sqlcoder vs ada

sqlcoder

SoTA LLM for converting natural language questions to SQL queries (by defog-ai)

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ada

Accelerate your data analysis with AI. (by BenderV)

AI Business Intelligence SQL

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ada.universaldata.io

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sqlcoder		ada
	Project
2	Mentions	5
2,836	Stars	29
9.9%	Growth	-
8.6	Activity	8.7
9 days ago	Latest Commit	13 days ago
Jupyter Notebook	Language	Python
Apache License 2.0	License	GNU Affero General Public License v3.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

sqlcoder

Posts with mentions or reviews of sqlcoder. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-23.

Show HN: Dataherald AI – Natural Language to SQL Engine
5 projects | news.ycombinator.com | 23 Aug 2023

There are pretty large NL -> SQL datasets (e.g. this ~80K sample dataset: https://huggingface.co/datasets/b-mc2/sql-create-context). An OSS model based on StarCoder was also recently published which is roughly between GPT-3.5 and GPT-4: https://github.com/defog-ai/sqlcoder
SQLCoder: 15B param OSS LLM that outperforms GPT-3.5 for text to SQL generation
1 project | news.ycombinator.com | 21 Aug 2023

ada

Posts with mentions or reviews of ada. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-22.

ADA: Accelerate Data Analysis with AI
3 projects | news.ycombinator.com | 22 Mar 2024
Ask HN: What apps have you created for your own use?
212 projects | news.ycombinator.com | 12 Dec 2023

I built Ada - https://github.com/BenderV/ada - a BI tool to leverage AI for data analysis.
Show HN: Dataherald AI – Natural Language to SQL Engine
5 projects | news.ycombinator.com | 23 Aug 2023

I switched to chat version, named [Ada](https://github.com/BenderV/ada), and IMHO, it's better. The AI explore the database, it's connection, the data format & co. Plus, it help with ambiguity and feels more "natural".

What are some alternatives?

When comparing sqlcoder and ada you can also consider the following projects:

dataherald - Interact with your SQL database, Natural Language to SQL using LLMs

spider - scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

LLMStack - No-code multi-agent framework to build LLM Agents, workflows and applications with your data

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

sql-examples - Curated list of SQL to help you find useful script easily 🚀

gitbi - Lightweight BI app based on git repo

beekeeper-studio - Modern and easy to use SQL client for MySQL, Postgres, SQLite, SQL Server, and more. Linux, MacOS, and Windows.

tableQA - AI Tool for querying natural language on tabular data.