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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 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...
How to Build Progress Monitoring Using Advanced tqdm for Async, Parallel, Pandas, Logging, and High-Performance Workflows
In this tutorial, we explore tqdm in depth and demonstrate how we build powerful, real-time...
How to Build Production-Ready Agentic Systems with Z.AI GLM-5 Using Thinking Mode, Tool Calling, Streaming, and Multi-Turn Workflows
In this tutorial, we explore the full capabilities of Z.AI’s GLM-5 model and build a...
How to Build Portable, In-Database Feature Engineering Pipelines with Ibis Using Lazy Python APIs and DuckDB Execution
In this tutorial, we demonstrate how we use Ibis to build a portable, in-database feature...
How to Build Interactive Geospatial Dashboards Using Folium with Heatmaps, Choropleths, Time Animation, Marker Clustering, and Advanced Interactive Plugins
In this Folium tutorial, we build a complete set of interactive maps that run in...
