Runnable reference · the Agent Blueprint Recipes

Production-shaped agents, on Nebius.

The nebius-partner-cookbook — 10 sequenced recipes + 1 full blueprint, each integrating a partner (Pinecone, Tavily, LangChain/LangGraph, LangSmith, Stripe, Snowglobe) on Nebius. Typed, observable, containerized, tested — clone one directory and deploy in minutes.

Recipes · 10

A sequenced arc — each recipe is a typed, observable, containerized FastAPI agent you can clone and deploy in minutes, building on the one before it.

01Foundationbeginner

Your First Agent on Nebius

A production-grade FastAPI agent with streaming, observability, and zero magic.

nebius-agentkit
02Knowledgeintermediate

Domain Knowledge with Pinecone Nexus

Compile your data into task-ready knowledge artifacts with Pinecone Nexus — and ground answers with typed, per-field citations.

nebius-agentkitpinecone-nexus
03Groundingintermediate

Real-Time Data with Tavily

Add Tavily fresh web context to a Pinecone-backed book recommender so stale vectors can answer current questions.

nebius-agentkitpineconetavily
04Orchestrationintermediate

Stronger Agents with LangChain and LangGraph

Use a typed LangGraph to route requests, cap work, and reduce time to first useful response.

nebius-agentkitlangchainlanggraph
05Thread Memoryintermediate

Short-Term Memory with LangChain

Let a Nebius-backed LangChain agent remember prior turns inside one conversation thread.

nebius-agentkitlangchainlanggraph
06User Memoryadvanced

Long-Term Memory with LangChain and Postgres

Persist user preferences and facts across threads with LangChain stores backed by Postgres.

nebius-agentkitlangchainpostgres
07Observabilityadvanced

Observability with LangSmith

Trace, inspect, monitor, and improve a Nebius-backed LangChain agent with LangSmith.

nebius-agentkitlangsmithlangchain
08Guardrailsadvanced

Adding Guardrails with LangChain

Stop unsafe or malformed agent behavior with LangChain guardrail middleware.

nebius-agentkitlangchain
09Actionsadvanced

Making Actions with MCP and Stripe

Let a book agent take a real test-mode action by creating a Stripe checkout link through MCP.

nebius-agentkitmcpstripe
10Simulationadvanced

Testing Before Production with Snowglobe

Generate scenarios, run conversations, and score failures before users find them.

nebius-agentkitsnowglobe
Blueprints · 1

Complete, deployable reference applications that combine many recipe concepts into something you could put in front of users.