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Inference API Cookbook

Practical guides and examples to help you build with Cerebras.

Latest Cookbooks

January 23, 2026
Seb Duerr

Realtime Voice Translation with LiveKit

Build a realtime voice translation agent using LiveKit Agents and Cerebras AI that translates speech on-the-fly with sub-second latency.
January 23, 2026
Seb Duerr

Hyper-Personalized Web Page Generation

Build hyper-personalized web pages using Cerebras AI with Pydantic structured outputs and Jinja2 templating. Pages that adapt to each visitor's preferred colors, tone, and products in real-time.
January 20, 2026
Seb Duerr

Academic Research Agent with Cerebras and Unstructured.io

Learn how to build a conversational AI research assistant powered by PydanticAI + Cerebras + Unstructured.io that generates arXiv search queries, analyzes academic papers, downloads and processes PDFs, and synthesizes research insights.
January 12, 2026
Zhenwei Gao

Build Your Own Content Fact Checker with gpt-oss-120B, Cerebras, and Parallel

Learn how to build a content fact checker that can automatically search the web, analyze multiple sources, and provide verdicts with supporting evidence in under 60 seconds.
September 18, 2025
Golara Azar

Interviewer Voice Agent with LiveKit

Learn how to integrate LiveKit's voice capabilities with Cerebras's fast inference to build a real-time voice interview agent that analyzes your resume and job descriptions to conduct personalized mock interviews.
August 11, 2025
Sarah Chieng

Build a Real-Time AI Sales Agent with LiveKit

Learn how to build a sophisticated real-time voice sales agent that can have natural conversations with potential customers.
August 11, 2025
Sarah Chieng

Build Your Own Perplexity with Exa

Learn how to build a Perplexity-style deep research assistant that can automatically search the web, analyzes multiple sources, and provide structured insights in under 60 seconds.
August 11, 2025
Sarah Chieng

Automate User Research with LangChain

Learn how to build an AI-powered user research system that can automatically generate user personas, conduct interviews, and synthesize insights using LangGraph’s multi-agent workflow.
July 15, 2025
Njdeh Satourian

Implementing Gist Memory: Summarizing and Searching Long Documents with a ReadAgent

Build an AI agent that reads, summarizes, and answers questions about long documents using Gist Memory and the Cerebras Inference SDK.
July 15, 2025
Njdeh Satourian

Automating Search-Based Report Generation with a Multi-Agent AI Pipeline

Build an AI agent pipeline that searches, summarizes, and synthesizes information from multiple sources to generate comprehensive reports.