Structured

been laying the groundwork for a more structured option to construct interactive, stateful AI-driven applications. One in all the more interesting outcomes of this effort was the discharge of their latest Interactions API...

structured data right into a RAG system, engineers often default to embedding raw JSON right into a vector database. The fact, nonetheless, is that this intuitive approach results in dramatically poor performance. Modern...

, we had SpaCy, which was the de facto NLP library for each beginners and advanced users. It made it easy to dip your toes into NLP, even in the event you weren’t a...

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...