Tutorials

Step-by-step guides that build real applications with SynapseKit. Each tutorial is fully self-contained and runnable.

Tutorial	What you'll build	Key concepts
Customer support bot	RAG + memory + guardrails	RAGPipeline, SQLiteConversationMemory, ContentFilter
Document Q&A	Multi-format document search	Loaders, splitters, evaluation
Research agent	Web + wiki + arxiv search agent	FunctionCallingAgent, BudgetGuard, tools
Human-in-the-loop workflow	Content moderation graph	StateGraph, GraphInterrupt, checkpointing
Cost-aware pipeline	Budget-enforced multi-provider	CostTracker, BudgetGuard, routing

Prerequisites: Python 3.10+, pip install synapsekit