Blog Contributor

Tomaž Bratanič, Graph ML & GenAI Research at Neo4j, and Kumar Harsh, Developer Advocate at Draft.dev

Tomaž Bratanič works at the intersection of graphs and machine learning and generative AI.

Kumar Harsh is an indie software developer and devrel enthusiast. He is a spirited writer who puts together content around popular web technologies like Serverless and JavaScript.

Latest Posts by Tomaž Bratanič and Kumar Harsh

Knowledge Graphs and LLMs: Fine-Tuning vs. Retrieval-Augmented Generation

Tomaž Bratanič and Kumar Harsh Sep 11 15 mins read

Many organizations are considering LLMs for business use cases like answering questions as chatbots or virtual assistants or generating creative text. However, they usually run into limitations such as knowledge cutoff, hallucinations, and the lack of user customization. Two approaches that... read more