software/applications/headlines.atom
+https://www.theregister.com/software/oses/headlines.atom
+https://feed.itsfoss.com/

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+# Linux mailing list
+https://lkml.org/rss.php

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+https://tvn24.pl/najwazniejsze.xml
+https://www.bankier.pl/rss/finanse.xml
+https://www.rmf24.pl/fakty/feed
+https://wyborcza.pl/pub/rss/najnowsze_wyborcza.xml
+https://www.rp.pl/rss_main

@@ -0,0 +1,204 @@
+#!/usr/bin/env python3
+"""
+Newspaper Magazine Generator
+Proof of concept: generates a magazine-style PDF from RSS feeds
+"""
+
+import re
+import subprocess
+from concurrent.futures import ThreadPoolExecutor
+from pathlib import Path
+
+SCRIPT_DIR = Path(__file__).parent
+LLM_AGGREGATOR = SCRIPT_DIR.parent / "llm_aggregator" / "llm_aggregator"
+OUTPUT_DIR = SCRIPT_DIR / "output"
+TEX_FILE = OUTPUT_DIR / "magazine.tex"
+PDF_FILE = OUTPUT_DIR / "magazine.pdf"
+
+# Strip think tags
+STRIP_TAG_START = "<think>"
+STRIP_TAG_END = "</think>"
+STRIP_TAG_REPLACEMENT = ""
+
+# Base prompt ending
+PROMPT_ENDING = r"""Output in LaTeX format suitable for an editorial section.
+Use asterisk section headers (\section*{...}) to prevent numbering. Use the
+correct 1st January 2001 date format. Use English; not American dialect (color
+-> colour, formalize -> formalise, etc.). Use ``...'' for quotation marks,
+\emph{...} for italics and \textbf{...} for bold text. Do not attempt
+citations."""
+
+CATEGORIES = [
+    {
+        "name": "LINUX",
+        "icon": r"\faLinux",
+        "feed": SCRIPT_DIR / "feeds" / "linux.txt",
+        "prompt": f"""Summarise the latest Linux kernel discussions and
+        technical developments from the LKML feed. Focus on significant
+        patches, kernel updates, and developer discussions. {PROMPT_ENDING}""",
+    },
+    {
+        "name": "FREE SOFTWARE",
+        "icon": r"\faCogs",
+        "feed": SCRIPT_DIR / "feeds" / "free_software.txt",
+        "prompt": f"""Summarise the latest news from the free and open source
+        software world. Cover new releases, project updates, and community
+        news. {PROMPT_ENDING}""",
+    },
+    {
+        "name": r"AI \& SCIENCE",
+        "icon": r"\faFlask",
+        "feed": SCRIPT_DIR / "feeds" / "ai_science.txt",
+        "prompt": f"""Summarise the latest news regarding science and AI. Pay
+        attention to esoteric and difficult topics, rather than what is likely
+        to be easy pop-science without substance. {PROMPT_ENDING}""",
+    },
+    {
+        "name": "POLAND",
+        "icon": r"\faFlag",
+        "feed": SCRIPT_DIR / "feeds" / "poland.txt",
+        "prompt": f"""Summarise today's top news from Poland covering politics,
+        finance, and current events. Include major stories and their
+        significance. {PROMPT_ENDING}""",
+    },
+    {
+        "name": "ESOTERIC",
+        "icon": r"\faUserSecret",
+        "feed": SCRIPT_DIR / "feeds" / "esoteric.txt",
+        "prompt": f"""Summarise news from sources that are not mainstream,
+        regarding topics not often discussed in the public square. The readers
+        enjoy this section, so maintain a supportive tone, rather than
+        accusative. Seek out topics that specifically challenge popular
+        preconceptions. Do not write disclaimers or observations.
+        {PROMPT_ENDING}""",
+    },
+]
+
+
+def strip_tags(content: str) -> str:
+    """Strip content between (and including) two tags. Leaves placeholder."""
