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https://lnkd.in/eQFCaHu8 Introducing Autonomous Database Select AI - enabling you to query your data using natural language. Combining generative AI large language models (LLMs) with Oracle SQL empowers you to describe what you want - declarative intent - and let the database generate the SQL query relevant to your schema. Some LLMs might be good at generating SQL, but being able to run that SQL against your database is another matter. Select AI enables generating SQL that is specific to your database. #autonomousdatabase #oci #ai #genai

🚀 Oracle APEX is revolutionizing database interaction with its new 𝐒𝐞𝐥𝐞𝐜𝐭 𝐀𝐈 feature! By harnessing the power of generative AI and Large Language Models (LLMs), Select AI transforms natural language queries into precise SQL, making data access intuitive and efficient. Say goodbye to complex SQL syntax and hello to seamless, conversational database communication. 🔍📊 #𝙾𝚛𝚊𝚌𝚕𝚎𝙰𝙿𝙴𝚇 #𝚂𝚎𝚕𝚎𝚌𝚝𝙰𝙸 #𝙶𝚎𝚗𝚎𝚛𝚊𝚝𝚒𝚟𝚎𝙰𝙸 #𝙳𝚊𝚝𝚊𝚂𝚒𝚖𝚙𝚕𝚒𝚏𝚒𝚎𝚍

Researchers at Stanford Introduce SUQL: A Formal Query Language for Integrating Structured and Unstructured Data Quick read: https://lnkd.in/gehZwqZa Stanford researchers introduce an approach to grounding conversational agents in hybrid data sources, utilizing both structured data queries and free-text retrieval techniques. It empirically demonstrates that users frequently ask questions spanning both structured and unstructured data in real-life conversations, with over 49% of queries requiring knowledge from both types. To enhance expressiveness and precision, they propose SUQL (Structured and Unstructured Query Language), a formal language augmenting SQL with primitives for processing free text, enabling a combination of off-the-shelf retrieval models and LLMs with SQL semantics and operators. The SUQL’s design aims for expressiveness, accuracy, and efficiency. SUQL extends SQL with NLP operators like SUMMARY and ANSWER, facilitating full-spectrum queries on hybrid knowledge sources. LLMs proficiently translate complex text into SQL queries, empowering SUQL for complex queries. While SUQL queries can run on standard SQL compilers, a naive implementation may be inefficient. Outlining SUQL’s free-text primitives, highlighting its distinction from retrieval-based methods by expressing queries comprehensively. Paper: https://lnkd.in/gNskwJF6 GitHub: https://lnkd.in/g7nuPTu4 Demo: https://lnkd.in/gGQmkCzM Stanford University #ai

Autonomous Database now speaks human! The new Select AI feature combines generative #AI with Oracle SQL, so users can ask questions in natural language to get answers from their data without knowing SQL. Find out how this groundbreaking capability works: https://lnkd.in/gMf7z7J5

Autonomous Database now speaks human! The new Select AI feature combines generative #AI with Oracle SQL, so users can ask questions in natural language to get answers from their data without knowing SQL. Find out how this groundbreaking capability works: https://lnkd.in/gs2kf5iJ

Autonomous Database now speaks human! The new Select AI feature combines generative #AI with Oracle SQL, so users can ask questions in natural language to get answers from their data without knowing SQL. Find out how this groundbreaking capability works: https://lnkd.in/dJQYZ3YZ

Autonomous Database now speaks human! The new Select AI feature combines generative #AI with Oracle SQL, so users can ask questions in natural language to get answers from their data without knowing SQL. Find out how this groundbreaking capability works: https://lnkd.in/dyzKG4wj

Autonomous Database now speaks human! The new Select AI feature combines generative #AI with Oracle SQL, so users can ask questions in natural language to get answers from their data without knowing SQL. Find out how this groundbreaking capability works: https://lnkd.in/gyK2tzyk

Autonomous Database now speaks human! The new Select AI feature combines generative #AI with Oracle SQL, so users can ask questions in natural language to get answers from their data without knowing SQL. Find out how this groundbreaking capability works: https://lnkd.in/gDRF6VFw

Autonomous Database now speaks human! The new Select AI feature combines generative #AI with Oracle SQL, so users can ask questions in natural language to get answers from their data without knowing SQL. Find out how this groundbreaking capability works: https://lnkd.in/g2rZpeyR