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paper

  • my nl2sql folder semantic scholar (link)

tools

relta

Dataherald

Vanna

  • Vanna git (link)
  • Text-to-SQL for DuckDB database using Vanna, in 25 lines of code (link)
  • Chat with your SQL database using GPT 4o via Vanna.ai (link)
  • Vanna: The Supercharged Text-to-SQL Tool All Data Analyst Were Looking For (link)
  • Build a Chatbot for your SQL database in 20 lines of Python using Streamlit and Vanna (link)
  • Chat with your SQL Database using Llama 3 (link)

WrenAI

  • How we design our semantic engine for LLMs (link)
  • How Snowflake building the most powerful SQL LLM in the world (link)
  • The new wave of Composable Data Systems and the Interface to LLM agents (link)
  • Wren AI Text-to-SQL: API — the good stuff (link)
  • How to use Meta Llama 3 to query MySQL database using Ollama and Wren AI (link)

benchmarks

bird

  • BIRD Text-to-SQL Benchmark (link)

spider

sonstiges

text to cypher

  • Use ChatGPT to Query Your Neo4j Database (link)
  • Generating Cypher Queries With ChatGPT 4 on Any Graph Schema (link)

tag

text to sql

  • From Prototype to Production: Enhancing LLM Accuracy (link)
  • Build a Fully Local RAG App With PostgreSQL, Mistral, and Ollama (link)
  • Query Your PostgreSQL Database with LangChain and Llama 3.1 : Exploring LLMs — 1 (link)
  • Create a SQL Agent using CrewAI and Groq (link)
  • Building a SQL Agent Using CrewAI and Ollama: A Comprehensive Guide (link)
  • Ollama with MySQL+PostgreSQL on AnythingLLM (link)
  • Hermes: A Text-to-SQL solution at Swiggy (link)
  • High accuracy text-to-SQL with Langchain (link)
  • How to use OpenAI GPT-4o to query your database? (link)
  • Chat with your databases using LangChain (link)
  • Introducing NSQL: Open-source SQL Copilot Foundation Models (link)
  • Introducing DataLang — Ask questions to your Database in Natural Language (link)
  • GPT-4’s SQL Mastery (link)
  • The Future of SQL: Crafting Queries with Large Language Models (link)
  • Text2SQL OpenSource : duckdb-nsql-7B with Ollama and LlamaIndex on local setup (link)
  • How we built Text-to-SQL at Pinterest (link)
  • What we learned from Pinterest’s Text-to-SQL solution? (link)
  • gptsql (link)
  • Retrieval Augmented Generation(RAG) — Chatbot for database with LlamaIndex (Text2SQL) (link)
  • LLMs Meet SQL: Revolutionizing Data Querying with Natural Language Processing (link)
  • An AI application that can chat with with very large SQL databases. (link)
  • Cheshire-Cat plugin SQL (link)
  • Can LLMs Replace Data Analysts? Building An LLM-Powered Analyst (link)
  • Can LLMs Replace Data Analysts? Getting Answers Using SQL (link)
  • Generative AI with SQL — First Impressions (link)
  • Chat with your SQL database using Claude 3 (link)
  • Open-sourcing SQLCoder-70B, the state of the art in text to SQL generation (link)
  • How to use Mixtral -8x7B for Text-to-SQL (link)
  • SQLCoder-70B (link)
  • Building Your Own Text-to-SQL: Steps And Requirements (link)
  • Making a Production LLM Prompt for Text-to-SQL Translation (link)
  • SQLCoder-2–7b: How to Reliably Query Data in Natural Language, on Consumer Hardware (link)
  • Top 4 Challenges using RAG with LLMs to Query Database (Text-to-SQL) and how to solve it. (link)
  • How do you use LangChain to build a Text-to-SQL solution? What are the challenges? How to solve it? (link)
  • Architectural Patterns for Text-to-SQL: Leveraging LLMs for Enhanced BigQuery Interactions (link)
  • ChatGPT vs Claude 3 — Which is better for text-to-SQL (link)
  • SQL Assistant: Text-to-SQL Application in Streamlit (link)
  • Introducing NSQL: Open-source SQL Copilot Foundation Models (link)
  • NSQL git (link)
  • AI-Powered Text-to-SQL Translation in (link) (link)