Review NLQ 2 SQL Architectures

[parthasarathydNU]

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[parthasarathydNU]

Relevant Link:

• Medium: Transforming Natural Language Text to SQL: Harnessing RAG and LLMs for Precision Querying
• Oracle AI & Data Science Blog: Guide to prompt engineering: Translating natural language to SQL with Llama 2
• GitHub: A collection of architectural patterns leveraging Large Language Models (LLMs) for efficient Text-to-SQL generation.
• arxiv : Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
• Long term memory
• Langchain Generative UI
• Evaluating Robustness of a RAG pipeline
• AutoCorrect SQL Agent
• Architecting a better RAG Pipeline
• Building Production Ready RAG Pipelines
• Multi model architecture - use different models for different use cases