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Inference Cookbook

Practical guides and examples to help you build with Cerebras

Latest Cookbooks

All Cookbooks

TitleCategoriesAuthorDate
Build Your Own Docs Checker with Cerebras & Browserbase
Build a docs checker that can crawl your documentation site and analyze each page for quality issues.
TOOL-USEAGENTSSEARCH
S
Sherif Cherfa & Sarah Chieng
Feb 2026
Realtime Voice Translation Agent
Translate spoken conversations to any language with sub-second latency by building a realtime voice translation agent powered by Cerebras and LiveKit.
VOICELIVEKITTRANSLATION
S
Seb Duerr
Jan 2026
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.
PERSONALIZATIONPYDANTICSTRUCTURED-OUTPUTS
S
Seb Duerr
Jan 2026
Academic Research Agent with Cerebras and Unstructured
Generate arXiv search queries, analyze academic papers, download and process PDFs, and synthesize research insights with a conversational AI research assistant powered by PydanticAI + Cerebras + Unstructured.
TOOL-USEAGENTSSTRUCTURED-OUTPUTS
S
Seb Duerr
Jan 2026
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.
TOOL-USEAGENTSSEARCH
Z
Zhenwei Gao
Jan 2026
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.
VOICELIVEKIT
G
Golara Azar
Sep 2025
Build a Real-Time AI Sales Agent with LiveKit
Build a sophisticated real-time voice sales agent that can have natural conversations with potential customers.
VOICELIVEKIT
S
Sarah Chieng
Aug 2025
Build Your Own Perplexity with Exa
Build a Perplexity-style deep research assistant that can automatically search the web, analyzes multiple sources, and provide structured insights in under 60 seconds.
SUMMARIZATIONRETRIEVALEXA
S
Sarah Chieng
Aug 2025
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.
MULTIAGENTAGENTSLANGCHAIN
S
Sarah Chieng
Aug 2025
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.
SUMMARIZATIONAGENTSRETRIEVAL
N
Njdeh Satourian
Jul 2025
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.
MEMORYAGENTSRETRIEVAL
N
Njdeh Satourian
Jul 2025