1191 lines
52 KiB
HTML
1191 lines
52 KiB
HTML
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<meta name="description" content="Aktuelle Wege ein LLM dazu zu “motivieren”, was man möchte.">
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<title>Artikelbewertung durch ein Large Language Model (LLM) - Ein Beispiel aus der Praxis – Nicole Dresselhaus</title>
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<meta property="og:title" content="Artikelbewertung durch ein Large Language Model (LLM) - Ein Beispiel aus der Praxis – Nicole Dresselhaus">
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<meta property="og:description" content="Aktuelle Wege ein LLM dazu zu “motivieren”, was man möchte.">
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<meta property="og:site_name" content="Nicole Dresselhaus">
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<meta name="citation_title" content="Artikelbewertung durch ein Large Language Model (LLM) - Ein Beispiel aus der Praxis">
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<meta name="citation_abstract" content="Damit das LLMs keinen &amp;quot;mist" bauen, wird in diesem Beispiel eine Antwort*struktur* vorgegeben, der einfach zu folgen ist. Trotzdem bleibt das immer noch nur "fancy next word prediction" - aber immerhin besser, als alles, was man sonst in 1 Minute aus dem Ärmel schüttelt.">
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<meta name="citation_author" content="Nicole Dresselhaus">
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<meta name="citation_publication_date" content="2025-06-13">
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<meta name="citation_cover_date" content="2025-06-13">
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<meta name="citation_year" content="2025">
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<meta name="citation_online_date" content="2025-06-13">
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<meta name="citation_fulltext_html_url" content="https://drezil.de/Obsidian-Articles/Artikelbewertung durch LLM.html">
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<meta name="citation_language" content="de">
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<span class="navbar-title">Nicole Dresselhaus</span>
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<nav class="quarto-page-breadcrumbs" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item">Serious</li><li class="breadcrumb-item"><a href="../Writing/documentation.html">Writing</a></li><li class="breadcrumb-item"><a href="../Obsidian-Articles/Artikelbewertung durch LLM.html">Artikelbewertung durch ein Large Language Model (LLM) - Ein Beispiel aus der Praxis</a></li></ol></nav>
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<span class="menu-text">Anforderungskatalog für die Dokumentation von Forschungssoftware (Digital Humanities)</span></a>
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<span class="menu-text">Case Study: Local LLM-Based NER with n8n and Ollama</span></a>
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<span class="menu-text">RAG für eine Obsidian-Wissensdatenbank: Technische Ansätze</span></a>
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<span class="menu-text">Artikelbewertung durch ein Large Language Model (LLM) - Ein Beispiel aus der Praxis</span></a>
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<h2 id="toc-title">Auf dieser Seite</h2>
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<li><a href="#hintergrund" id="toc-hintergrund" class="nav-link active" data-scroll-target="#hintergrund">Hintergrund</a></li>
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<li><a href="#llm-interaktion" id="toc-llm-interaktion" class="nav-link" data-scroll-target="#llm-interaktion">LLM-Interaktion</a></li>
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<header id="title-block-header" class="quarto-title-block default"><nav class="quarto-page-breadcrumbs quarto-title-breadcrumbs d-none d-lg-block" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item">Serious</li><li class="breadcrumb-item"><a href="../Writing/documentation.html">Writing</a></li><li class="breadcrumb-item"><a href="../Obsidian-Articles/Artikelbewertung durch LLM.html">Artikelbewertung durch ein Large Language Model (LLM) - Ein Beispiel aus der Praxis</a></li></ol></nav>
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<div class="quarto-title">
|
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<h1 class="title">Artikelbewertung durch ein Large Language Model (LLM) - Ein Beispiel aus der Praxis</h1>
|
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<div class="quarto-categories">
|
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<div class="quarto-category">Praxis</div>
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<div class="quarto-category">Beispiel</div>
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<div class="quarto-category">ML</div>
|
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<div class="quarto-category">Experience</div>
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</div>
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<div>
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<div class="description">
|
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Aktuelle Wege ein LLM dazu zu “motivieren”, was man möchte.
