How to Automate Document Processing with Snowflake’s Document AI
With an endless stream of documents that live on the internet and internally within organizations, the hardest challenge hasn’t been finding the information, it is
How to Build an End-to-End Energy Price Forecasting Solution with Snowflake
This solution was co-developed by Zac Zinda, Jennifer Prusa, and Naveen Alan Thomas. Being able to perform accurate short-term price forecasting can improve trading performance,
How to Implement a Product Recommendation System with Snowflake
Have you ever wondered, “How did my phone know I wanted to buy this?!”. It’s almost as if your devices know you better than you
How to Enrich Text Data Using OpenAI’s Chat API
Humans easily read and understand text (like this post), whereas machines have long struggled to process natural language. Examples of such textual data include customer
Snowpark ML: How to Do Document Classification on Snowflake
This blog was originally written by Travis Hegner and updated for 2024 by Vinicius Olivera. Snowpark ML is transforming the way that organizations implement AI
How to Craft Prompts for Different Large Language Models Tasks
Large Language Models (LLMs) like ChatGPT are prevalent tools for businesses to interact with AI through what seems like a simple chat function. However, the
Implementing an HR Policy Chatbot with RAG on Snowpark Container Services
Large Language Models (LLMs) have created a massive breakthrough in artificial intelligence (AI), allowing computers to generate and respond to text in a way that
How to Create a Fan 360 Profile with Snowflake & Fivetran
This blog was written by Sara Price and edited by Sunny Yan. The fan experience is a critical component of how sports organizations operate. With
What is a Vector Database?
In our previous article on Retrieval Augmented Generation (RAG), we discussed the need for a Vector Database to retrieve additional information for our prompts. Today,
How to Tune LLM Parameters for Top Performance: Understanding Temperature, Top K, and Top P
Whether using Open AI’s API or Huggingface’s LLMs, you’ve been confronted with several strange and mystical options for controlling how the LLM will respond. Today,
