Defog Data

Jan 30, 2024

Open-sourcing SQLCoder-70B, the state of the art in text to SQL generation

Making our our text to SQL model 30 percentage points more accurate over 5 months

Jan 30, 2024

A Practical Guide to Implementing Text-to-SQL LLMs in Enterprises

It’s the mundane stuff that makes the magic work.

Nov 22, 2023

Announcing Defog’s $2.2M fundraise to build LLMs for data analysis

Furthering our SoTA open-source models research and productionization

Oct 6, 2023

Defog is now SOC-2 Type II compliant

Defog is now SOC-2 Type II compliant – a recognition of our data security efforts and privacy friendly architecture

Oct 5, 2023

Launching Defog Agents: AI Assistants for complex data workflows

Handle complex, multi-step workflows in SQL, Python and R with human-in-the-loop agents.

Oct 4, 2023

SQLCoder 2: technical insights for fine-tuning and dataset generation

How we got a double digit percentage point improvement over the original SQLCoder model

Oct 3, 2023

Open-sourcing SQLCoder2-15b and SQLCoder-7b

Open-sourcing the next generations of SoTA text to SQL models: SQLCoder2 and SQLCoder-7B

Aug 20, 2023

Open-sourcing SQLEval: our framework for evaluating LLM-generated SQL

This post details the design choices we made when building our SQL evaluation tools, and the underlying motivations behind them.

Aug 20, 2023

Open-sourcing SQLCoder: a state-of-the-art LLM for SQL generation

We are thrilled to open-source Defog SQLCoder: a 15B parameter LLM that outperforms gpt-3.5-turbo on text-to-SQL tasks.

Jun 16, 2023

Reflecting on the craft of writing in an AI age

LLMs can be excellent research assistants, brainstorming partners and language tutors. But don’t let AI do the writing for you.

Jun 6, 2023

May 2023 Product Update

We released a new feature every day in May. This includes an upgraded Free plan with API access, much quicker integrations, a richer chat interface and lots more.

Jun 2, 2023

Can large language models do unbiased data analysis?

LLMs are incredibly useful for basic statistical tasks, offering a great starting point and assisting in generating code snippets. But, human validation and fine-tuning remains essential.

Jun 1, 2023

Privacy-first data analysis with AI

Defog’s privacy friendly architecture and enterprise grade security keeps your data safe

May 18, 2023

Launching Defog’s Pilot Program

We’ve created an 8-week programme to help you implement an AI assistant in your app, evaluate its impact, and understand the strengths and weaknesses of the latest AI technologies for your business.

Jan 4, 2023

Defog.ai is backed by Y Combinator

We are thrilled to be part of the YC community and are launching early access to Defog.