Nebius Cookbooks

Practical, runnable recipes and tools across the open independent AI ecosystem

Choose a cookbook to go from an idea to a working build with clear prerequisites, costs, and time estimates.

8 cookbooks

Building a Deep Research Agent powered by Tavily and Token Factory

Wire Tavily web search into a Deep Agent running on a Nebius Token Factory model, then ask it a research question and get back a sourced, multi-step report.

Inference

How to use OpenCode with Nebius Token Factory models

by AbdulMajed Raja

Connect Nebius Token Factory to OpenCode once, then run any Token Factory model in your terminal. Includes a one-shot build prompt and the measured token cost of a real run.

Data, Evals & Observability

Agentic cost benchmark

by Sujee Maniyam

Run a task across multiple models on Token Factory, then compare measured cost, tokens, latency, and correctness - not just list price.

Data, Evals & Observability

Invoice Extraction with Confidence-Gated Human Validation

by AbdulMajed Raja

Extract invoice fields with a Nebius vision model, then escalate only the uncertain ones to a vetted human expert through Tendem by Toloka. Pay for judgment where it matters.

Inference

Using open models from Nebius Token Factory with Claude Code

by AbdulMajed Raja

Point Claude Code at Kimi K2.7 Code on Nebius Token Factory through a local relay, run a headless coding task with real tool use, and see what it cost, without touching your Claude Code config.

Inference

Connect OpenClaw to Nebius Token Factory

by Sujee Maniyam

Configure Nebius Token Factory as a custom OpenClaw model provider and use Kimi K2.6 from the dashboard or terminal interface.

Inference

Run OpenHands Agent Canvas on Nebius Token Factory models

by AbdulMajed Raja

Self-host OpenHands Agent Canvas, point it at GLM-5.3-Flash on Nebius Token Factory through the built-in nebius provider, and watch a real coding task finish in seconds for under a cent.

Agents & Orchestration

Build an enterprise knowledge base with OpenWiki and Kimi K2.7 Code

by AbdulMajed Raja

Point LangChain's OpenWiki agent at a repository through Nebius Token Factory and get a reviewable, evidence-grounded Markdown knowledge base your teams can own in Git.