Structured

announced Structured Outputs for its top models in its API, a brand new feature designed to be sure that model-generated outputs exactly match the JSON Schemas provided by developers.  This solves an issue many...

Plotly Dash is a framework that enables the creation of interactive dashboards, facilitating the presentation of a wide range of knowledge and data in a straightforward to digest and aesthetically pleasing format. Typically, examples...

, the usual “text in, text out” paradigm will only take you to date. Real applications that deliver actual value should give you the chance to look at visuals, reason through complex problems, and produce...

LangExtract is a from developers at Google that makes it easy to show messy, unstructured text into clean, structured data by leveraging LLMs. Users can provide just a few few-shot examples together with...

interface for interacting with LLMs is thru the classic chat UI present in ChatGPT, Gemini, or DeepSeek. The interface is kind of easy, where the user inputs a body of text and the...

The scratchpad technique fundamentally changes how we interact with Large Language Models (LLMs). Unlike traditional prompting where we simply state our request and hope for the very best, the scratchpad technique creates a structured...

Helping enhance your understanding and optimal usage of structured outputs and LLMsWithin the previous article, we were introduced to structured outputs using OpenAI. Because the general availability release in ChatCompletions API (v1.40.0), structured outputs...

Constructing robustness and determinism in LLM applicationsOpenAI recently announced support for Structured Outputs in its latest gpt-4o-2024–08–06 models. Structured outputs in relation to large language models (LLMs) are nothing latest — developers have either...