Recipes

60+ recipes. Each one: single page, install line, code, run. No dependency between recipes — every page stands alone.

Getting started

• Custom adapter — wrap any LLM API
• More providers — OpenAI, Anthropic, Gemini, local
• Simulate stream — fake streaming for one-shot providers
• Framework adapters — React / Vue / Svelte / Solid / Ink / RN / Angular

Chat UI

• RAG chat · PDF Q&A
• Cost-guarded chat · Persistent memory
• Edit + regenerate · Progressive tool calls
• Multi-modal · Generative UI

RAG + retrieval

• RAG chat · PDF Q&A
• RAG reranking · Doc loaders
• Vector adapters

Memory

• Persistent memory · Hierarchical memory
• Auto-summarize · Virtualized memory
• Graph memory · Personalization
• Encrypted memory

Adapter composition

• Adapter router · Ensemble
• Fallback chain

Tools + integrations

• Integrations · More integrations
• MCP bridge · Tool composer
• Self-debug

Multi-agent + orchestration

• Multi-agent topologies · Research team
• Durable execution · Background agents
• Speculative execution

Observability + cost

• Cost guard · Token budget
• Trace viewer · Devtools server
• Audit log

Security

• PII redaction · Prompt injection
• Rate limiting · Mandatory sandbox
• HITL approvals · Confirmation-gated tool

Evaluation

• Eval suite · Evals CI
• Deterministic replay · Replay different model
• Prompt snapshots · Prompt diff
• Prompt experiments · Time-travel debug

Apps + bots

• Code reviewer · Discord bot
• Schema-first agent · agentskit ai

Skills + specs

• Skill marketplace · Open specs

Conventions

• Replace KEY with your actual API key (use process.env.X_API_KEY in real code).
• TypeScript; remove types for plain JS.
• Each recipe declares its npm install line at the top.