|
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</div>
|
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</div>
|
||
|
||
|
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<div class="quarto-title-meta">
|
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<div>
|
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<div class="quarto-title-meta-heading">Autor:in</div>
|
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<div class="quarto-title-meta-contents">
|
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<p>Nicole Dresselhaus </p>
|
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</div>
|
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</div>
|
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|
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<div>
|
||
<div class="quarto-title-meta-heading">Veröffentlichungsdatum</div>
|
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<div class="quarto-title-meta-contents">
|
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<p class="date">13. Juni 2025</p>
|
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</div>
|
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</div>
|
||
|
||
|
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</div>
|
||
|
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<div>
|
||
<div class="abstract">
|
||
<div class="block-title">Zusammenfassung</div>
|
||
Damit das LLMs keinen “mist” bauen, wird in diesem Beispiel eine Antwort<em>struktur</em> vorgegeben, der einfach zu folgen ist. Trotzdem bleibt das immer noch nur “fancy next word prediction” - aber immerhin besser, als alles, was man sonst in 1 Minute aus dem Ärmel schüttelt.
|
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</div>
|
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</div>
|
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|
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|
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</header>
|
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|
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|
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<section id="hintergrund" class="level2 page-columns page-full">
|
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<h2 class="anchored" data-anchor-id="hintergrund">Hintergrund</h2>
|
||
<p>Untenstehend ein Praxisbeispiel, wie ich momentan ein LLM aufrufe um sinnvolle(!) Antworten zu bekommen. Das ganze läuft lokal via <code>ollama</code>.<br>
|
||
In den Kontext setzt das <code>avante</code>-plugin<a href="#fn1" class="footnote-ref" id="fnref1" role="doc-noteref"><sup>1</sup></a> ein großes system-prompt und fügt dort die gesamte Datei (in diesem Fall ein sehr langer <code>markdown</code>-text) ein.</p>
|
||
<div class="no-row-height column-margin column-container"><div id="fn1"><p><sup>1</sup> Neovim-Plugin, was den Editor quasi zu einem cursor.ai oder einem VS-Code mit allen Späßen aufbohrt</p></div></div><p>Insbesondere sieht man hier: Damit das LLM keinen “mist” baut oder zu sehr halluziniert, wird eine Antwort<em>struktur</em> vorgegeben, der einfach zu folgen ist. Trotzdem ist das immer noch nur “fancy next word prediction” - aber immerhin besser, als alles, was man sonst in 1 Minute aus dem Ärmel schüttelt.</p>
|
||
</section>
|
||
<section id="llm-interaktion" class="level2">
|
||
<h2 class="anchored" data-anchor-id="llm-interaktion">LLM-Interaktion</h2>
|
||
<div class="callout callout-style-default callout-note callout-titled">
|
||
<div class="callout-header d-flex align-content-center">
|
||
<div class="callout-icon-container">
|
||
<i class="callout-icon"></i>
|
||
</div>
|
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<div class="callout-title-container flex-fill">
|
||
Call Metadata
|
||
</div>
|
||
</div>
|
||
<div class="callout-body-container callout-body">
|
||
<ul>
|
||
<li>Datetime: 2025-06-05 13:47:11</li>
|
||
<li>Model: ollama/cogito:14b</li>
|
||
<li>Selected files:
|
||
<ul>
|
||
<li>background/BACKGROUND.md</li>
|
||
</ul></li>
|
||
</ul>
|
||
</div>
|
||
</div>
|
||
<div class="callout callout-style-default callout-warning callout-titled">
