but question is how to train and get latest data enable like perplexity.

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RAG: LlamaIndex/LangChain + DuckDuckGo/SearXNG = fresh search, no data leaks; Fine-tune LLaMA on open sets (arXiv, Wiki); Automate updates via cron + ChromaDB

will do this week have ollama on mac plus openwebui on nix machine. lets see