From 978a1c0108bfbdc9c03912496594748b66f4f180 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Sebastian=20Fr=C3=B6hlich?= <froehlich.sebastian@gmail.com>
Date: Wed, 29 Apr 2026 10:19:58 +0200
Subject: [PATCH] =?UTF-8?q?Architekturbild=20hinzugef=C3=BCgt?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 architektur/ocr_rag_pipeline.svg | 94 ++++++++++++++++++++++++++++++++
 1 file changed, 94 insertions(+)
 create mode 100644 architektur/ocr_rag_pipeline.svg

diff --git a/architektur/ocr_rag_pipeline.svg b/architektur/ocr_rag_pipeline.svg
new file mode 100644
index 0000000..5d028d5
--- /dev/null
+++ b/architektur/ocr_rag_pipeline.svg
@@ -0,0 +1,94 @@
+<svg width="100%" viewBox="0 0 680 620" role="img" style="" xmlns="http://www.w3.org/2000/svg">
+  <title style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">OCR → RAG Ingestion Pipeline</title>
+  <desc style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">Flowchart vom Datei-Input über OCR und Chunking bis zur Vektordatenbank</desc>
+  <defs>
+    <marker id="arrow" viewBox="0 0 10 10" refX="8" refY="5" markerWidth="6" markerHeight="6" orient="auto-start-reverse">
+      <path d="M2 1L8 5L2 9" fill="none" stroke="context-stroke" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/>
+    </marker>
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+
+  <!-- INPUT -->
+  <g style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">
+    <rect x="200" y="20" width="280" height="44" rx="8" stroke-width="0.5" style="fill:rgb(68, 68, 65);stroke:rgb(180, 178, 169);color:rgb(255, 255, 255);stroke-width:0.5px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto"/>
+    <text x="340" y="42" text-anchor="middle" dominant-baseline="central" style="fill:rgb(211, 209, 199);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:14px;font-weight:500;text-anchor:middle;dominant-baseline:central">Input: Datei / Ordner / Upload</text>
+  </g>
+
+  <!-- Pfeil -->
+  <line x1="340" y1="64" x2="340" y2="94" marker-end="url(#arrow)" style="fill:none;stroke:rgb(156, 154, 146);color:rgb(255, 255, 255);stroke-width:1.5px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto"/>
+
+  <!-- DISPATCH -->
+  <g style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">
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+    <text x="340" y="114" text-anchor="middle" dominant-baseline="central" style="fill:rgb(181, 212, 244);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:14px;font-weight:500;text-anchor:middle;dominant-baseline:central">Typ-Erkennung (Dispatcher)</text>
+    <text x="340" y="134" text-anchor="middle" dominant-baseline="central" style="fill:rgb(133, 183, 235);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:central">.pdf .png .jpg .tif .docx .md .txt</text>
+  </g>
+
+  <!-- Verzweigungen -->
+  <line x1="280" y1="150" x2="140" y2="196" marker-end="url(#arrow)" mask="url(#imagine-text-gaps-khepux)" style="fill:none;stroke:rgb(156, 154, 146);color:rgb(255, 255, 255);stroke-width:1.5px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto"/>
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+  <line x1="400" y1="150" x2="520" y2="196" marker-end="url(#arrow)" mask="url(#imagine-text-gaps-khepux)" style="fill:none;stroke:rgb(156, 154, 146);color:rgb(255, 255, 255);stroke-width:1.5px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto"/>
+
+  <!-- Branch Labels -->
+  <text x="187" y="178" text-anchor="middle" style="fill:rgb(194, 192, 182);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:auto">Bild/Scan</text>
+  <text x="340" y="178" text-anchor="middle" style="fill:rgb(194, 192, 182);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:auto">PDF</text>
+  <text x="468" y="178" text-anchor="middle" style="fill:rgb(194, 192, 182);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:auto">Text</text>
+
+  <!-- OCR BOX -->
+  <g style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">
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+    <text x="140" y="216" text-anchor="middle" dominant-baseline="central" style="fill:rgb(250, 199, 117);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:14px;font-weight:500;text-anchor:middle;dominant-baseline:central">OCR</text>
+    <text x="140" y="236" text-anchor="middle" dominant-baseline="central" style="fill:rgb(239, 159, 39);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:central">Tesseract / EasyOCR</text>
+  </g>
+
+  <!-- PDF BOX -->
+  <g style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">
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+    <text x="340" y="216" text-anchor="middle" dominant-baseline="central" style="fill:rgb(159, 225, 203);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:14px;font-weight:500;text-anchor:middle;dominant-baseline:central">PDF-Extraktion</text>
+    <text x="340" y="236" text-anchor="middle" dominant-baseline="central" style="fill:rgb(93, 202, 165);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:central">pypdf + OCR Fallback</text>
+  </g>
+
+  <!-- TEXT BOX -->
+  <g style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">
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+    <text x="530" y="236" text-anchor="middle" dominant-baseline="central" style="fill:rgb(180, 178, 169);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:central">md / txt / docx</text>
+  </g>
+
+  <!-- Zusammenführen -->
+  <line x1="140" y1="252" x2="280" y2="298" marker-end="url(#arrow)" style="fill:none;stroke:rgb(156, 154, 146);color:rgb(255, 255, 255);stroke-width:1.5px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto"/>
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+
+  <!-- CLEAN -->
+  <g style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">
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+    <text x="340" y="338" text-anchor="middle" dominant-baseline="central" style="fill:rgb(175, 169, 236);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:central">Whitespace, OCR-Artefakte, Sprache</text>
+  </g>
+
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+
+  <!-- CHUNK -->
+  <g style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">
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+    <text x="340" y="404" text-anchor="middle" dominant-baseline="central" style="fill:rgb(181, 212, 244);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:14px;font-weight:500;text-anchor:middle;dominant-baseline:central">Chunking (token-basiert)</text>
+    <text x="340" y="424" text-anchor="middle" dominant-baseline="central" style="fill:rgb(133, 183, 235);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:central">500 Tokens, 50 Overlap (wie bisher)</text>
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+
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+
+  <!-- EMBED -->
+  <g style="fill:rgb(0, 0, 0);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:16px;font-weight:400;text-anchor:start;dominant-baseline:auto">
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+    <text x="340" y="490" text-anchor="middle" dominant-baseline="central" style="fill:rgb(245, 196, 179);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:14px;font-weight:500;text-anchor:middle;dominant-baseline:central">Embedding</text>
+    <text x="340" y="510" text-anchor="middle" dominant-baseline="central" style="fill:rgb(240, 153, 123);stroke:none;color:rgb(255, 255, 255);stroke-width:1px;stroke-linecap:butt;stroke-linejoin:miter;opacity:1;font-family:&quot;Anthropic Sans&quot;, -apple-system, &quot;system-ui&quot;, &quot;Segoe UI&quot;, sans-serif;font-size:12px;font-weight:400;text-anchor:middle;dominant-baseline:central">multilingual-e5-small (wie bisher)</text>
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\ No newline at end of file