Promote Sign in Sign up

Database Q&A

Defog ✓

ChatGPT for data, embedded in your app.

7.2k views 29 saves Freemium
Natural Language Processing Data Query Information Retrieval
More categories (4)
Text Analysis Knowledge Extraction Datasets Database Q&A
Visit website Sign in to save

Free

Verdict

A quick read before you dig into the full page.

Best if
ChatGPT for data, embedded in your app
Skip if
Limited feature set
Pick this when
Free-form data questions

Considering AskExcel instead? Compare side by side

Overview

Defog.ai is a natural language data query tool that is embedded in applications. The tool allows users to ask free-form data questions and access data from CSV files or predefined datasets.

Data can be queried from databases such as Redshift and ticket sales, with examples such as a sample dataset called Tickit. The tool enables users to ask questions in any language and provides answers to long-tail questions.

Unlike other solutions, Defog allows data superpowers without compromising on privacy, as it only needs access to the database schema, not the actual data.

The tool is backed by Y Combinator and has a demo available, allowing users to embed data superpowers in their app.

Defog website

Best for

Short scenarios where Defog tends to shine.

  • ChatGPT for data, embedded in your app.

Example outputs 1

Sample generations and before/after results for Defog.

Defog screenshot
Defog screenshot Defog website

Access & connections

Where you can use Defog.

Platforms

Web

Capabilities

What this tool accepts, produces, and is strongest at.

Input

  • API
  • Tabular

Output

  • API
  • Text

Pros & cons

Pros

  • Free-form data questions
  • Works with CSV files
  • Access to various databases
  • Allows data queries in multiple languages
  • Answers to long-tail questions
  • No compromise on privacy
  • Only requires access to database schema
  • Embedded in applications
Show 5 more
  • Y Combinator backed
  • Available demo
  • Can be embedded as a widget
  • Answering questions across different domains
  • Integrate intelligence without exposing data

Cons

  • Only supports CSV files
  • No support for SQL databases
  • Limited predefined datasets
  • Non-customizable data privacy settings
  • Language limitations
  • Limited feature set
  • Lacks mature API
  • Dependency on external databases
Show 2 more
  • No offline functionality
  • Doesn't support real-time data

Compare alternatives

Similar tools in the catalog — with a clear reason to open each one.

Free + from $5/mo

Full comparison

from $1000/mo

Full comparison

Free + from $99/mo

Full comparison

Why look Higher community rating

Full comparison

Why look Higher community rating

Full comparison

Free + from €9.99

Full comparison

People also view

Tools that often show up alongside Defog in collections and comparisons.

Releases 1

Initial release December 30, 2022 Current
Initial release of Defog.

FAQ 12

What is Defog.ai?
Defog.ai is a natural language data query tool that is embedded in applications.
What is the main functionality of Defog.ai?
The main functionality of Defog.ai is to allow users to ask free-form data questions and access data from CSV files or predefined datasets. It has the power to answer long-tail questions.
How does Defog.ai allow users to access data?
Defog.ai allows users to access data by querying databases such as Redshift and ticket sales or by asking questions directly from embedded applications.
What kind of data can be queried with Defog.ai?
With Defog.ai, data can be queried from databases such as Redshift, and other resources like ticket sales. Users can also query data from CSV files or predefined datasets.
Which databases are supported by Defog.ai for data querying?
Defog.ai supports Redshift for data querying.
Does Defog.ai support data queries in languages other than English?
Yes, Defog.ai supports data queries in multiple languages.
What is Defog's approach to privacy and data access?
Defog.ai's approach to privacy and data access is resilient. They require access to your database schema and not the actual data about your customers, avoiding privacy compromises.
What is a long-tail question and how can Defog.ai handle them?
A long-tail question is a query that is specific and less frequently asked. Defog.ai can handle them by providing accurate answers to such niche queries.
How can Defog.ai be used in my application?
Defog.ai can be used in your application as a widget on your existing dashboards, embedded in your app, or as a standalone tool.
What is an example of a query that can be made with Defog.ai?
An example of a query that can be made with Defog.ai could be: 'What percentage of users like rock or jazz music?' or 'What event categories are most popular?'
Who backed the development of Defog.ai?
Defog.ai's development is backed by Y Combinator.
Is there a demo available to test Defog.ai?
Yes, there is a demo available for users to test Defog.ai.
Defog Free
Visit website