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Dev tools · alternatives · 2026

24 alternatives to Natural-SQL-7B, a strong text-to-SQL model

Would love thoughts! Here is the HF page: https://huggingface.co/chatdb/natural-sql-7b

Natural-SQL-7B is a text-to-SQL model that converts natural language queries into SQL statements. It is designed for developers and data professionals who need to translate plain English questions into database… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Natural-SQL-7B, a strong text-to-SQL model launched in 2024; newer entries below may have overtaken it.

  1. 1NL

    Hi HN- Today, we are releasing the hosted API for our natural language to SQL engine, which allows you to: (1) Explain Your Data: Feed in dictionaries, dbt, schemas, Confluence docs - we'll understand the business context to your data. (2) Train Your AI: Fine-tune an LLM (including GPT-4) specifically for your data, increasing accuracy and lowering latency (3) Trust the Answer: See confidence scores with each AI-generated query, stay in control. (4) Conduct complex SQL queries Problem background - Developers struggle to build NL-to-SQL into products because LLMs do not work out-of-the-box;…

    2024 · dataherald.com · its alternatives →

  2. 2

    Long story short: We (Dataherald) just open-sourced our entire codebase, including the core engine, the clients that interact with it and the backend application layer for authentication and RBAC. You can now use the full solution to build text-to-SQL into your product. The Problem: modern LLMs write syntactically correct SQL, but they struggle with real-world relational data. This is because real world data and schema is messy, natural language can often be ambiguous and LLMs are not trained on your specific dataset. Solution: The core NL-to-SQL engine in Dataherald is an LLM based agent…

    2024 · github.com · its alternatives →

  3. 3

    inferring sql queries from plain-text questions about tables - paulfitz/mlsql

    2019 · github.com · its alternatives →

  4. 4DS

    I played around with GPT-3 to build this demo. Select a public BigQuery dataset and describe your query in natural English, then edit the generated SQL as needed and execute it. https://app.tabbydata.com/sql-assistant-demo

    2021 · its alternatives →

  5. 5

    Hi HN community. We are excited to open source Dataherald’s natural-language-to-SQL engine today (https://github.com/Dataherald/dataherald). This engine allows you to set up an API from your structured database that can answer questions in plain English. GPT-4 class LLMs have gotten remarkably good at writing SQL. However, out-of-the-box LLMs and existing frameworks would not work with our own structured data at a necessary quality level. For example, given the question “what was the average rent in Los Angeles in May 2023?” a reasonable human would either assume the…

    2023 · github.com · its alternatives →

  6. 6

    Write SQL & analyze data with ai

    2024 · chat2db.ai · its alternatives →

  7. 7

    Write SQL without knowing SQL

    2023 · supabase.com · its alternatives →

  8. 8

    Turn everyday language into SQL queries

    2025 · its alternatives →

  9. 9

    sql, data, analytics, database, query, syntax, translation

    2023 · askai.free · its alternatives →

  10. 10

    Turn plain language into powerful database queries

    2025 · text2query.com · its alternatives →

  11. 11

    Convert natural language to sql queries

    2023 · its alternatives →

  12. 12

    Communicate with databases like a human

    2017 · friendlydata.io · its alternatives →

  13. 13

    Embed NL-to-SQL into your product

    2024 · its alternatives →

  14. 14AA
  15. 15

    A complete platform for integrating natural language to SQL

    2016 · its alternatives →

  16. 16

    A Go SQL query builder and struct mapper. Contribute to samonzeweb/godb development by creating an account on GitHub.

    2016 · github.com · its alternatives →

  17. 17

    Generate SQL with AI for business and data teams

    2023 · its alternatives →

  18. 18
    ChatDB▲25

    Chat database in Natural Language

    2025 · chatdb.live · its alternatives →

  19. 19AN
  20. 20

    Chat & Question your Database in Natural Language.

    2025 · neobase.cloud · its alternatives →

  21. 21

    Converse with your data in natural language

    2023 · ai2sql.io · its alternatives →

  22. 22NL
  23. 23

    A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL - eosphoros-ai/DB-GPT-Hub

    2023 · github.com · its alternatives →

  24. 24

    AI SQL builder that speaks your language.

    Oct 2025 · npmjs.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →