Top Tweets for #TextToSQL
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
"Ask a question in plain English, get an answer" is one of the most common promises in analytics marketing. The gap between a polished demo and a reliable production system is vast — and closing it is deliberate engineering work. #TextToSQL #EnterpriseAI https://t.co/B3YQRMpY1w
Michael Stonebraker was right about CODASYL. Right about NoSQL. Now he's run text-to-SQL on a real enterprise warehouse and got 10% accuracy against an 80% benchmark.
The pattern is hard to ignore.
https://t.co/wdsunWdpXA
#DataEngineering #TextToSQL #AI
No SQL? No problem.
Ask: “Who are my top 10 customers this month?”
https://t.co/Y8Xd6Wa0LW turns plain English into instant insights from SQL or Odoo — no code needed.
https://t.co/zT2PuDot9x
#NoCode #TextToSQL #BusinessIntelligence #DataAnalytics #QueryMateAI #OdooERP
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
Text-to-SQL tip:
Don't dump full DDL into the LLM prompt.
Embed table schemas + sample rows in pgvector. Retrieve top-k relevant tables per query.
Smaller context = sharper SQL + lower cost.
#SpringAI #TextToSQL #AIEngineering
https://t.co/SNWQpLG1NC
🚀Text-to-SQL playground
Natural language → SQLite queries on credit risk data. Schema, docs, knowledge base + live execution.
Browser-based. Great with local LLMs (Ollama/LMStudio)
Check it: https://t.co/IWTOq9n7Za
Feedback appreciated! 👀
#TextToSQL #LLM #Gemma4 @observablehq
Ask business data questions, Promptev writes and runs the SQL.
Make database insights accessible. Natural language to SQL, with approval flows—your team unlocks data insights, safely and fast.
Try it now https://t.co/EGvhxg8rde
#DataScience #TextToSQL #AI #BusinessIntelligence
"Get me the last ten transactions"—Why Text-to-SQL is harder than it looks.
#TextToSQL #DeepSeek #AI #DataEngineering #Profitaa
https://t.co/UUUDxA9wae
Hybrid Text-to-SQL benchmark featuring QAS with dynamic weights and an interactive analysis dashboard.
Used Gemma 4 26B during development.
Repo: https://t.co/gjigXThCMx
#TextToSQL #LLMEval #Gemma4
A client needed their sales team to query a 50M-row database using plain English.
No SQL knowledge. No training.
Built a Text-to-SQL system with GPT-4 + pgvector that hit 94% accuracy in week one.
#TextToSQL #AIEngineering #FreelanceDeveloper
https://t.co/O4lgnSsHPn
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
A practical comparison of eight text-to-SQL and AI database tools in 2026, covering pricing, schema awareness, open-source picks, and where each tool actually falls short.
#Sql #TextToSql
Link in the first comment 👇
🚀 Takeaways:
➡️Better schema selection → better reasoning
➡️Schema linking is a critical (and often under-explored) lever in Text-to-SQL
➡️Effective design can be both lightweight and powerful, without added complexity
#EACL2026 #NLProc #TextToSQL #AI #Morocco
Will be working on Text-to-SQL agent. as i now have scraped the Schema, so instead of working on frontend (which i hate for no reason). will work on the Text -to-SQL agent.
Any Leads
#LLM #ML #texttosql #sql
Explore structured data using natural language no SQL required. Chat with SQL delivers accurate, controlled insights for teams.
Learn more at https://t.co/cG7Qo1X2ft
#TextToSQL #DataAnalytics #EnterpriseAI #GenerativeAI #AIinBusiness #GenAIProtos
Generating a SQL query using human-defined requirements
LLM turned
plain English → SQL queries.
Schema + intent was enough.
This made databases feel… conversational.
@huggingface @OpenAI @nascomsoft @NasiruAbdulsal5 @geeksforgeeks
#TextToSQL #LLMs #ML #NLPCookbook
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