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Snowflake Cortex

Snowflake's new Cortex platform offers a streamlined solution for developing Large Language Model (LLM) applications with ease, speed, and security. Leveraging Snowflake's robust architecture, Cortex

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  • Free plan available
  • No credit card
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What is Snowflake Cortex?

Snowflake Cortex is a platform for building applications that use large language models, built directly into Snowflake's data warehouse. It allows teams to develop AI applications without managing separate infrastructure or moving data outside their existing Snowflake environment. The platform includes pre-built LLM capabilities and APIs that integrate with your data, designed to be accessible to developers with varying levels of AI experience. Cortex handles the complexity of model deployment, scaling, and security so you can focus on building features.

Key features

Native LLM APIs

Access to multiple language models through simple SQL and Python interfaces integrated into Snowflake

Data integration

Build AI applications directly on top of your data warehouse without extracting or moving data elsewhere

Pre-built models

Ready-to-use models for common tasks like text analysis, translation, and question answering

SQL and Python support

Develop using familiar languages without needing specialist ML frameworks

Managed infrastructure

Snowflake handles model hosting, scaling, and updates automatically

Cost-based pricing

Pay for API calls and compute only when you use the service

Pros & cons

Advantages

  • Keeps data within your Snowflake environment, reducing security and compliance concerns
  • Lower barrier to entry compared to building and hosting custom LLM infrastructure
  • Built-in integration means less data engineering work to connect models with your datasets
  • SQL-native approach allows existing Snowflake users to get started quickly

Limitations

  • Limited to organisations already using Snowflake; requires existing account and data warehouse
  • Model selection is determined by Snowflake rather than choosing from the full open-source ecosystem
  • Costs can accumulate quickly with high-volume API usage depending on query patterns

Use cases

Customer service teams analysing support tickets and generating responses using company data

Marketing teams summarising customer feedback and extracting insights from survey responses

Data analysts building natural language interfaces to query databases without writing SQL

Organisations building internal chatbots trained on proprietary documents and databases

Compliance and legal teams processing and categorising documents at scale

Ready to try Snowflake Cortex?

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Pricing

Freemium

Free tier available

Limited API calls and compute credits to test the platform; paid usage beyond free tier based on consumption

Get started with Snowflake Cortex

Click through to Snowflake Cortex and start using it now.

Try Snowflake Cortex free
  • Free plan available
  • No credit card