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AI · alternatives · 2026

24 alternatives to We open sourced our entire text-to-SQL product

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…

Dataherald is an open-source text-to-SQL engine that converts natural language queries into accurate SQL statements. Built for developers integrating conversational database access into applications, it uses an… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. We open sourced our entire text-to-SQL product launched in 2024; newer entries below may have overtaken it.

  1. 1

    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 →

  2. 2

    Embed NL-to-SQL into your product

    2024 · its alternatives →

  3. 3NL

    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 →

  4. 4

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

    2024 · github.com · its alternatives →

  5. 5

    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 →

  6. 6

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

    2019 · github.com · its alternatives →

  7. 7

    Empowering you to leverage the world’s data

    2021 · its alternatives →

  8. 8

    I have been working on SQL Explorer, an open source, Django-based reporting and query tool for (gulp!) almost ten years. It's a tool that fits just right for me and many others, and I love and use almost every day. Write SQL, share results, do some analysis, get insight. No surprises. A live demo instance is here (no login or anything required): https://demo.sqlexplorer.io/ And here's a fairly unprofessional, but very enthusiastic, video tour: https://sql-explorer.s3.amazonaws.com/Sql+Explorer+5.mp4 The UI is constrained enough that there's very little to learn,…

    2024 · github.com · its alternatives →

  9. 9

    Using SQL's Turing Completeness to Build Tetris. Contribute to nuno-faria/tetris-sql development by creating an account on GitHub.

    2024 · github.com · its alternatives →

  10. 10DS

    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 →

  11. 11
    ShapedQL▲211

    The SQL engine for search, feeds, and AI agents

    Jan 2026 · its alternatives →

  12. 12

    I've always been curious about how SQL engines actually work. So I built a minimum viable SQL engine in Go. - Supports CSV files as tables - Supports SELECT, FROM, WHERE, LIMIT It's very simple: 1. Parses query string 2. Converts it into an AST representation 3. Executes the query against the CSV 4. Returns the results

    2024 · github.com · its alternatives →

  13. 13

    Turn plain language into powerful database queries

    2025 · text2query.com · its alternatives →

  14. 14

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

    2023 · askai.free · its alternatives →

  15. 15

    DGate is fast and easy-to-use database client and SQL editor for MySQL, PostgreSQL, SQL Server, MongoDB and more. For desktop and web, it's open-source.

    2021 · dbgate.org · its alternatives →

  16. 16

    The easiest data visualization tool you've every seen

    2022 · its alternatives →

  17. 17

    A complete platform for integrating natural language to SQL

    2016 · its alternatives →

  18. 18

    Built a tool for transforming unstructured data into structured outputs using language models (with 100% adherence). If you're facing problems getting GPT to adhere to a schema (JSON, XML, etc.) or regex, need to bulk process some unstructured data, or generate synthetic data, check it out. We run our own tuned model (you can self-host if you want), so, we're able to have incredibly fine grained control over text generation. Repository: https://github.com/automorphic-ai/trex Playground: https://automorphic.ai/playground

    2023 · automorphic.ai · its alternatives →

  19. 19

    TextQL open-sources Ana Small, a barebones text-to-SQL tool that outperforms every major competitor on complex benchmarks -- and it is free to use.

    2025 · textql.com · its alternatives →

  20. 20

    open-source agentic AI data assistant for the next generation of AI + Data products. - eosphoros-ai/DB-GPT

    2023 · github.com · its alternatives →

  21. 21

    A pure ORM for writing native SQL queries yielding pure business objects - craigmichaelmartin/pure-orm

    2021 · github.com · its alternatives →

  22. 22

    LBADD: An experimental, distributed SQL database. Contribute to tomarrell/lbadd development by creating an account on GitHub.

    2019 · github.com · its alternatives →

  23. 23

    Convert natural language to sql queries

    2023 · its alternatives →

  24. 24KA

    The most powerful type-safe SQL query builder for TypeScript

    2023 · kysely.dev · its alternatives →

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