Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceLangChain with history in SnowflakeI am using Snowflake’s hybrid tables to store history of my chats.Sep 5Sep 5
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceLangChain for files stored in Snowflake Stages powered by CortexI am using LangChain to build RAG pipeline for files stored in Snowflake’s Stages. Cortex is the LLM.Jul 16Jul 16
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceIntegrating Langchain with Snowflake CortexLangchain is a standardized way of interacting with LLMs. I created a small PoC to check how to run it with Snowflake Cortex.Mar 28Mar 28
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceSemantic Search in SQL powered by REST API and Snowpark Container ServicesIn 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 1Feb 1
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceAdvancing 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 19Jan 19
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceLeveraging Snowpark Container Services for Advanced Q&A RetrievalSnowflake announced PuPr of Container Services. Create embeddings using GPU-based instance and Jupyter using SentenceTransformers.Jan 7Jan 7
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceTransform XML files with XSLT in Snowflake — part 3In 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, 2023Oct 7, 2023
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceTransform XML files with XSLT in Snowflake — part 2In 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, 2023Sep 22, 2023
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceTransform XML files with XSLT in Snowflake — part 1Discover how you can effortlessly re-platform your legacy processing workloads in Snowflake. In this blog post, we’ll walk you through the…Sep 11, 2023Sep 11, 2023
Bart WrobelinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceMaster Snowflake Session Parameters in SnowparkIn 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, 20231Jul 21, 20231