2min chapter

The Data Exchange with Ben Lorica cover image

LLMs for Data Access: Unlocking Insights with Text-to-SQL

The Data Exchange with Ben Lorica

CHAPTER

Exploring the Integration of Retrieval Augmented Generation in Structured Data

Exploring the integration of retrieval augmented generation (RAG) with structured data to improve SQL generation and application of knowledge graphs, alongside its utilization in tasks such as malware detection and combining structured data with external sources for enhanced query results.

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