MindsDB is a tool that allows you to apply NLP models like OpenAI GPT and Hugging Face to your text data using simple SQL commands within your database environment.
Features
Automatically classify and label text columns
Create messages
Summarize and translate text
Analyze unstructured data for valuable insights
Run NLP use-cases across all available unstructured data in your tables
Generate predictions and inference directly at the data layer
Call NLP models with only a few lines of SQL code
Access NLP models and data through a single interface inside the database environment
Easily build multi-layered AI solutions
Use Cases
Classify and label text in your database
Extract insights from text data inside databases
Perform sentiment analysis, question answering, and text summarization on database data
Make your database intelligent by predicting and analyzing data
Suited For
Data analysts
Data scientists
Database administrators
Machine learning practitioners
AI developers
FAQ
Can I apply NLP models like OpenAI GPT and Hugging Face to my text data?
Yes, MindsDB allows you to apply these models to your text data using simple SQL commands.
What type of insights can I gain from analyzing unstructured data?
By automatically classifying and labeling unstructured data, you can extract valuable insights and make predictions based on that data.
Can I generate predictions and inferences directly at the data layer?
Yes, MindsDB allows you to generate predictions and inferences directly within your database environment using regular tables.