How to have your AI stack locally (Vision, Chat, TTS, STT, Image Generation and RAG)

The guide outlines the steps to set up a local AI stack covering Vision, Chat, TTS (Text-to-Speech), STT (Speech-to-Text), Image Generation, and RAG (Retrieval-Augmented Generation). Key requirements include a high-end GPU with 16GB VRAM, Docker, and Docker Compose. The post covers installation and configuration of various models and services such as Ollama for running LLMs, openedai-speech for TTS, fasterwhisper for STT, searxng for private search, and SD.Next for image generation. Lastly, it integrates these services with Open WebUI for easy access and management.