Protokoll #499

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    "tool_name": "mcp__mcp-docs__docs_update",
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        "content": "<nav class=\"breadcrumb\">\n    <a href=\"\/docs\">Dokumentation<\/a> &raquo; KI-System\n<\/nav>\n\n<h1>KI-System<\/h1>\n<p>Integriertes System zur Dokumentenverarbeitung, semantischen Analyse und Content-Erstellung mit RAG-Chat.<\/p>\n\n<table>\n    <tr><th>Status<\/th><td>In Entwicklung<\/td><\/tr>\n    <tr><th>Backend<\/th><td>Python 3.13<\/td><\/tr>\n    <tr><th>Frontend<\/th><td>PHP 8.4 + HTMX<\/td><\/tr>\n    <tr><th>LLM<\/th><td>Claude Opus 4.5 + Ollama<\/td><\/tr>\n    <tr><th>Datenbanken<\/th><td>ki_dev (Infrastructure), ki_content (User-facing)<\/td><\/tr>\n    <tr><th>Embedding<\/th><td>mxbai-embed-large (1024 dim)<\/td><\/tr>\n<\/table>\n\n<section>\n    <h2>Infrastruktur<\/h2>\n    <ul>\n        <li><a href=\"\/docs\/ki-system\/ollama\">Ollama<\/a> - LLM Runtime<\/li>\n        <li><a href=\"\/docs\/ki-system\/qdrant\">Qdrant<\/a> - Vektor-Datenbank<\/li>\n        <li><a href=\"\/docs\/ki-system\/nvidia\">NVIDIA CUDA<\/a> - RTX 4000 SFF Ada<\/li>\n        <li><a href=\"\/docs\/ki-system\/ki-datenbank\">Datenbank<\/a> - MariaDB Schema<\/li>\n        <li><a href=\"\/docs\/ki-system\/ki-embedding\">Embedding<\/a> - mxbai-embed-large<\/li>\n    <\/ul>\n<\/section>\n\n<section>\n    <h2>Pipeline<\/h2>\n    <ul>\n        <li><a href=\"\/docs\/ki-system\/ki-pipeline\">Document Pipeline<\/a> - Nextcloud → MariaDB → Qdrant<\/li>\n        <li><a href=\"\/docs\/ki-system\/ki-protokoll\">Protokoll<\/a> - Claude Request Logging<\/li>\n    <\/ul>\n<\/section>\n\n<section>\n    <h2>Semantik<\/h2>\n    <ul>\n        <li><a href=\"\/docs\/ki-system\/ki-entitaeten\">Entitäten<\/a> - Extraktion, Deduplizierung, Relationen<\/li>\n        <li><a href=\"\/docs\/ki-system\/ki-taxonomie\">Taxonomie<\/a> - Automatische Klassifikation<\/li>\n        <li><a href=\"\/docs\/ki-system\/ki-ontologie\">Ontologie<\/a> - Wissensstruktur, Graph<\/li>\n    <\/ul>\n<\/section>\n\n<section>\n    <h2>Anwendungen<\/h2>\n    <ul>\n        <li><a href=\"\/docs\/ki-system\/ki-chat\">RAG-Chat<\/a> - Semantische Suche + LLM<\/li>\n        <li><a href=\"\/docs\/ki-system\/ki-content\">Content-Studio<\/a> - Autorenprofile, Contracts, Kritiker<\/li>\n    <\/ul>\n<\/section>\n\n<section>\n    <h2>Datenbank-Struktur<\/h2>\n    <table>\n        <tr><th>Datenbank<\/th><th>Zweck<\/th><th>Tabellen<\/th><\/tr>\n        <tr><td>ki_dev<\/td><td>Development\/Infrastructure<\/td><td>protokoll, tasks, contracts, dokumentation, prompts, mcp_log<\/td><\/tr>\n        <tr><td>ki_content<\/td><td>Content\/User-facing<\/td><td>chat_sessions, chat_messages, content, personas, knowledge_graph<\/td><\/tr>\n    <\/table>\n<\/section>\n\n<section>\n    <h2>Datenfluss<\/h2>\n    <pre><code>Nextcloud (lokal)\n    ↓\nPipeline (Python)\n├── Text-Extraktion (OCR, Vision)\n├── Semantisches Chunking\n└── Metadaten-Anreicherung\n    ↓\nMariaDB (ki_dev + ki_content)\n├── Dokumente, Chunks\n├── Entitäten, Relationen\n└── Taxonomie, Ontologie\n    ↓\nQdrant (Embeddings, 1024 dim)\n    ↓\nWeb-UI (Chat, Content-Studio)<\/code><\/pre>\n<\/section>"
