Looking to implement an AI-driven chat inside a Laravel admin panel. The chat should understand user requests and execute predefined backend actions (create/update items, manage content, perform bulk operations, etc.) through function calling.
The AI model will be self-hosted (Mistral or another open-source LLM) and communicate with Laravel via API.
Responsibilities:
Integrate Laravel with a self-hosted LLM (Mistral, LLaMA, Ollama, vLLM, etc.).
Set up function-calling / tool-based action execution.
Build a simple chat interface inside the Laravel admin.
Ensure safe execution of database operations via service layer (no raw AI-generated queries).
Help structure prompts, intents, and tool definitions.
Looking for a developer with hands-on experience in:
Open-source LLMs and self-hosted setups,
Laravel (backend architecture, service layer, queues),
Building chat-style interfaces,
AI-to-backend action routing.