Cortex Analyst: Paving the Way to Self-Service Analytics with AI

August 29, 2024 | Artificial Intelligence, Innovation, Snowflake

The blog post discusses Snowflake Cortex Analyst, a natural language, AI-powered feature within Snowflake that enables business users to type data questions in natural language and receive reliable answers without writing SQL code. Snowflake Cortex Analyst is now in public preview.  Some of the key points addressed in the blog post include(s):

1. Conversational Self-Service Analytics: Cortex Analyst allows users to interact with data using natural language, eliminating the need to write SQL queries.
2. High Accuracy: The system achieves over 90% accuracy on real-world use cases by leveraging state-of-the-art large language models (LLMs) like Meta’s Llama and Mistral AI models.
3. Semantic Models: To bridge the gap between business users’ vocabulary and database schemas, Cortex Analyst uses semantic models that provide the necessary context for accurate data analysis.
4. Agentic AI System: The feature employs a complex workflow with multiple agents and guardrails to ensure highly accurate and trustworthy answers.
5. Customization: Enterprises can customize Cortex Analyst to fit their unique requirements, enhancing its usability and effectiveness.

This tool aims to make data analytics more accessible and reliable for business users, streamlining the process of obtaining insights from data.

Read the full article below.

Source: Cortex Analyst: Paving the Way to Self-Service Analytics with AI

This entry was posted in Artificial Intelligence, Innovation, Snowflake on August 29, 2024 by Christian Sellu.