Cover Image for Neo4j Live: Enhancing text2cypher with In-Context Learning & Fine-Tuning
Cover Image for Neo4j Live: Enhancing text2cypher with In-Context Learning & Fine-Tuning
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Neo4j
Neo4j is the open source graph database that allows you to manage, query and visualize your connected data
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Neo4j Live: Enhancing text2cypher with In-Context Learning & Fine-Tuning

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​Discover how to elevate text2cypher by advancing Cypher query generation through Large Language Models (LLMs). We'll explore the nuances of In-Context Learning, including few-shot learning and dynamic prompting with LangChain. Additionally, we'll dive into fine-tuning techniques, such as PEFT and LoRA, to guide you through dataset preparation and fine-tuning with Unsloth. This session is ideal for refining LLMs for precise and efficient data retrieval in Neo4j.

​Guest: Geraldus Wilsen

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Avatar for Neo4j
Presented by
Neo4j
Neo4j is the open source graph database that allows you to manage, query and visualize your connected data
Hosted By
9 Went