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#rag
2 posts
← all postsFine-tuning, RAG, or a Longer Prompt? A Decision Tree Without the Marketing
A five-step decision tree for teams without an ML department: when a prompt with examples is enough, when you need RAG, and when fine-tuning genuinely pays off - with a table of cost, time, and risk.
Open WebUI - a ChatGPT-like frontend for your local LLM
Local Ollama only gives you a CLI. LM Studio is single-user. Open WebUI is the missing piece: a ChatGPT-like UI with RAG, web search and tools - running in one Docker command.