Learn how the team at Wren AI uses DataFusion (built on top of Apache Arrow) and Ibis to build a platform that enables their users to seamlessly leverage data from multiple data sources to power AI applications. Link: blog.getwren.ai/the-new-wave… An AI application often requires data from multiple data sources, which reside in different data platforms and can be queried using different engines. Building AI applications, therefore, often requires finding a way to make these different data backends work together. As laid out in this excellent write-up, major data players like Snowflake, Databricks, and BigQuery are moving towards open data standards like Apache Arrow and Iceberg. This makes it easier to move data across different backends. At the same time, Ibis provides a uniform interface to work with multiple backends.

Jun 14, 2024 · 8:44 PM UTC

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