Building A Retrieval-Augmented Generation (RAG) Application Using Snowflake Cortex

In this video, we are going to explore how to build a Retrieval Augmented Generation-based (RAG) AI application using Snowflake Cortex. Prerequisite: ========== Dealing with Snowflake Unstructured Data Made Easy | In-Depth Intuition https://youtu.be/Kld2ievPvK4?si=oYARrbee1Vs_78IJ Complete Amazon Bedrock In 2.5 Hours | Learn Generative AI on AWS with Python! https://youtu.be/9Z56b8_Pin4?si=4f8dw43MNkjEDwn7 Quickly Build high-accuracy Gen-AI applications using Amazon Kendra & LLM https://youtu.be/nSFVwraSuos?si=R2fd3rxOmQU9F7Sc In-depth intuition on Snowflake Lateral Join https://youtu.be/lqdmf-GwJLk?si=wEMO2UKJvxApeu6T Reference Function Links: ===================== Snowflake Cortex Complete: https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#label-cortex-llm-complete-function Snowflake EMBED_TEXT_768: https://docs.snowflake.com/en/sql-reference/functions/embed_text-snowflake-cortex Code: ===== https://github.com/SatadruMukherjee/Data-Preprocessing-Models/blob/main/RAG%20using%20Snowflake.sql Check this playlist for more Data Engineering related videos: https://youtube.com/playlist?list=PLjfRmoYoxpNopPjdACgS5XTfdjyBcuGku Generative AI on AWS & Snowflake: https://youtube.com/playlist?list=PLjfRmoYoxpNrxzmFi9F_yqA7r6kRrBzAH&si=ShtHQ-pUErE_MS32 Apache Kafka form scratch https://youtube.com/playlist?list=PLjfRmoYoxpNrs0VmIq6mOTqXP52RfZdRf Messaging Made Easy: AWS SQS Playlist https://youtube.com/playlist?list=PLjfRmoYoxpNqnWvkg8Ujx6TH6pUcGLseT Snowflake Complete Course from scratch with End-to-End Project with in-depth explanation-- https://doc.clickup.com/37466271/d/h/13qc4z-104/d4346819bd8d510 *Explore our vlog channel:* https://www.youtube.com/@funwithourfam/videos Your Queries: ============ snowflake snowflake cortex snowflake computing snowflake developers snowflake data cloud chatbot building with chatgpt snowflake cloud using chatgpt to build a chatbot chatbot using python evaluation metrics artificial general intelligence text similarity metrics artificial intelligence and machine learning data engineering artificial intelligence software engineering daily streamlit beginner tutorial model evaluation techniques scaling solutions 🙏🙏🙏🙏🙏🙏🙏🙏 YOU JUST NEED TO DO 3 THINGS to support my channel LIKE SHARE & SUBSCRIBE TO MY YOUTUBE CHANNEL📺🔥💖