Enable Natural Language Prompting with AtScale’s Semantic Layer & Generative AI

Transform Data Access with GenAI and AtScale’s Semantic Layer Insights

Read the Whitepaper: ?https://bit.ly/4hBinqV

Explore the future of data accessibility with AtScale’s new whitepaper, “Enabling Natural Language Prompting with Semantic Layer and Generative AI.” Discover how AtScale’s semantic layer empowers Large Language Models (LLMs) to deliver accurate, context-rich insights directly from your data. This resource dives into overcoming common challenges in natural language data queries and provides key strategies for building effective AI-driven data ecosystems. Don’t miss out!

About the Paper:

Enable Natural Language Prompting with AtScale’s Semantic Layer and Generative AI As enterprises grow their data warehouses, the bottleneck of human analysts becomes more pronounced. Text-to-SQL solutions leveraging Large Language Models (LLMs) face challenges without a source of business logic and schema interactions. This whitepaper explores integrating the AtScale Semantic Layer and Query Engine with an LLM to improve Text-to-SQL performance.

Key Highlights

• Enhanced Accuracy: Achieves 92.5% accuracy in translating natural language questions into SQL queries.
• Simplified Query Generation: Removes the need for LLMs to generate joins or complex business logic, reducing errors and improving efficiency.

Business Context Integration: Provides LLMs with essential business metadata, ensuring consistent and accurate results.

Read the Whitepaper: ?https://bit.ly/4hBinqV