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February 08, 2024
·
Los Angeles
OpenAI Tools and Extraction
This talk covers defining and using tools as Pydantic models for validation, leveraging functions as tools, and extracting data directly into Pydantic models.
Overview
We recently implemented some functionality that enabled you to define tools as Pydantic models so that you get validation. Additionally, you can use functions directly as tools with no additional work if documented properly.
Furthermore, you can extract information directly into a Pydantic model, built using this functionality
Links
Unified Python library abstracts LLM calls, enabling Pydantic structured output extraction.
Tech stack