Resources By Function
Nissan,Innovate with AIon Snowflake
Snowflake Cortex AI is a fully managed service designed to unlock the potential of the technology for everyone within an organization, regardless of their technical expertise. It provides access to industry-leading large language models (LLMs), enabling users to easily build and deploy AI-powered applications. By using Cortex, enterprises can bring AI directly to the governed data to quickly extend access and governance policies to the models.
Easy
Run top-tier LLMs, state-of-the-art RAG and other gen AI services next to your governed data.
Efficient
Skip the infrastructure management with serverless AI to analyze unstructured data, build data agents and other AI apps.
Trusted
Protect the value of your data and models with industry-leading security and unified governance trusted by thousands of organizations.
Cortex Analyst
Enable business users to interact with data using natural language, helping them to find answers faster, self-serve insights and save valuable time.
Cortex Search
Quickly and securely find information by asking questions within a given set of documents with fully managed text embedding, hybrid search (semantic + keyword) and retrieval.
LLMs and embed models
Access top-tier large language models (LLMs) such as Anthropic Claude, Meta Llama 3, Mistral Large and more using serverless functions and APIs.
Cortex Agents
Break down user questions and route data requests to Cortex AI retrieval services.
AI & ML Studio
Empower users of all technical levels to securely use AI with a built-in no-code development interface.†
Cortex fine-tuning
Customize LLMs securely and effortlessly to increase the accuracy and performance of models for use-case specific tasks.

Snowflake Cortex Key Use Cases
Text processing at scale
Any user can incorporate LLMs into analytical processes in seconds; developers can create GenAI-powered apps in minutes, or within hours execute powerful workflows, like fine-tuning foundation models on enterprise data — all within Snowflake’s security perimeter.
Conversational assistants
With Snowflake Cortex AI, you can build and deploy LLM apps that learn the unique nuances of your business and data in minutes. And since Snowflake provides industry-leading LLMs, vector search and Streamlit app-building capabilities all in a fully managed service, you can easily create production-ready RAG apps.
Automated business intelligence (BI)
Integrating artificial intelligence into business intelligence workflows so business users can self-serve data insights using advanced text-to-SQL (also known as RAG for structured data)
Cortex AI
Reference Architectures

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