Kyle HaleThe 5 Key Differences Between Databricks Genie and Power BI CopilotWhile showcasing Databricks Genie, our new text-to-SQL “ask your data” product, I said it offered a different use case that could reduce…6d ago
Pinterest EngineeringinPinterest Engineering BlogHow we built Text-to-SQL at PinterestAdam Obeng | Data Scientist, Data Platform Science; J.C. Zhong | Tech Lead, Analytics Platform; Charlie Gu | Sr. Manager, EngineeringApr 222
Omkar SadekarText-to-SQL using LLM and Context Injection with RAG for Large DatabasesA Technique for Generating Accurate SQL Queries based on Contextual DataApr 96Apr 96
Victor Dubus-ChansonTraining small open-source LLM for Text to SQL generationExploring open-source LLMs for SQL generation, achieving up to 84.1% accuracy with fine-tuning and advanced methods on the Spider dataset.6d ago6d ago
Ian HoinTowards Data ScienceText-to-SQL LLM Applications: Prompt InjectionsLearn how your Text-to-SQL LLM app may be vulnerable to Prompt Injections, and mitigation measures you could adopt to protect your dataFeb 28Feb 28
Kyle HaleThe 5 Key Differences Between Databricks Genie and Power BI CopilotWhile showcasing Databricks Genie, our new text-to-SQL “ask your data” product, I said it offered a different use case that could reduce…6d ago
Pinterest EngineeringinPinterest Engineering BlogHow we built Text-to-SQL at PinterestAdam Obeng | Data Scientist, Data Platform Science; J.C. Zhong | Tech Lead, Analytics Platform; Charlie Gu | Sr. Manager, EngineeringApr 222
Omkar SadekarText-to-SQL using LLM and Context Injection with RAG for Large DatabasesA Technique for Generating Accurate SQL Queries based on Contextual DataApr 96
Victor Dubus-ChansonTraining small open-source LLM for Text to SQL generationExploring open-source LLMs for SQL generation, achieving up to 84.1% accuracy with fine-tuning and advanced methods on the Spider dataset.6d ago
Ian HoinTowards Data ScienceText-to-SQL LLM Applications: Prompt InjectionsLearn how your Text-to-SQL LLM app may be vulnerable to Prompt Injections, and mitigation measures you could adopt to protect your dataFeb 28
Frank Morales AguilerainArtificial Intelligence in Plain EnglishEvaluating the Performance of a Fine-Tuned Text-to-SQL ModelFrank Morales Aguilera, BEng, MEng, SMIEEJul 7
Howard ChiinWren AITop 4 Challenges using RAG with LLMs to Query Database (Text-to-SQL) and how to solve it.In the text-to-SQL scenario, users must have precision, security, and stability to trust LLM-generated results. However, it’s not that…Apr 17
