Publicações com #Text2sql
#Text2sql
Publicações públicas do X que usam #Text2sql.
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Excited to share that our recent work DivSkill-SQL is now ranked #1 on the official Spider2-Lite leaderboard🎉 Text-to-SQL agent ensembling, which generates multiple SQL candidates, then selects the best one, has been shown to be effective.
15141.5K- @J10ngl1ZOur idea is to optimize the ensemble more directly for Pass@K. Specifically, we aim to learn residual skills that capture the missing capabilities needed to address what existing agents fail to solve. This leads to more diverse, targeted, and effective Text-to-SQL ensembles.103176
- @J10ngl1ZHuge thanks to collaborators at Snowflake AI Research and UCSD: @howardghqqq, @parjanyapp, @nikkiklj1, @BaharanKhatami, @XuCanwen, @Xiaodong_Yu_126, @YingyuL2, @yao_zhewei, @YuxiongH, Babak Salimi! Our paper: #Text2SQL #Agents #LLM #Databases103266
#QueryWeaver #MCP is out! Talk with your database(s) with this open-source #Text2SQL tool 👇 Check it out: See it in action today (9.9):013278
MyScale@MyScaleDBText-to-SQL combined with retrieval augmentation is taking #LLM-powered apps to new heights. @MyScaleDB, a SQL #vectordatabase, supports both #Text2SQL and vector queries. ❓Wanna see how we automate this process? Try out ChatData now👉003242
- Learn more about using LangChain to build a RAG text-to-SQL solution, the challenges you will face when moving to production use cases, and how you can solve them! 🚀 Great post written by @chilijung! #langchain #text2sql #sql #ai #gpt #openai #rag #pipeline Check it out:
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It's easy to generate a 2022 summary of a #GitHub repository with #OpenAI: 1. Open (or choose another repo) 2. Ask questions with natural language 3. Run SQL (generated by AI) to get result Q1: How many pull requests open in 2022 of this repo #OpenSource
34133.2K- @OSSInsightQ2: How many stars (WatchEvent) this year of this repo A: 3572 #OpenSource #OpenAI #text2sql #GitHub #AnnualReport2022
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- MyScale@MyScaleDB🥳Introducing an excellent update on ChatData! Wikipedia is now available as a knowledge base! 😉Come unlock the true potential of information retrieval with ChatData and discover a world of knowledge at your fingertips. #selfquery #text2sql #vectorsql #vectordatabase0296K
Tech At Bloomberg@TechAtBloombergA team of researchers from Bloomberg’s #AI Engineering group introduced PExA, an #agenticAI framework that achieved 70.2% execution accuracy on the Spider 2.0 leaderboard, one of the most demanding benchmarks for #text2sql generation #CodeGeneration (1/2)1091.8K
Davood Rafiei@DavoodRafieiOur #EMNLP2023 main paper "Evaluating Cross-Domain Text-to-SQL Models and Benchmarks" is now at The evaluation includes major #text2sql benchmarks, showing some of the areas for improvement. #spider #bird107364
- We have implemented a very similar architecture to @PinterestEng Text-to-SQL solution, and it's all open-sourced! Check us out on GitHub: Pinterest Text-to-SQL: #text2sql #nlp #gpt #openai #wrenai #ai
Howard Chi 🪶 @chilijungLearned a lot through the post about how Pinterest built its text-to-SQL infrastructure. You can get most of the features on @getwrenai, and they are all open-sourced on Github014437 
Learned a lot through the post about how Pinterest built its text-to-SQL infrastructure. You can get most of the features on @getwrenai, and they are all open-sourced on Github
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Tanmay Parekh@tparekh97Proposing a new “Parallel Exploration” Agentic framework PExA for complex code generation, specifically text-to-SQL. We achieve one of the best numbers on the Spider 2.0 leaderboard. Paper incoming on ArXiv soon! #agenticAI #text2sql #llmTech At Bloomberg @TechAtBloombergA team of researchers from Bloomberg’s #AI Engineering group introduced PExA, an #agenticAI framework that achieved 70.2% execution accuracy on the Spider 2.0 leaderboard, one of the most demanding benchmarks for #text2sql generation #CodeGeneration (1/2)2191.2K
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Xutan Peng@Pzoom522We've updated the preprint - with #vulnerability demonstrations on *four* new commercial applications (namely #ChatGPT, #Text2Sql.ai, AiHelperBot, ToolSKE) in addition to the two targets in our previous version (Baidu UNIT & Ai2Sql)! #NLProc #NLP #cybersecurityXutan Peng @Pzoom522🚨Oops! Hackers may use Text-to-SQL models to break into your valuable databases!🚨 In our recent work ( we made the 1⃣st demonstration on the danger of #NLProc models being exploited to attack *commercial* software *in the wild*😈 #cybersecurity (1/6)0271.2K- Xutan Peng@Pzoom522🚨Oops! Hackers may use Text-to-SQL models to break into your valuable databases!🚨 In our recent work ( we made the 1⃣st demonstration on the danger of #NLProc models being exploited to attack *commercial* software *in the wild*😈 #cybersecurity (1/6)
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