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Uğur Kaval

AI/ML Engineer & Full Stack Developer building innovative solutions with modern technologies.

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#Neo4j

2 articles tagged with this topic.

Beyond Vector Search: Building Production Knowledge Graphs with LLMs
AI/ML

Beyond Vector Search: Building Production Knowledge Graphs with LLMs

Vector embeddings are hitting a wall. Learn how to build a robust, queryable knowledge graph from unstructured text using LLMs, Pydantic, and Graph databases for true multi-hop reasoning.

May 28, 20265 min read
Building Production-Grade Knowledge Graphs: Beyond the LLM Extraction Hype
AI/ML

Building Production-Grade Knowledge Graphs: Beyond the LLM Extraction Hype

Stop building flat RAG systems. Learn how to extract high-fidelity entities and relationships from unstructured text using Pydantic, DSPy, and Neo4j to build a graph-augmented LLM stack that actually scales.

March 17, 20266 min read