Blog posts

Pydantic validation for LLM tool calling - Part 4

Python
Pydantic
Data Validation
LLMs
Structured responses from LLM APIs and tool calling are the two key use cases for Pydantic in the context of LLMs.
Mar 14, 2025
4 min

Pydantic for LLM requests - Part 2

Python
Pydantic
Data Validation
LLMs
I’ve come accross Pydantic when looking for better ways to validate data when working with LLMs. I’ve found that while asking for JSON output in the LLM prompt mostly works…
Mar 4, 2025
5 min

Pydantic models in LLM API calls - Part 3

Python
Pydantic
Data Validation
LLMs
In this article I’ll try to use Pydantic in the API calls to LLM experimenting with OpenAIs beta API and the Instructor package. The way Pydantic works with Instructor is…
Mar 4, 2025
2 min

Pydantic Basics - Part 1

Python
Pydantic
Data Validation
I’ve been experimenting with validating LLM input and output data with the Pydantic Python package. Several applications I’m working on require data validation at different…
Mar 1, 2025
5 min

Automated Pipeline from Google Forms to Snowflake

Google Forms
Snowflake

Building an automated pipeline from Google Forms to Snowflake streamlines the process of collecting, storing, and analyzing survey data, making it easier to leverage Snowflake LLM capabilities and extract actionable insights from text.

Feb 5, 2025
6 min

DuckDB & MotherDuck as a Snowflake alternative for smaller data engineering projects

DuckDB
DBT
Dagster

I explore new uses for DuckDB, MotherDuck and their integration with DBT and Dagster.

Jan 5, 2025
8 min
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