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Refactor Unstructured Cookbook imports for better modularity

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KaifAhmad1
2025-12-07 16:15:50 +05:30
parent 1829b46340
commit 9837feec9b
1 changed files with 12 additions and 5 deletions
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cookbook/advanced/12_Unstructured_to_Ontology.ipynb
+12 -5
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@@ -30,14 +30,10 @@
"source": [
"# !pip install semantica[all]\n",
"\n",
"from semantica.semantic_extract import NERExtractor, RelationExtractor\n",
"from semantica.ontology import OntologyGenerator, OntologyValidator, LLMOntologyGenerator, OntologyOptimizer\n",
"from semantica.visualization import OntologyVisualizer\n",
"from semantica.export import OWLExporter\n",
"from semantica.utils.logging import get_logger\n",
"\n",
"logger = get_logger(\"unstructured_guide\")\n",
"print(\"Libraries loaded successfully.\")"
"print(\"Environment setup complete.\")"
]
},
{
@@ -89,6 +85,9 @@
"metadata": {},
"outputs": [],
"source": [
"from semantica.semantic_extract import NERExtractor, RelationExtractor\n",
"from semantica.ontology import OntologyGenerator, OntologyOptimizer\n",
"\n",
"# 1. Initialize Extractors\n",
"ner = NERExtractor()\n",
"re = RelationExtractor()\n",
@@ -137,6 +136,8 @@
"metadata": {},
"outputs": [],
"source": [
"from semantica.ontology import LLMOntologyGenerator\n",
"\n",
"try:\n",
" # Initialize LLM Generator (ensure OPENAI_API_KEY is set in env)\n",
" llm_gen = LLMOntologyGenerator(provider=\"openai\", model=\"gpt-4\")\n",
@@ -172,6 +173,8 @@
"metadata": {},
"outputs": [],
"source": [
"from semantica.visualization import OntologyVisualizer\n",
"\n",
"visualizer = OntologyVisualizer()\n",
"\n",
"print(\"--- NLP Approach Visualization ---\")\n",
@@ -201,6 +204,8 @@
"metadata": {},
"outputs": [],
"source": [
"from semantica.ontology import OntologyValidator\n",
"\n",
"validator = OntologyValidator()\n",
"\n",
"def print_report(name, ont):\n",
@@ -231,6 +236,8 @@
"metadata": {},
"outputs": [],
"source": [
"from semantica.export import OWLExporter\n",
"\n",
"exporter = OWLExporter()\n",
"\n",
"# Export the NLP ontology by default, or the LLM one if preferred\n",