#pydantic
Pydantic: 3 AI articles covering pydantic news, analysis, and research
Articles
Building Multimodal Workflows with a Local LLM⭐10
Build a multimodal LLM workflow with Gemma 4 on Ollama to analyze photos locally, transforming images into structured, searchable records for privacy-focused ap...
How to Implement Structured Output with Local LLMs⭐10
Learn how to implement structured output with local LLMs using Gemma, Ollama, and Pydantic for reliable data extraction in workflows.
Most RAG Hallucinations Are Extraction Errors: Seven Patterns⭐9
RAG failures are often extraction mistakes, not true hallucinations. Use typed generation contracts with seven patterns to enforce correct answer shapes and red...