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Bart Wrobel

Bart Wrobel
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Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

LangChain for files stored in Snowflake Stages powered by Cortex

I am using LangChain to build RAG pipeline for files stored in Snowflake’s Stages. Cortex is the LLM.

8h ago

LangChain for files stored in Snowflake Stages powered by Cortex

8h ago

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Integrating Langchain with Snowflake Cortex

Langchain is a standardized way of interacting with LLMs. I created a small PoC to check how to run it with Snowflake Cortex.

Mar 28

Integrating Langchain with Snowflake Cortex

Mar 28

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Semantic Search in SQL powered by REST API and Snowpark Container Services

In this post we continue with SPCS, but this time we build a REST API for Semantic Search inference and integrate it with SQL workflow.

Feb 1

Semantic Search in SQL powered by REST API and Snowpark Container Services

Feb 1

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Advancing Semantic Search: Custom Embeddings with Snowpark Container Services and multi-GPU setup.

Delve into generating embeddings yourself. Set up a batch job with Snowpark Container Services on multiple GPUs in parallel.

Jan 19

Advancing Semantic Search: Custom Embeddings with Snowpark Container Services and multi-GPU setup.

Jan 19

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Leveraging Snowpark Container Services for Advanced Q&A Retrieval

Snowflake announced PuPr of Container Services. Create embeddings using GPU-based instance and Jupyter using SentenceTransformers.

Jan 7

Leveraging Snowpark Container Services for Advanced Q&A Retrieval

Jan 7

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Transform XML files with XSLT in Snowflake — part 3

In Part 1 and Part 2, I have demonstrated how to process simple XML files with XSLT in Snowflake. This was merely a warm-up for a more…

Oct 7, 2023

Transform XML files with XSLT in Snowflake — part 3

Oct 7, 2023

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Transform XML files with XSLT in Snowflake — part 2

In Part 1 of this series, we parsed an XML file using XSL transformation into a single JSON string. While it may not be the most efficient…

Sep 22, 2023

Transform XML files with XSLT in Snowflake — part 2

Sep 22, 2023

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Transform XML files with XSLT in Snowflake — part 1

Discover how you can effortlessly re-platform your legacy processing workloads in Snowflake. In this blog post, we’ll walk you through the…

Sep 11, 2023

Transform XML files with XSLT in Snowflake — part 1

Sep 11, 2023

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Master Snowflake Session Parameters in Snowpark

In ancient times, long before the advent of AWS S3, I assisted my clients with challenges related to ETL tools and integration with various…

Jul 21, 2023

Master Snowflake Session Parameters in Snowpark

Jul 21, 2023

Bart Wrobel
in
Snowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data Science

Why Anaconda in Snowpark

In the “good old times,” when big data was still like the wild west, I ran a project for a client in the manufacturing industry. We ran a…

Mar 29, 2023

Why Anaconda in Snowpark

Mar 29, 2023

Bart Wrobel

Bart Wrobel

Architect, Data Engineer, Evangelist and Data Cloud Partner Enabler in EMEA at Snowflake - The Data Cloud. Presenting personal opinions, nothing else.

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