AI · alternatives · 2026
24 alternatives to AI-Powered Natural Language to SQL
Turn questions into data insights with privacy-first AI
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.
- 1
- 2
- 3
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 →
- 4
Generate SQL with AI for business and data teams
2023 · its alternatives →
- 5
inferring sql queries from plain-text questions about tables - paulfitz/mlsql
2019 · github.com · its alternatives →
- 6
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 →
- 7
- 8NL
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 →
- 9
- 10
Would love thoughts! Here is the HF page: https://huggingface.co/chatdb/natural-sql-7b
2024 · github.com · its alternatives →
- 11AA
2019 · askdata.com · its alternatives →
- 12
- 13
- 14AN
2016 · blog.ayoungprogrammer.com · its alternatives →
- 15
- 16
- 17
Generate SQL directly in your browser with help of AI
2022 · chromewebstore.google.com · its alternatives →
- 18
sqlTranslate▲94sql, data, analytics, database, query, syntax, translation
2023 · askai.free · its alternatives →
- 19
SQL Ease▲91Instant SQL queries - Let AI do the work
2023 · sqlease.buildnship.in · its alternatives →
- 20
- 21
Turn natural language into SQL queries with AI - instantly
Jul 2026 · text2sql.io · its alternatives →
- 22
CamelAI▲194camelAI turns your database into an AI data analyst. Ask questions in plain English, get instant reports with visualizations - no SQL required. Why we built this: - Business teams waste hours waiting for data analysts to build dashboards - Non-technical founders can't get quick insights from their own data - Writing SQL queries is a barrier to data-driven decisions What makes it different: - Uses DuckDB to query terabytes in seconds (built-in, no setup needed) - Supports advanced analytics (cohort analysis, statistical computations) not just basic SQL - Multi-turn conversations: AI explores…
2025 · camelai.com · its alternatives →
- 23
Text2Query▲103Turn plain language into powerful database queries
2025 · text2query.com · its alternatives →
- 24
Also compare
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 →