Learn AI by Building
Free tutorials, deep-dive series, and hands-on Jupyter notebooks for AI engineers and data scientists.
Tutorials
View All →LLM Agent Cookbook
Build AI agents from scratch — ReAct, Tool Use, Multi-Agent orchestration
ML Cookbook
Master machine learning algorithms with hands-on Jupyter projects
Data Analysis Cookbook
SQL, Pandas, Statistics — everything for data-driven decisions
Ontology & KG Cookbook
RDF, OWL, Neo4j, and GraphRAG for knowledge-powered AI
Premium Series
Our Products
Tools we built for developers and job seekers
DrillCheck
AI-powered mock interviews — practice with real questions and get instant feedback
VibeCheck
Vibe-check your project — get AI feedback on your side project ideas
SpecRadar
Find what to build next — discover gaps in existing products and market opportunities
SpecRadar Career
Hottest tech skills from job posts — newsletter and CV analysis for your career
Starter Kits
View All →Practice notebooks, interview questions, and project solutions — ready to download.
Browse Starter KitsLatest Posts
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PremiumAgentScope Production Deployment — Runtime, Monitoring, Scaling
Docker deployment with agentscope-runtime, OpenTelemetry tracing, AgentScope Studio, RL fine-tuning, production checklist.
PremiumAgentScope Realtime Voice Agents — OpenAI/Gemini/DashScope Realtime API
6 TTS models, RealtimeAgent, voice+tools integration, and multimodal pipelines for realtime voice agents.
PremiumAgentScope RAG + Memory Architecture — Building Knowledge-Based Agents
Build knowledge-based agents with KnowledgeBase, vector stores (Qdrant/Milvus), and ReMe long-term memory.
PremiumAgentScope MCP Server Integration — External Tool Integration in Practice
Connect external tools via MCP (Stdio/HTTP), cross-framework communication with A2A, and building custom MCP servers.
PremiumAgentScope Multi-Agent Pipelines — MsgHub + FanoutPipeline
Build multi-agent systems with SequentialPipeline, FanoutPipeline, and MsgHub. Practical code review team pattern.
Getting Started with AgentScope — From Installation to Your First Agent
Install AgentScope, learn 5 core concepts (Agent, Model, Memory, Toolkit, Formatter), and build a tool-using ReAct agent.