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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...
How to Build an Explainable AI Analysis Pipeline Using SHAP-IQ to Understand Feature Importance, Interaction Effects, and Model Decision Breakdown
In this tutorial, we build an advanced explainable AI analysis pipeline using SHAP-IQ to understand...
How to Build an End-to-End OCR Pipeline with Baidu’s Unlimited-OCR for High-Resolution Images and Multi-Page PDF Parsing
In this tutorial, we build a complete workflow for running Baidu’s Unlimited-OCR model on document...
