AI · alternatives · 2026
24 alternatives to Dataherald
Embed NL-to-SQL into your product
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Dataherald launched in 2024; newer entries below may have overtaken it.
- 1
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 →
- 2
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 →
- 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
Would love thoughts! Here is the HF page: https://huggingface.co/chatdb/natural-sql-7b
2024 · github.com · its alternatives →
- 5
inferring sql queries from plain-text questions about tables - paulfitz/mlsql
2019 · github.com · its alternatives →
- 6
Natural language API using Google machine learning
2016 · cloud.google.com · its alternatives →
- 7
sqlTranslate▲94sql, data, analytics, database, query, syntax, translation
2023 · askai.free · its alternatives →
- 8
Text2Query▲103Turn plain language into powerful database queries
2025 · text2query.com · its alternatives →
- 9DS
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 →
- 10
Query OpenAI’s GPT-3 from directly inside your database
2023 · mindshub.ai · its alternatives →
- 11
- 12
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 →
- 13
open-source agentic AI data assistant for the next generation of AI + Data products. - eosphoros-ai/DB-GPT
2023 · github.com · its alternatives →
- 14
- 15
- 16AN
2016 · blog.ayoungprogrammer.com · its alternatives →
- 17
- 18
Kueri Platform▲121A complete platform for integrating natural language to SQL
2016 · its alternatives →
- 19AA
2019 · askdata.com · its alternatives →
- 20
- 21
- 22
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 →
- 23NL
2016 · kueri.me · its alternatives →
- 24
Python dev to an NLP data scientist with practical projects
2022 · its alternatives →
Also compare
- We open sourced our entire text-to-SQL product alternatives
- Dataherald AI – Natural Language to SQL Engine alternatives
- Natural Language to SQL "Text-to-SQL" API alternatives
- Natural-SQL-7B, a strong text-to-SQL model alternatives
- Translate English to SQL alternatives
- Google Cloud Natural Language API alternatives
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 →