Deploying a LLM to a Vectorized UDF on Snowflake using Snowpark

Deploying a LLM to a Vectorized UDF on Snowflake using Snowpark

LLMs are an indispensable tool in the data science toolkit, with a wide range of applications from text summarization, classification, and sentence similarity calculations. Open-source LLMs from HuggingFace provide performant, locally hosted alternatives to commercially available closed-source ****** such as OpenAI’s GPT-4. However, deploying and scaling these open-source ****** to operate on large volumes of… … Read more

Querying and Transforming Snowflake data and S3 Files using AWS Glue Python Shell / Blogs / Perficient

Querying and Transforming Snowflake data and S3 Files using AWS Glue Python Shell / Blogs / Perficient

Introduction AWS Glue is a fully managed ETL service from AWS which provides flexibility to work with both Snowflake tables and S3 files. AWS Glue Python shell allows to use additional python libraries (In our case, snowflake-connector-python) which helps in retrieval of data from snowflake and to run the queries directly in Snowflake with Snowflake … Read more

SQL Server to Snowflake Migration – Conversions with Examples / Blogs / Perficient

SQL Server to Snowflake Migration – Conversions with Examples / Blogs / Perficient

SQL Server to Snowflake Migration – Conversions with Examples Readers’ Digest: During one of my project experiences, I have had an opportunity to work in MS SQL where I gained valuable knowledge working with the stored procedures. A stored procedure is a prepared SQL code that you can save, so the code can be reused … Read more

Catch Perficient thought leaders at Snowflake Summit 2023! / Blogs / Perficient

Catch Perficient thought leaders at Snowflake Summit 2023! / Blogs / Perficient

Snowflake Summit kicks off the summer season in the heart of Las Vegas, NV at Caesars Palace from June 26th – 29th!   Summit is all about bringing data professionals together to discuss and present new ideas encompassing the ever–evolving data industry.  Learn how to access, build and monetize your data while enabling seamless alignment and … Read more

SCD-2 ETL Data Pipeline from S3 to Snowflake using Informatica Cloud (IICS) / Blogs / Perficient

SCD-2 ETL Data Pipeline from S3 to Snowflake using Informatica Cloud (IICS) / Blogs / Perficient

What is Data warehouse? A Data warehouse is a concept that aggregates data from different sources into a single, central, consistent data store to provide meaningful business insights. It is typically used to connect and analyze heterogeneous sources of business data. For moving data from one or more sources to the data warehouse, ETL is … Read more

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