+    if STRIP_TAG_START and STRIP_TAG_END:
+        pattern = f"{re.escape(STRIP_TAG_START)}.*?{re.escape(STRIP_TAG_END)}"
+        return re.sub(pattern, STRIP_TAG_REPLACEMENT, content, flags=re.DOTALL)
+    return content
+
+
+def run_llm_aggregator(category: dict) -> dict:
+    """Run llm_aggregator for a category and return the result."""
+    output_file = OUTPUT_DIR / f"{category['name'].lower()}.txt"
+
+    cmd = [
+        str(LLM_AGGREGATOR),
+        "-f", str(category["feed"]),
+        "-p", category["prompt"],
+        "-P",
+        "--output-file", str(output_file),
+        "-v",
+    ]
+
+    print(f"📰 Processing: {category['name']}")
+    result = subprocess.run(cmd, capture_output=True, text=True)
+
+    if result.returncode != 0:
+        print(f"   ❌ Error: {result.stderr}")
+        raise RuntimeError(f"llm_aggregator failed for {category['name']}")
+
+    content = output_file.read_text()
+    content = strip_tags(content)
+
+    print(f"   ✓ Done: {category['name']}")
+    return {"name": category["name"], "icon": category["icon"], "content": content}
+
+
+def generate_latex(content_files: list[dict]) -> None:
+    """Generate the LaTeX document."""
+    latex = r"""\documentclass[12pt,a4paper]{article}
+\usepackage{fancyhdr, fontawesome, fontspec, graphicx, geometry, sectsty, setspace, parskip}
+\usepackage[UKenglish]{isodate}
+\setmainfont[Ligatures=TeX]{Liberation Sans}
+\geometry{margin=2.5cm}
+\sectionfont{\centering\bfseries\scshape}
+\subsectionfont{\large\bfseries}
+\pagestyle{fancy}
+\fancyhf{}
+\fancyhead[C]{\today}
+\fancyfoot[C]{\thepage}
+
+\begin{document}
+\onehalfspacing
+
+\vspace*{2cm}
+{\LARGE\bfseries The Daily Digest}\\[0.5em]
+{\Large \today}\\[2em]
+\hrule
+\vspace{2em}
+"""
+
+    for item in content_files:
+        name = item["name"]
+        icon = item["icon"]
+        content = item["content"]
+
+        latex += f"{{\\centering\\fontsize{{64}}{{12}}{icon}\\par}}\n"
+        latex += f"\\section*{{{name}}}\n"
+        latex += content
+        latex += "\n\n\\vspace{1.5em}\n\n"
+
+    latex += r"\end{document}"
+
+    with open(TEX_FILE, "w") as f:
+        f.write(latex)
+
+    print(f"   Created: {TEX_FILE}")
+
+
+def compile_pdf() -> bool:
+    """Compile LaTeX to PDF."""
+    print()
+    print("🔄 Compiling PDF...")
+
+    result = subprocess.run(
+        ["xelatex", "-interaction=batchmode", "magazine.tex"],
+        cwd=OUTPUT_DIR,
+        capture_output=True,
+    )
+
+    return PDF_FILE.exists()
+
+
+def main():
+    OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+
+    print("🗞️  Newspaper Magazine Generator")
+    print("===================================")
+    print()
+
+    # Run all feeds through llm_aggregator in parallel
+    print("📰 Processing feeds in parallel...")
+    print()
+    with ThreadPoolExecutor(max_workers=8) as executor:
+        content_files = list(executor.map(run_llm_aggregator, CATEGORIES))
+
+    print()
+    print("📄 Generating LaTeX magazine...")
+    print()
+
+    generate_latex(content_files)
+    print()
+
+    if compile_pdf():
+        print("✅ Magazine generated successfully!")
+        print()
+        print(f"   PDF: {PDF_FILE}")
+        print()
+        print("📖 Opening PDF viewer...")
+        subprocess.run(["xdg-open", str(PDF_FILE)])
+    else:
+        print("❌ PDF compilation failed")
+        return 1
+
+    return 0
+
+
+if __name__ == "__main__":
+    exit(main())