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IEEE2mon
A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges
Text-to-SQL systems facilitate smooth interaction with databases by translating natural language queries into Structured Query Language (SQL), bridging the gap between non-technical users and complex ...
GitHub1y
arunpshankar/LLM-Text-to-SQL-Architectures: A collection of architectural patterns leveraging Large Language Models (LLMs) for efficient Text-to-SQL generation. - GitHub
A comprehensive guide and implementation of architectural patterns that utilize Large Language Models (LLMs) for the efficient generation of SQL from natural language text. For comprehensive details ...
VentureBeat1mon
How Snowflake’s open-source text-to-SQL and Arctic inference models solve enterprise AI’s two biggest deployment headaches - VentureBeat
SQL is the query language used for databases and it has been around in various forms for over 50 years. Existing large language models (LLMs) have text-to-SQL capabilities that can help users to ...
GitHub10mon
kkin1995/ehr-text-to-sql-rag: RAG Model to generate SQL queries from natural language text - GitHub
Query Processing: The system accepts natural language queries from users, which are then converted into vector embeddings using one of OpenAI's embedding models.; Vector Database Search: Utilizing ...
IT World Canada2y
Large Language Models – Who are the key players?
Large Language Models (LLMs) have been among the hottest topics in the past few months and will likely become one of the highlights of 2023. The fact that 77 per cent of businesses using Natural ...
The Economist2y
Large language models’ ability to generate text also lets them plan and reason - The Economist
Modern large language models (LLMs) can generate them all, though homework-shirkers should beware: the models may get some facts wrong, and are prone to flights of fancy that their creators call ...
IEEE5mon
A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges - IEEE Xplore
Text-to-SQL systems facilitate smooth interaction with databases by translating natural language queries into Structured Query Language (SQL), bridging the gap between non-technical users and complex ...