12h ago 路 5 min read 路 While working on enterprise Text-to-SQL, one distinction keeps coming up: Semantic context and relationship context are not the same thing. Semantic context helps the system understand business meanin
Join discussionSep 1, 2025 路 3 min read 路 馃摑 Quick Summary: Wren AI is an open-source GenBI agent that allows users to query databases using natural language. It generates SQL queries (Text-to-SQL), creates charts (Text-to-Chart), and provides AI-powered insights, aiming to simplify business...
Join discussionJul 24, 2025 路 1 min read 路 Tired of writing SQL code manually? Now you don鈥檛 have to. dbForge AI Assistant can generate accurate, context-aware queries in seconds, just by interpreting your plain text request. Whether you're a developer, DBA, analyst, or manager, this tool sim...
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Mar 4, 2025 路 4 min read 路 This guide explores methodologies, benchmarks, challenges, architectures, and future directions. [LLMs, NLP, Database, Text-to-SQL, AI, MachineLearning, DataScience, GenerativeAI, SQL] 馃殌 Next-Generation Database Interfaces: A Comprehensive Survey of...
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Jan 26, 2025 路 10 min read 路 1. SQL End-to-End Pipelines 馃拃 Before馃帀 After Writing SQL queries manually.Use Hugging Face Grappa (open-source) to translate text to SQL. Learning database schema and syntax.Combine Whisper + Grappa for open-source voice-to-SQL translation. ...
Join discussionNov 20, 2024 路 5 min read 路 In today鈥檚 data-driven world, enterprises rely heavily on structured datasets stored in databases to make informed decisions. However, querying these databases often requires expertise in SQL (Structured Query Language), creating barriers for non-tec...
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Mar 11, 2024 路 14 min read 路 Introduction Welcome to our deep dive into revolutionizing the way we interact with databases using Natural Language Processing (NLP) and LangChain. In today's data-driven world, the ability to query databases without needing to know complex SQL synt...
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Jun 28, 2023 路 1 min read 路 Recently I participated Monday ai Hackathon where I combined the Google text to speech model(you can also use whisper by open ai )and Codex model to create a dynamic solution that enables voice commands to manipulate database tables and automate SQL ...
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