# Laravel AI Integration: Build a Document Search Agent

DevFeed: [Laravel AI Integration: Build a Document Search Agent](<https://devfeed.tech/articles/laravel-ai-integration-build-a-document-search-agent-3747.md>)

Original publisher: [Read original article](<https://laravel.com/blog/laravel-ai-integration-build-a-document-search-agent>)

Author: Laravel Team

Published: 2026-05-08T12:54:52Z

Content type: tutorial

Language: en

Sources: [Laravel Blog](<https://devfeed.tech/sources/laravel-blog.md>)

Topics: [AI Chat](<https://devfeed.tech/topics/ai-chat.md>), [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [web applications](<https://devfeed.tech/topics/web-applications.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [api](<https://devfeed.tech/tags/api.md>), [api-keys](<https://devfeed.tech/tags/api-keys.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [database](<https://devfeed.tech/tags/database.md>), [docker](<https://devfeed.tech/tags/docker.md>), [embeddings](<https://devfeed.tech/tags/embeddings.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [integration](<https://devfeed.tech/tags/integration.md>), [laravel](<https://devfeed.tech/tags/laravel.md>), [openai](<https://devfeed.tech/tags/openai.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [search](<https://devfeed.tech/tags/search.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>), [vector](<https://devfeed.tech/tags/vector.md>)

## AI overview

A tutorial for building a Laravel-based AI document search agent that processes uploads asynchronously, stores vector embeddings for semantic search, and streams answers to the browser.

## Source excerpt

Learn how to build a document search agent with the Laravel AI SDK. Upload files, generate vector embeddings, and stream answers to the browser in real time.