Open-source AI tools by job and hardware.
Updated Sep 11, 2026
Jobs, not directories.
“Open-source AI tools” is too broad to rank as one list. Split the job: local chat, coding agent, image or video generation, speech, RAG, vectors, fine-tuning, or automation.
Then filter by OS, RAM, GPU, and whether Docker is acceptable. That is the Fossfits loop.
A starter map.
Local chat: Ollama with Open WebUI. Coding: Aider or Continue. Images: ComfyUI. Generative video: FramePack. Timeline edit: Shotcut instead of CapCut. Speech: Whisper or whisper.cpp. RAG: Dify or RAGFlow. Vectors: Qdrant. Fine-tunes: Unsloth. Automation: n8n.
Compare two or three listed projects when the shortlist is still ambiguous.