③/3 ■ 精度改善フレームワーク sciencedirect.com/science/articl… sciencedirect.com/science/articl… #Text2SQL #LLM #MCP

①/3 #論文メモ #Text2SQL #データカタログ ■ コア（データカタログ活用） amazon.science/publications/r… ■ Agent / MCPに近い arxiv.org/abs/2511.17190 ■ メタデータが支配的 arxiv.org/abs/2509.05899

Coming to @HumanXCo next week? Let's chat about: - OpenClaw graph memory - NEW GraphRAG accuracy benchmarks (Evaluation covers 2,010 questions across four task types: Fact Retrieval, Complex Reasoning, Contextual Summarization, and Creative Generation. - Graph-based #text2SQL

We’re building #Text2SQL with FalkorDB as the semantic layer for accurate queries, and @zep_ai #Graphiti for chat memory. Spin up #Postgres fast with @aiven_io. Open source, #MCP, API, and support on Discord: github.com/FalkorDB/Query….

#WordcraftWednesday Want better results from #Text2SQL? Don’t just drop in your query — set the stage first. Add a quick pre-prompt with: 1️⃣ Table names 2️⃣ Column definitions 3️⃣ Key relationships Remember: The AI can’t query what it can’t see.

Text2SQL이 어려운 이유 devocean.sk.com/blog/techBoard… #cloud101 #text2sql

🤯 Text2SQL just got a HUGE upgrade! Long-term memory is HERE. Say goodbye to repetitive instructions! #AI #Text2SQL

당근페이의 Amazon Bedrock 기반 Text-to-SQL로 완성하는 데이터 혁신, Part 2: 데이터 수집과 관리, 향후 계획 aws.amazon.com/ko/blogs/tech/… #cloud101 #text2sql

당근페이의 Amazon Bedrock 기반 Text-to-SQL로 완성하는 데이터 혁신, Part 1: 브로쿼리 개요와 아키텍처 aws.amazon.com/ko/blogs/tech/… #cloud101 #text2sql

🚀 Built a Text2SQL data viz tool! Type a question in plain English → get SQL + instant charts. Powered by CrewAI + Custom DB Check out the demo video! #Text2SQL #AI #DataScience #Python #CrewAI

New #Text2SQL datasets: BiomedSQL & LogicCat! Paper explains: Why do Text-to-SQL datasets lack complex logic & broad coverage? #AI #NLP #DataScience medium.com/p/to-ai-driven…

Is complex reward engineering essential for state-of-the-art text-to-SQL? We've just released Arctic-Text2SQL-R1, which answers this question "NO." See 🧵 and snowflake.com/en/engineering… #Text2SQL #LLM

Think2SQL highlights the power of targeted training strategies to unlock SOTA performance even in smaller models. Work led by @s_papicchio, in collaboration with @RossiSimone93 and Luca Cagliero #Text2SQL #LLM #AI #NLP #ReinforcementLearning @EURECOM @PoliTOnews

SQLAI Review: Text to SQL Queries Generator Read review: guidelogy.com/sqlai-review/ #SQL #SQLAI #Text2SQL #database

1/4 🚀 Big News: We’ve open-sourced @AiDatrics Text2SQL, our framework that turns plain English into SQL queries! 🔥 Built with RAG, it generates accurate SQL—no coding needed. 👉 Next: What makes it different? #AI #Text2SQL #OpenSource #SQL

#text2sql is easy... until it isn't

Unlock the power of synthetic data!💡 Explore our latest proof-of-concept study at Turing, showcasing how we’re transforming natural language into SQL queries with precision. 🚀 Read the full blog here: bit.ly/4anozzC #AI #SyntheticData #Text2SQL #Innovation

🚀 Check out #Chat2DB's intelligent SQL editor! - Syntax highlight, autocomplete, and error marking - Support for multiple SQL dialects - Run multiple queries from one editor - Switch databases & create tables without manual refresh Try it now! #text2sql #SQL #NL2SQL

Architecture diagrams are all the rage, but I find it helpful to create a solution "wireframe" (aka blueprint) first and use it as a guideline for writing modular Python code. Here's an example of a #Text2SQL end-to-end workflow I put together for a recent project. 1/2

@huggingface has released a new feature that makes interacting with datasets even easier. 🌟 Introducing the #Text2SQL feature for the SQL Console – now you can talk to your dataset like never before! 🗣️💻