Search results for #TextToSQL
Built a multi-agent Text-to-SQL system using @GravixLayer that: • Understands your database schema • Generates accurate, secure SELECT-only queries • Translates results into clear, actionable insights Cookbook: github.com/gravixlayer/gr… #AI #TextToSQL #LLM #OpenSource
Tired of data bottlenecks slowing down your 2025 decisions? Our Data Scientist, Brian, just dropped a game-changer! He explains how intermediate languages are smashing #TextToSQL barriers, making #DataAccess truly agile. Read Brian's article: hubs.li/Q03rv_XW0
Is your #LLM confidently incorrect when generating SQL queries? A new paper by our #AI research scientists introduces a robust post-hoc method for calibrating LLM outputs in text-to-SQL -- without LLM re-training bloom.bg/4mTshqz #TextToSQL (1/3) bloom.bg/4kKcclk
Read "Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies" by Terrance Liu (an intern from @SCSatCMU), Shuyi Wang, @daniel_preotiuc, Yash Chandarana & Chirag Gupta of @Bloomberg's #AI Engineering group bloom.bg/4kUSOlK #arxiv #TextToSQL (2/3)
Is your #LLM confidently incorrect when generating SQL queries? A new paper by our #AI research scientists introduces a robust post-hoc method for calibrating LLM outputs in text-to-SQL -- without LLM re-training bloom.bg/4kKcclk #TextToSQL (1/3)
Discussion on challenges of using text to SQL, focusing on improving accuracy with Cortex and post-trained Llama models. Leaders in BERT technology. #textToSQL #Cortex #Llama #AI #BERT #Snowflake #database #schema #query #technology #innovation video.cube365.net/c/973243
Using semantic views, models help business users talk to data via natural language, without the need for SQL or dashboards. #datatotalk #texttosql #naturalanguage #semanticviews #LLM #database #SQLLanguage #dimensionlayer #SQL #dataanalysis video.cube365.net/c/973197
Just fine-tuned a text-to-SQL Gemma model using @nvidia NIMs after days of chasing A100s across cloud providers 😅 I made a Chrome plugin for it and you can find the link in the post here - linkedin.com/posts/gbengawo… #AI #LLM #TextToSQL #Gemma #MLOps
Hands-free Text-to-SQL? Still risky. RAG + metadata help, but agents need human eyes. Hybrid wins: agent runs simple SELECTs, analyst checks the rest. Faster queries, no “DROP TABLE?!” scares. Your take?👇 buff.ly/IWe8S3p #TextToSQL #LLM #SQL #NeurlCreators
Auto-SQL looks slick—until QA & guardrails bite. One hallucinated query can wreck your dashboard. Full automation? Not yet—humans still needed. Wins/fails?👇 neurlcreators.substack.com/p/text-to-sql-… #TextToSQL #LLM #Automation #NeurlCreators
Text-to-SQL feels magical—until a hallucinated JOIN nukes your dashboard. Prod-ready teams defend with: 1️⃣ Rich schema metadata 2️⃣ Safe pre-built views 3️⃣ Few-shot fine-tunes on real queries 4️⃣ Live schema lookups via function calls 👉 buff.ly/JVtKTg0 #TextToSQL #LLM
📊📰 Build an AI-powered text-to-SQL chatbot using Amazon Bedrock, Amazon MemoryDB, and Amazon RDS ift.tt/LD8Xz5b #aws #DataDriven #SQL #AmazonRDS #GenerativeAI #TextToSQL
“ChatGPT for SQL” sounds great—until: 1️⃣ Queries hallucinate 2️⃣ Model ignores your schema 3️⃣ Bad SQL + no guardrails = 🚨 Hand prod keys to an LLM?👇 More: neurlcreators.substack.com/p/text-to-sql-… #TextToSQL #AIinData #SQL #LLM #NeurlCreators
BIRD-SQL | A Big Bench for Large-Scale Database Grounded Text-to-SQLs bird-bench.github.io #AI #GenAI #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
🚀🤖Dynamic text-to-SQL for enterprise workloads with Amazon Bedrock Agents #GenerativeAI #TextToSQL #AmazonBedrock #DataInsights #CloudComputing ift.tt/1HFJ8Vu
🚀DB-GPT-Hub is transforming how we interact with databases! 🔍Using AI, it turns natural language questions into precise SQL queries. 📊The system already demonstrates query execution accuracy in the range of 76-82% Big things ahead! 🌟 #AI #TextToSQL #LLMs #SQL #BigData
Snowflake’s ExCoT: Optimizing Open-Source LLMs with CoT Reasoning and DPO for Enhanced Text-to-SQL Accuracy #ExCoT #LLMoptimization #TextToSQL #AIinBusiness #DataAnalytics itinai.com/snowflakes-exc…
