Snowflake Cortex

service · part of Snowflake

A set of AI functions within Snowflake for tasks like LLM completion, search, and sentiment analysis.

Inside Snowflake Cortex (10)

Snowflake Cortex ML functions — Managed ML capabilities including FORECAST, ANOMALY_DETECTION, TOP_INSIGHTS, and CLASSIFICATION that typically require training on user data.
Cortex Analyst — Snowflake service that converts natural-language business questions into SQL using a semantic model, enabling self-service analytics.
Cortex Search service — A Snowflake service that provides search capabilities over data, queried via SQL or CLI.
Cortex Fine-Tuning — Snowflake Cortex Fine-Tuning is a feature that allows users to fine-tune supported base models using domain-specific training data stored in Snowflake.
Cortex LLM functions — Snowflake functions using pretrained language models for tasks like COMPLETE, SUMMARIZE, TRANSLATE, SENTIMENT, and EXTRACT_ANSWER.
Cortex ML Classification — A higher-level managed function in Snowflake Cortex for classification tasks, offering less customization than Snowpark ML.
Cortex ML functions — Managed functions for fast tasks such as forecasting, anomaly detection, classification, and metric contribution analysis.
Cortex Search — Snowflake semantic search service for text stored in Snowflake tables, enabling natural language queries and supporting RAG architectures.
SNOWFLAKE.CORTEX.COMPLETE — A function that accepts a message array for multi-turn conversations.
SNOWFLAKE.CORTEX.SUMMARIZE — A Snowflake Cortex function that summarizes text, which can be chained with COMPLETE.

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