> ## Documentation Index
> Fetch the complete documentation index at: https://docs.pinecone.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Snowflake

> Connect Pinecone and Snowflake to ship vector search and RAG: embed, index, and query at scale with managed infrastructure.

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Deploy and run Pinecone with Snowpark Container Services. Snowpark Container Services is a fully managed container offering designed to facilitate the deployment, management, and scaling of containerized applications within the Snowflake ecosystem. This service enables users to run containerized workloads directly within Snowflake, ensuring that data does't need to be moved out of the Snowflake environment for processing. Unlike traditional container orchestration platforms like Docker or Kubernetes, Snowpark Container Services offers an OCI runtime execution environment specifically optimized for Snowflake. This integration allows for the seamless execution of OCI images, leveraging Snowflak's robust data platform.

<PrimarySecondaryCTA primaryLabel={"Get started"} primaryHref={"https://www.snowflake.com/blog/snowpark-container-services-deploy-genai-full-stack-apps/"} />

## Related articles

* [Snowpark Container Services: Securely Deploy and run Sophisticated Generative AI and full-stack apps in Snowflake](https://www.snowflake.com/blog/snowpark-container-services-deploy-genai-full-stack-apps/)