Features
- Increase Data Efficiencies: Automatically classify and label unstructured text data, minimizing manual data processing and reducing security risks.
- NLP in Bulk: Execute NLP use-cases across all available unstructured data with simple SQL commands, eliminating the need for individual API calls.
- Accelerate AI Deployment: Access state-of-the-art pre-trained NLP models and apply them to your data for a wide range of use-cases, facilitating faster AI deployment.
- NLP at the Data Layer: Generate predictions and inference directly at the data layer using SQL commands, reducing development complexity.
Use Cases:
- Text Classification: Automatically classify messages or comments for toxicity detection or spam filtering.
- Sentiment Analysis: Flag product reviews, mentions, comments as positive, negative, or neutral, and detect hate speech.
- Translation: Detect language and translate texts using pre-trained AI models.
- Summarization: Produce short summaries of long texts without losing the original meaning.
- Question Answering: Automatically respond to questions or comments based on the content.
- Zero-shot Analysis: Label texts when you don’t have any training data.
MindsDB simplifies AI deployment and optimizes data efficiencies by enabling the application of NLP models directly to your text data within the database.
