GreenFlux Blog

Building a Knowledge Graph Locally with Neo4j & Ollama

Generating Cypher Queries From Text Using Python & Hugging Face

Apr 21, 2025 5 min read

Knowledge graphs, also known as semantic networks, are a specialized application of graph databases used to store information about entities (person, location, organization, etc) and their...

Neo4j graph_database knowledge_graph Python Python_3 huggingface llm cypher macOS obsidian ollama ontology

Named Entity Recognition with BERT and Hugging Face 🤗

Extracting Object Data from Unstructured Text

Mar 17, 2025 5 min read

Series: Artificial Intelligence

What is NER (Named Entity Recognition)? Named Entity Recognition is a technique in Natural Language Processing (NLP), which involves identifying and classifying entities—such as names of people,...

NER BERT nlp nlp_transformers llm knowledge_graph named_entity_recognition unstructured_data huggingface