Guides
Step-by-step walkthroughs for building real applications with SynapseKit. Every guide is fully self-contained, includes a Google Colab notebook, and follows a consistent structure: setup → steps → complete working example → troubleshooting → next steps.
Categories
| Category | Guides | What you'll build |
|---|---|---|
| RAG Fundamentals | 8 | PDF knowledge bases, streaming RAG, hybrid search, memory-augmented pipelines |
| Advanced Retrieval | 7 | RAG Fusion, Self-RAG, GraphRAG, parent-document retriever, cross-encoder reranking |
| Agents & Tools | 10 | Research assistants, SQL agents, code execution, structured outputs, streaming |
| Multi-Agent Systems | 5 | Crew pipelines, supervisor routing, handoff chains, A2A communication |
| Graph Workflows | 8 | Linear pipelines, conditional routing, fan-out/fan-in, human-in-the-loop, checkpointing |
| LLM Providers & Optimization | 5 | Provider comparison, cost routing, fallback chains, semantic caching, structured outputs |
| Real-World Integrations | 7 | GitHub PR review, Slack bots, SQL analytics, email triage, YouTube summarizer |
Prerequisites: Python 3.10+, pip install synapsekit
Looking for quick copy-paste snippets? See Patterns.