Natural Language to SQL / Generative BI
Unified NLQ (Natural Language Query)
Tools
- Dataherald - natural language-to-SQL engine built for enterprise-level question answering over structured data. HN launch post.
- SQLCoder-2–7b: How to Reliably Query Data in Natural Language, on Consumer Hardware | by Sjoerd Tiemensma | Use AI | Medium
- GitHub - RamiKrispin/lang2sql: A tutorial for setting an SQL code generator with the OpenAI API
- Waii - World's most powerful SQL API built with generative AI
- SAAS - Text to SQL & AI Query Generator | Text2SQL.ai
- Uber - QueryGPT
- Wren AI | GenBI (Generative BI) & Embedded Analytics for Smarter Decisions
- GitHub - Canner/WrenAI: ⚡️Wren AI is your GenBI Agent, that you can query any database with natural language, get accurate SQL(Text-to-SQL), charts(Text-to-Charts) & AI-generated insights in seconds.
- GitHub - Canner/wren-engine: 🤖 The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents 🔥
- Wrenai Cloud Api Demo - a Hugging Face Space by getWrenAI
Code
from langchain import OpenAI, SQLDatabase, SQLDatabaseChain
Generative BI in Telecom
- Practical use cases of Generative AI in Telecom
- pages.awscloud.com/rs/112-TZM-766/images/Altman Solon_AWS_Telecoms Generative AI Study.pdf
- Generative AI in Telecom: 5 Use Cases & Future Outlook
Links
- Natural Language to SQL | LangChain, SQL Database & OpenAI LLMs - YouTube
- Generative AI use case: Unified Natural Language Query (LLM to SQL) - YouTube
- Chat with SQL and Tabular Databases using LLM Agents (DON'T USE RAG!) - YouTube
- Natural Language to SQL using Google's Gemini Pro Model | SQL Database | Python - YouTube
- End To End Text To SQL LLM App Along With Querying SQL Database Using Google Gemini Pro - YouTube
- Pinterest's Text to SQL system through LLMs!
- Amazon Q generative SQL in Amazon Redshift Query Editor Public Preview Demo | Amazon Web Services - YouTube
- The Future of Tableau-Centric Roles: What’s Next for Data Professionals in the Next Five Years (per Deep Research)? | by Adam Mico | Bootcamp | Medium
- Has Self-Serve BI Finally Arrived Thanks to AI? | ssp.sh
- SQL-GPT: The Dawn of a New SQL Era