Case Studies, Code Stories, and more

Polar Labs - Augmenting Training and Education with AI: Meet Professor Prompt

Augmenting Training and Education with AI: Meet Professor Prompt

Wed Feb 05 2025

A prototype we made using Snowflake Cortex to answer questions during video training, simulating an interactive classroom experience.

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6 min read
Polar Labs - A Hybrid Approach to Compute with Apache Iceberg (Part 3/3)

A Hybrid Approach to Compute with Apache Iceberg (Part 3/3)

Fri Jan 31 2025

Choosing the right compute for the job: How we tried to use Iceberg on DigitalOcean to enable a mix-and-match compute with Snowflake and serverless.

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9 min read
Polar Labs - Implementing Apache Iceberg on DigitalOcean (Part 2/3)

Implementing Apache Iceberg on DigitalOcean (Part 2/3)

Fri Jan 31 2025

Using Lakekeeper, Keycloak, and Airbyte to build a working Apache Iceberg data lake model on DigitalOcean Spaces for a budget-friendly data lake.

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11 min read
Polar Labs - Blueprint for a Budget-Friendly Data Lake with Apache Iceberg (Part 1/3)

Blueprint for a Budget-Friendly Data Lake with Apache Iceberg (Part 1/3)

Fri Jan 31 2025

This case study explores a budget-friendly data lake using Apache Iceberg on DigitalOcean, mixing and matching compute in-house and with Snowflake.

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5 min read
Polar Labs - Vigilant AI Case Study - Bringing Snowflake to Audit and Accounting Firms

Vigilant AI Case Study - Bringing Snowflake to Audit and Accounting Firms

Fri Dec 20 2024

Helped Vigilant AI integrate their auditing platform with Snowflake, creating a powerful sales demo that showcases seamless data visualization and query capabilities.

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6 min read
Polar Labs - Building a principled RAG system: An experiment in AI integration via interfaces

Building a principled RAG system: An experiment in AI integration via interfaces

Tue Nov 26 2024

Explores building a Retrieval-Augmented Generation (RAG) system using software engineering principles, focusing on decoupling AI from data retrieval through well-defined interfaces.

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19 min read
Polar Labs - B2B reporting reimagined: microservices & Snowflake case study

B2B reporting reimagined: microservices & Snowflake case study

Wed May 22 2024

Overhauled client's inefficient reporting system with a scalable solution using Snowflake and microservices, enabling faster report creation, deeper insights, and future growth.

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5 min read

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