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            "text": "{\n  \"success\": true,\n  \"doc\": {\n    \"id\": 16,\n    \"parent_id\": null,\n    \"slug\": \"ki-system\",\n    \"path\": \"\/ki-system\",\n    \"title\": \"KI-System\",\n    \"description\": \"Integriertes System zur Dokumentenverarbeitung, semantischen Analyse und Content-Erstellung mit RAG-Chat.\",\n    \"content\": \"<nav class=\\\"breadcrumb\\\">\\n    <a href=\\\"\/docs\\\">Dokumentation<\/a> &raquo; KI-System\\n<\/nav>\\n\\n<h1>KI-System<\/h1>\\n<p>Integriertes System zur Dokumentenverarbeitung, semantischen Analyse und Content-Erstellung mit RAG-Chat.<\/p>\\n\\n<table>\\n    <tr><th>Status<\/th><td>In Entwicklung<\/td><\/tr>\\n    <tr><th>Backend<\/th><td>Python 3.13<\/td><\/tr>\\n    <tr><th>Frontend<\/th><td>PHP 8.4 + HTMX<\/td><\/tr>\\n    <tr><th>LLM<\/th><td>Claude Opus 4.5 + Ollama<\/td><\/tr>\\n    <tr><th>Datenbanken<\/th><td>ki_dev (Infrastructure), ki_content (User-facing)<\/td><\/tr>\\n    <tr><th>Embedding<\/th><td>mxbai-embed-large (1024 dim)<\/td><\/tr>\\n<\/table>\\n\\n<section>\\n    <h2>Infrastruktur<\/h2>\\n    <ul>\\n        <li><a href=\\\"\/docs\/ki-system\/ollama\\\">Ollama<\/a> - LLM Runtime<\/li>\\n        <li><a href=\\\"\/docs\/ki-system\/qdrant\\\">Qdrant<\/a> - Vektor-Datenbank<\/li>\\n        <li><a href=\\\"\/docs\/ki-system\/nvidia\\\">NVIDIA CUDA<\/a> - RTX 4000 SFF Ada<\/li>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-datenbank\\\">Datenbank<\/a> - MariaDB Schema<\/li>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-embedding\\\">Embedding<\/a> - mxbai-embed-large<\/li>\\n    <\/ul>\\n<\/section>\\n\\n<section>\\n    <h2>Pipeline<\/h2>\\n    <ul>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-pipeline\\\">Document Pipeline<\/a> - Nextcloud → MariaDB → Qdrant<\/li>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-protokoll\\\">Protokoll<\/a> - Claude Request Logging<\/li>\\n    <\/ul>\\n<\/section>\\n\\n<section>\\n    <h2>Semantik<\/h2>\\n    <ul>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-entitaeten\\\">Entitäten<\/a> - Extraktion, Deduplizierung, Relationen<\/li>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-taxonomie\\\">Taxonomie<\/a> - Automatische Klassifikation<\/li>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-ontologie\\\">Ontologie<\/a> - Wissensstruktur, Graph<\/li>\\n    <\/ul>\\n<\/section>\\n\\n<section>\\n    <h2>Anwendungen<\/h2>\\n    <ul>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-chat\\\">RAG-Chat<\/a> - Semantische Suche + LLM<\/li>\\n        <li><a href=\\\"\/docs\/ki-system\/ki-content\\\">Content-Studio<\/a> - Autorenprofile, Contracts, Kritiker<\/li>\\n    <\/ul>\\n<\/section>\\n\\n<section>\\n    <h2>Datenbank-Struktur<\/h2>\\n    <table>\\n        <tr><th>Datenbank<\/th><th>Zweck<\/th><th>Tabellen<\/th><\/tr>\\n        <tr><td>ki_dev<\/td><td>Development\/Infrastructure<\/td><td>protokoll, tasks, contracts, dokumentation, prompts, mcp_log<\/td><\/tr>\\n        <tr><td>ki_content<\/td><td>Content\/User-facing<\/td><td>chat_sessions, chat_messages, content, personas, knowledge_graph<\/td><\/tr>\\n    <\/table>\\n<\/section>\\n\\n<section>\\n    <h2>Datenfluss<\/h2>\\n    <pre><code>Nextcloud (lokal)\\n    ↓\\nPipeline (Python)\\n├── Text-Extraktion (OCR, Vision)\\n├── Semantisches Chunking\\n└── Metadaten-Anreicherung\\n    ↓\\nMariaDB (ki_dev + ki_content)\\n├── Dokumente, Chunks\\n├── Entitäten, Relationen\\n└── Taxonomie, Ontologie\\n    ↓\\nQdrant (Embeddings, 1024 dim)\\n    ↓\\nWeb-UI (Chat, Content-Studio)<\/code><\/pre>\\n<\/section>\",\n    \"status\": \"published\",\n    \"sort_order\": 3,\n    \"depth\": 0,\n    \"created_at\": \"2025-12-20T11:13:58\",\n    \"updated_at\": \"2025-12-20T16:48:21\"\n  },\n  \"message\": \"Dokument #16 aktualisiert\"\n}"
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