End-to-End AI Solution: Copilot Studio + Snowflake Cortex Search for Unstructured Data
Автор: Rafsan Huseynov
Загружено: 2025-08-09
Просмотров: 800
In this session, we explore how to integrate Microsoft Copilot Studio with Snowflake Cortex Search to enable conversational access to unstructured data—without building traditional data pipelines.
#copilotstudio #snowflake #cortexsearch #ocr #unstructureddata #conversationalAI #enterpriseAI
📹 Complete the prerequisite video first:
Before diving into this session, please watch and complete the Part 1: • Connecting Copilot Studio Agent with Snowf...
✅ What you’ll learn in this video:
1. Overview & Business Problem – Why unstructured data needs conversational access
2. Introduction to Snowflake Cortex Search & Cortex Complete
3. High-Level Design – Architecture using Copilot Studio, Cortex Search & grounding
4. Quick Demo – Conversational agent in action
5. Hands-On Development
6. Cost considerations for Cortex Search and OCR
7. Security best practices for enterprise data
8. Wrap-up: Enabling self-service insights from raw Snowflake data
💡 By the end of this session, you'll understand how to securely connect Microsoft Copilot Studio to Snowflake Cortex Search, leverage OCR for image-based content, and empower business users to chat with unstructured data—while ensuring traceability and data residency in Snowflake.
📚 Resources & Scripts
1. Getting Started with Microsoft Copilot Studio and Snowflake Cortex Agents: https://quickstarts.snowflake.com/gui...
2. Snowflake Cortex Search Quickstart: https://docs.snowflake.com/en/user-gu...
3. Code blocks that are used in this demo:
a. https://github.com/maciekjarka/snowfl...
b. https://github.com/maciekjarka/snowfl...
🤝 Connect with us on LinkedIn:
1. Snowflake Expert: Maciek Jarka: / maciek-jarka-13b96036
2. Copilot Studio Expert: Rafsan Huseynov: / rafsanhuseynov
00:00 – Intro
00:56 – Agenda
01:53 – Business Scenario
03:51 – High-level Architectural Design
04:50 - Solution Walk-through in Copilot Studio
16:56 – What is Cortex Search and How It Works
25:00 - Configuration of File Chunking using Cortex Search
46:10 – Configuration of Connecting Copilot Studio with Cortex Search
59:00 - Publishing Copilot Agent to Microsoft Teams
1:02:35– Pricing Overview
1:09:07 – Security Considerations
1:12:06 – Wrap-Up
👉 Subscribe for more demos on Copilot Studio, Snowflake, and real‑world AI‑powered workflows!
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