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How to Extract Key Information from Text Using Named Entity Recognition (NER) with spaCy
Have you ever wished you could automatically pull out names, places, dates, and organizations from...
How to Evaluate Voice Agents in 2025: Beyond Automatic Speech Recognition (ASR) and Word Error Rate (WER) to Task Success, Barge-In, and Hallucination-Under-Noise
Table of contents Why WER Isn’t Enough ? What to Measure (and How) ? Benchmark...
How to encourage smarter AI use in the classroom
This article is from Making AI Work, MIT Technology Review’s limited-run newsletter examining how to...
How to Design Python-First Interactive Dashboards with Prefab Reactive UI Components and Static HTML Export
In this tutorial, we build a Prefab application that demonstrates how to create interactive dashboards...
How to Design Production-Grade Mock Data Pipelines Using Polyfactory with Dataclasses, Pydantic, Attrs, and Nested Models
In this tutorial, we walk through an advanced, end-to-end exploration of Polyfactory, focusing on how...
How to Design an Autonomous Multi-Agent Data and Infrastructure Strategy System Using Lightweight Qwen Models for Efficient Pipeline Intelligence?
In this tutorial, we build an Agentic Data and Infrastructure Strategy system using the lightweight...
How to Design a Fully Streaming Voice Agent with End-to-End Latency Budgets, Incremental ASR, LLM Streaming, and Real-Time TTS
In this tutorial, we build an end-to-end streaming voice agent that mirrors how modern low-latency...
How to Design a Fully Interactive, Reactive, and Dynamic Terminal-Based Data Dashboard Using Textual?
In this tutorial, we build an advanced interactive dashboard using Textual, and we explore how...
How to Combine Traditional Machine Learning with Agentic Reasoning
In this article, you will learn where traditional machine learning reaches its limits, what agentic...
How to Combine LLM Embeddings + TF-IDF + Metadata in One Scikit-learn Pipeline
Data fusion , or combining diverse pieces of data into a single pipeline, sounds ambitious...
How to Build Type-Safe, Schema-Constrained, and Function-Driven LLM Pipelines Using Outlines and Pydantic
In this tutorial, we build a workflow using Outlines to generate structured and type-safe outputs...
How to Build Transparent AI Agents: Traceable Decision-Making with Audit Trails and Human Gates
In this tutorial, we build a glass-box agentic workflow that makes every decision traceable, auditable...
