Run state-of-the-art Natural Language Processing (NLP) across all available text data in your database, in as simple as a few lines of SQL rather than individual API calls and complex ETL pipelines
Avoid security issues when moving your text data outside the database for NLP tasks
Do real-time NLP as data gets in and out of your database
Access pre-trained state-of-the-art NLP models and apply them to your own data in a fast and simple way.
Generate predictions and inference directly at the data layer.
Consume models as regular data and query them with standard SQL.
Flexibility and Simplicity. Call HF models with only a few lines of SQL code.
Access to all Hugging Face models through a single interface.
Remove the need to manipulate data by combining NLP models and data layers seamlessly integrating the model and its predictions at the source.
Leverage MindsDB’s cloud infrastructure to make large batch predictions faster via high-performance GPUs and parallelization.
Automatically classify messages or comments for detecting toxicity or spam
Automatically flag product reviews, mentions, comments as positive, negative, neutral, or label more types of sentiments!
Automatically translate any texts into different languages using AI models
Produce short summaries of long texts without losing the original meaning.
Flag specific types of emotions, like hate speech, in any texts, messages, comments, etc
Labeling texts when you don't even have any training data.
Get it learning. Predicting. Analyzing. Quick results. Minimal setup.