|
||
<div class="callout-header d-flex align-content-center">
|
||
<div class="callout-icon-container">
|
||
<i class="callout-icon"></i>
|
||
</div>
|
||
<div class="callout-title-container flex-fill">
|
||
Warnung
|
||
</div>
|
||
</div>
|
||
<div class="callout-body-container callout-body">
|
||
<p>Enable deep thinking subroutine.</p>
|
||
<p>Welche Absätze gleichen sich inhaltlich zu stark? Welche Absätze sollten in andere Kapitel wandern?</p>
|
||
<p>Gehe den Text im Geiste Absatz für Absatz durch und zeig mir, dass du ihn gelesen hast.</p>
|
||
<p>Ein einfaches: "<Absatztitel>: ok" oder "<Absatztitel>: xx gefunden" reicht um pro Absatz eine Aussage zu treffen.</p>
|
||
</div>
|
||
</div>
|
||
<div class="callout callout-style-default callout-note callout-titled">
|
||
<div class="callout-header d-flex align-content-center">
|
||
<div class="callout-icon-container">
|
||
<i class="callout-icon"></i>
|
||
</div>
|
||
<div class="callout-title-container flex-fill">
|
||
🤔 Thought content
|
||
</div>
|
||
</div>
|
||
<div class="callout-body-container callout-body">
|
||
<ol type="1">
|
||
<li>Einleitung: Einführung in die Bedeutung der Dokumentation - ok</li>
|
||
<li>Inhaltliche Anforderungen an die Dokumentation:
|
||
<ul>
|
||
<li>Hier werden spezifische Inhalte definiert, die dokumentiert werden müssen</li>
|
||
<li>Keine Überschneidung mit anderen Abschnitten</li>
|
||
</ul></li>
|
||
<li>Format und Struktur der Dokumentation:
|
||
<ul>
|
||
<li>Fokussiert auf die Formate und Strukturen der Dokumentation</li>
|
||
<li>Keine Überschneidung mit Inhaltlichen Anforderungen</li>
|
||
</ul></li>
|
||
<li>Was macht eine gute Dokumentation aus:
|
||
<ul>
|
||
<li>Hier werden allgemeine Prinzipien für gute Dokumentation erläutert</li>
|
||
<li>Teile könnten in “Inhaltliche Anforderungen” oder “Format und Struktur” übernommen werden</li>
|
||
</ul></li>
|
||
<li>(Teil-)automatisierte Dokumentationswerkzeuge:
|
||
<ul>
|
||
<li>Beschreibt spezifische Tools zur Automatisierung der Dokumentation</li>
|
||
<li>Keine Überschneidung mit anderen Abschnitten</li>
|
||
</ul></li>
|
||
<li>Best Practices, Vorlagen und Checklisten:
|
||
<ul>
|
||
<li>Enthält praktische Ratschläge und Werkzeuge</li>
|
||
<li>Teile könnten in “Format und Struktur” oder “Was macht eine gute Dokumentation aus” integriert werden</li>
|
||
</ul></li>
|
||
<li>Implementierung aller Vorschläge als ready-to-use Repository:
|
||
<ul>
|
||
<li>Beschreibt die Umsetzung der Empfehlungen</li>
|
||
<li>Keine Überschneidung mit anderen Abschnitten</li>
|
||
</ul></li>
|
||
<li>Fazit:
|
||
<ul>
|
||
<li>Zusammenfassung und Schlussfolgerung</li>
|
||
<li>Keine Überschneidung mit anderen Abschnitten</li>
|
||
</ul></li>
|
||
</ol>
|
||
</div>
|
||
</div>
|
||
<div class="callout callout-style-default callout-tip callout-titled">
|
||
<div class="callout-header d-flex align-content-center">
|
||
<div class="callout-icon-container">
|
||
<i class="callout-icon"></i>
|
||
</div>
|
||
<div class="callout-title-container flex-fill">
|
||
Repsonse
|
||
</div>
|
||
</div>
|
||
<div class="callout-body-container callout-body">
|
||
<p>Einleitung: ok</p>
|
||
<p>Inhaltliche Anforderungen an die Dokumentation: ok</p>
|
||
<p>Format und Struktur der Dokumentation: ok</p>
|
||
<p>Was macht eine gute Dokumentation aus: “Nutzungshilfen außerhalb der Dokumentation” könnte in “Format und Struktur” übernommen werden</p>
|
||
<p>(Teil-)automatisierte Dokumentationswerkzeuge: ok</p>
|
||
<p>Best Practices, Vorlagen und Checklisten: “Checkliste für die Mindest-Dokumentation” könnte in “Inhaltliche Anforderungen” integriert werden</p>
|
||
<p>Implementierung aller Vorschläge als ready-to-use Repository: ok</p>
|
||
<p>Fazit: ok</p>
|
||
</div>
|
||
</div>
|
||
|
||
|
||
</section>
|
||
|
||
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|
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|
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|
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|
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|
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</body></html> |