Build GenAI native apps on Snowflake

Build Knowledge Graphs on your Snowflake database with GenAI

Key Highlights

Main achievements and outcomes

Problem statement

As companies move all their data in the modern Data Cloud it becomes imperative to build a semantic layer so that they can feed them to GenAI decision tools

Approach

We built a native app for a Snowlfake tier 1 partner so that their customers can automatically build a Knowledge Graph over their structured and unstructured data and query them.

Results

We built the whole end to end functionality inside Snowflake without moving the data outside of the security perimeter of the database. Our system utilizes Snowflake’s autoscaling to hundreds of concurrent users

Project Overview & Results

Comprehensive project details, challenges, solutions, and outcomes

Domain

Enterprise GenAI

Tech Stack/Tools

Snowflake
Cortex (AI, Search, Analyst)
Snowflake Intelligence
SPCE Containers
Native App

Problem Statement

Query your data inside Snowflake (Structured and Unstructured)

Solution

Build GraphRAG (Knowledge Graph Based Question Answering) inside the Snowflake Security Perimeter with Snowflake Services

Outcomes

Modernize your Enterprise operations with GenAI without adding more moving parts. Significant ROI