See the previous article: What is the difference between agentic and non-agentic AI? AI Summary search is usually not agentic, but here is an example of an agentic task. I copied the transcript from one of the YouTube vides in the Make with Notion 2025 playlist. I then prompted Notion AI to create a database…
I asked four different LLMs (via OpenRouter) whether Google’s AI Summary search can be considered agentic Here are the responses: As you can see, all of them say Google’s AI Summary search cannot be considered agentic. So what is a good example of agentic AI? Click here to see Grok’s response
This tutorial explains how to use a Pydantic schema to extract structured data using Z.AI: GLM 4.6. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics
This tutorial explains how to use a Pydantic schema to extract structured data using Claude Sonnet 4.5. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics
This tutorial explains how to use a Pydantic schema to extract structured data using TheDrummer: Cydonia 24B V4.1. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics
I tested sending 100 requests each to both GPT-5 and Gemini Pro 2.5 to extract information from clinical narratives into a very complex Pydantic schema I used the following metrics: is_pure_json contains_valid_json is_valid_schema to measure how well they adhered to the Pydantic schema Sometimes the LLMs will not even produce valid JSON as a substring…
This tutorial explains how to use a Pydantic schema to extract structured data using Gemini 2.5 Flash Preview 09-2025. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics
This tutorial explains how to use a Pydantic schema to extract structured data using Gemini 2.5 Flash Lite Preview 09-2025. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics
This tutorial explains how to use a Pydantic schema to extract structured data using GPT-5 Codex. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics
This tutorial explains how to use a Pydantic schema to extract structured data using Qwen3 Max. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics
This tutorial explains how to use a Pydantic schema to extract structured data using Qwen3 VL 235B A22B Instruct. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics
This tutorial explains how to use a Pydantic schema to extract structured data using Qwen3 VL 235B A22B Thinking. Please read this tutorial first to understand the basic setup Code: LLM Response: Metrics