Top Tweets for #texttoSQL
"We tried out the LLMs that everyone else was touting. Accuracy was about 10%, not 80%." Stonebraker on real enterprise text-to-SQL. https://t.co/kc7fg8jvAm
#TextToSQL #LLM #DataWarehouse
Mike Stonebraker created Postgres, won the Turing Award, and just tested text-to-SQL on real warehouses. The result: 10%, not the 80% benchmarks claim. New episode.
https://t.co/Nm9Ubybrl5
#TextToSQL #Postgres #DataRenegades
Data Exploration & Database Tools
Kanaries/pygwalker → Turn any dataframe into an interactive Tableau-like UI → https://t.co/9WuNBmByIY
Best industry: Business intelligence, data analytics, fintech, internal tools, startups
#TextToSQL #DataExplorer #OpenSource #DataScience
piglets is a text-to-SQL toolkit.
Current features:
Planning
Pruning
More features coming soon.
All LLM providers supported (via @LangChain).
Databases:
@googlecloud BigQuery
@duckdb
@motherduck
@Snowflake
#texttoSQL
https://t.co/RBwq6PmqNs
Excited to share that two of our papers have been accepted to #ACL 2026 🎉
Happy to see this work from Oracle, together with colleagues and collaborators, recognized at #ACL this year.
#ACL2026 #Oracle #NLP #LLMs #TextToSQL #MultimodalAI #Evaluation #AIResearch
Text-to-SQLの“6つの壁”をAIエージェントで突破！
自然言語でのデータ分析がうまくいかない…そんな悩みをGoogle Cloudが解決します。
具体的な失敗パターンと解決策を解説！
詳細はこちら👇
https://t.co/IkcjhFFVGY
#TextToSQL #AIエージェント #GoogleCloud
We’re presenting TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research at #EMNLP2025. 📍 Hall C, Session 15 📷 Friday, Nov 7 | 14:00–15:30 Come by our poster to discuss! #TinySQL #Interpretability #TextToSQL #AISafety
We’ll be at #EMNLP2025 presenting TinySQL!
Really looking forward to discussing reasoning circuits, dataset design, and model control with everyone.
Poster, paper, and repo all here 👉 https://t.co/hGSRxXAAmb
Come say hi this Friday! 😊
#MechanisticInterpretability #TextToSQL
We’re presenting TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research at #EMNLP2025.
📍 Hall C, Session 15
🗓 Friday, Nov 7 | 14:00–15:30
Come by our poster to discuss!
#TinySQL #Interpretability #TextToSQL #AISafety
We’re presenting TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research at #EMNLP2025.
📍 Hall C, Session 15
🗓 Friday, Nov 7 | 14:00–15:30
Come by our poster to discuss!
#TinySQL #Interpretability #TextToSQL #AISafety
📊📰 Build an AI-powered text-to-SQL chatbot using Amazon Bedrock, Amazon MemoryDB, and Amazon RDS
https://t.co/2PT6EDivi8
#aws #DataDriven #SQL #AmazonRDS #GenerativeAI #TextToSQL
🚀 Big news! Our collab w/ Snowflake, UCSD & UMD topped the BIRD leaderboard — beating prior SOTA by 2.8% in Text-to-SQL reasoning! RL was tough, but worth it.
📢 Best model coming soon.
#AI #LLM #TextToSQL #ReinforcementLearning #Snowflake #UCSD #UMD #NLP #BIRDLeaderboard
We won 1st place in the Tech category at Niyothon 2025 🏆, Niyo’s internal hackathon!
Built a GenAI-powered Text-to-SQL solution that turns natural language into SQL queries, executes them, and returns results.
#Niyothon #LifeAtNiyo #HackathonWinner #GenAI #TextToSQL #Fintech
🚀🤖Dynamic text-to-SQL for enterprise workloads with Amazon Bedrock Agents
#GenerativeAI #TextToSQL #AmazonBedrock #DataInsights #CloudComputing
https://t.co/7ZfFJsapAn
Snowflake’s ExCoT: Optimizing Open-Source LLMs with CoT Reasoning and DPO for Enhanced Text-to-SQL Accuracy
#ExCoT #LLMoptimization #TextToSQL #AIinBusiness #DataAnalytics
https://t.co/2pNHZ06NGS
How can the most accurate SQL be generated for a given question?
We propose a method to significantly boost text-to-SQL accuracy while drastically cutting costs.👇
#NLProc #AI #TextToSQL #LLMs
🚀🤖Build your gen AI–based text-to-SQL application using RAG, powered by Amazon Bedrock (Claude 3 Sonnet and Amazon Titan for embedding)
#SQL #GenerativeAI #TextToSQL #DataAnalysis #NLP
https://t.co/xJOo07EErQ
Trying to create a single AI that can answer all business analytics questions is challenging, if not impossible. - https://t.co/9PqLZFrkHK #artificialintelligence #texttosql
https://t.co/1PVul9uUv7
Evaluating Text-to-SQL LLMs: Key Metrics and Their Significance #genai #llm #texttosql #evals #deepeval @deepveal @EvidentlyAI @deepeval
Terno AI - your one stop solution to all things Analytics.
Transparent
Efficient
Reliable & Secure
Non-Hallucinating & Accurate
Open Source
#analytics #aianalytics #opensource #indianstartup #texttosql #aireport #ai #machinelearning
@arian_ask Impressive work! Have you considered tò test your approach on other less known benchmarks?
Zero-shot Performances seems to be overestimated for famous benchmarks. See how #DataContamination impact on #TextToSQL at https://t.co/frDgmKplxu
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