├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── cfn └── neptune_ontology_main.yml ├── data ├── example_org.ttl ├── mm.ttl ├── mmgen_precooked.ttl ├── movkg.ttl └── tester_ontology.ttl ├── multimodel ├── README.md └── images │ ├── combined_read.png │ ├── demo.png │ ├── truck.png │ └── vision.png ├── notebook ├── Neptune_EZModel.ipynb ├── Neptune_Multimodel.ipynb ├── Neptune_Ontology_Example.ipynb ├── aos_movie_search │ ├── 00-PrepIMDBData.ipynb │ ├── 01-PopulateAndExploreNeptune.ipynb │ ├── 02-PopulateOpenSearch.ipynb │ ├── 03-Search.ipynb │ ├── README.md │ └── images │ │ ├── movie_search_ingest.png │ │ ├── movie_search_neptune_strings.png │ │ ├── movie_search_notebook_arn.png │ │ ├── movie_search_notebook_upload.png │ │ └── movie_search_query.png ├── discovery_draw │ ├── README.md │ ├── VisualizeModel-LPG.ipynb │ ├── VisualizeModel-RDF.ipynb │ ├── lpg_discovery.py │ └── rdf_discovery.py ├── entres │ ├── FindAndLink-DataPrep.ipynb │ ├── FindAndLink-DedupResults.ipynb │ ├── FindAndLink-FTS.ipynb │ ├── FindAndLink-VSS.ipynb │ └── README.md ├── graphrag │ ├── README.md │ └── images │ │ ├── README.md │ │ ├── xsmodel.png │ │ └── xsquery.png ├── kg_ai_alg │ ├── 0-PrepSources.ipynb │ ├── 1-PopulateGraph.ipynb │ ├── 2-CreateLlamaIndex.ipynb │ ├── 2x-TryVSSAndRAGOnChunks.ipynb │ ├── 3-GraphAlgorithms.ipynb │ ├── README.md │ ├── chatbot │ │ └── neptune-genai-examples │ │ │ ├── LICENSE │ │ │ └── llamaindex │ │ │ └── knowledgegraphindex-chatbot-streamlit │ │ │ ├── .gitignore │ │ │ ├── load.py │ │ │ ├── main.py │ │ │ ├── requirements.txt │ │ │ ├── sample.env │ │ │ └── venv │ │ │ └── pyvenv.cfg │ └── images │ │ ├── bedrock_model_access.png │ │ ├── chatbot.png │ │ ├── ec2.png │ │ ├── ec2_iam.png │ │ ├── ec2_iam_perms.png │ │ ├── ec2_iam_trust.png │ │ ├── ec2_iam_update.png │ │ ├── ec2_sg.png │ │ ├── ec2_sg_inbound.png │ │ ├── iam_notebook.png │ │ ├── jupyter.png │ │ ├── jupyter_upload.png │ │ ├── na_graph.png │ │ ├── na_notebook.png │ │ └── sm_notebook.png └── tmls2024 │ ├── 0-PrepStructured.ipynb │ ├── 1-PrepUnstructured.ipynb │ ├── 2-IngestData.ipynb │ ├── 3-Query.ipynb │ ├── README.md │ ├── ai_helpers.py │ ├── aos_helpers.py │ ├── images │ ├── bedrock_model_access.png │ ├── na_graph.png │ ├── neptune_strings.png │ ├── notebook_perms.png │ ├── xskg_datamodel.png │ ├── xskg_ingest.png │ └── xskg_solution.png │ ├── neptune_helpers.py │ ├── query_helpers.py │ ├── rdf_helpers.py │ ├── sample_results │ ├── README.md │ ├── saved_er.json │ ├── test1.json │ └── testsummary1.txt │ └── source │ └── rdf │ ├── industry_taxonomy.ttl │ ├── org_ontology.ttl │ └── seeddata.ttl ├── plantuml ├── README.md ├── plantuml1.png ├── plantuml2.png └── plantuml3.png └── uml ├── Bookstore.png ├── Bookstore.xml ├── Colors.md ├── DataLake.png ├── DataLake.xml ├── KnowledgeGraph.png ├── KnowledgeGraph.xml ├── MMProfile.png ├── MMProfile.xml ├── MovieDoc.png ├── MovieDoc.xml ├── StoryAnalysis.png ├── StoryAnalysis.xml ├── VideoAnalysis.png 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