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NLP inside your database

NLP inside your database

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About

Apply the power of OpenAI’s GPT-3 and Hugging Face models to the text data in your database in just a few SQL lines

Use simple SQL commands to automatically classify & label text columns, create messages, summarize, translate & more!

Increase data efficiencies

  • Analyze text data: Turn your unstructured data into valuable insights by automatically classifying and labeling it

  • Minimize manual ETL-ing, Data Governance, or Security issues: Apply Hugging Face and OpenAI models directly to your data inside database

  • NLP in Bulk: Run NLP use-cases across all available unstructured data in your tables with a few lines of SQL rather than individual API calls and ETL-ing data

Accelerate AI deployment

  • Leverage state-of-the-art pre-trained NLP models: Access Hugging Face and OpenAI models and apply them to your own data in a fast and simple way for a wide number of use-cases

  • NLP at the Data Layer:‍ Generate predictions and inference directly at the data layer as regular tables.

  • Flexible to use and manage: ‍Call NLP models with only a few lines of SQL code.

Text Classification

Automatically classify messages or comments for detecting toxicity or spam

Sentiment analysis

Automatically flag product reviews, mentions, comments as positive, negative, neutral, or detect certain type of emotion (e.g. hate speech)

Translation

Automatically detect language and translate any texts using pre-trained AI models

Summarization

Produce short summaries of long texts without losing the original meaning.

Question Answering

Automatically respond to questions, comments, or make other conversations

Zero-shot analysis

Labeling texts when you don’t even have any training data.

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