The Batteries-Included AI Toolkit

Build a ticket triage flow using structured output: extract priority, department, sentiment, tags, and summary from ticket text, then apply it.

Add real visibility to AI calls in Laravel: build AiRun and AiUsage, log requests and token usage, and debug triage flows with confidence.

Build ticket-scoped AI chat in Laravel: add conversation IDs, create TicketAssistant, and manage context via TicketChatController.

Add an Alpine chat panel to a ticket page, call your Laravel controller via fetch, handle CSRF, and prep the loop for streaming.

Stream AI chat replies in real time with Laravel and Alpine: add output_text, build a streaming endpoint, and render chunks as they arrive.

Stop AI guessing by adding safe tools in Laravel—generate Artisan tool classes, enforce schemas/auth, and set max_steps for real ticket data.

Add retrieval-augmented generation to your app: create embeddings, store vectors in SQLite JSON, and rank documents with cosine similarity.

Scale Laravel AI Q&A: upload files, store embeddings in provider vector stores, and ask questions with FileSearch using clean endpoints.

Build reliable AI features with provider failover, smart timeouts, and queue fallback—create a product description agent that runs sync or async.

Control AI token costs in Laravel: correlate runs and usage via invocation_id, auto-log with events, and enforce a daily budget middleware.

Add trusted safety layers: wire Input/OutputSafetyMiddleware, screen prompts, filter responses, and lock WebSearch to approved domains.

Test AI features fast and safely—fake providers, keep tests local and deterministic, and fail fast with preventStrayPrompts guards.

Expose Laravel AI features safely with MCP: install Laravel MCP, publish a triageTicket tool, and verify responses with the inspector.