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$15K AI Server Setup for RAG and Multimodal Tasks

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🦙Read original on Reddit r/LocalLLaMA
#ai-server#high-vram-gpu#enterprise-llmrtx-pro-6000rtx-pro-6000qwen-3.5-122bnvidia

💡Enterprise $15K local AI rig advice: RTX 6000 + 122B model for RAG/vision

⚡ 30-Second TL;DR

What Changed

$15K budget for company AI server (rackmount)

Why It Matters

Shows enterprise shift to local AI setups for privacy-sensitive tasks like RAG and data analysis. Validates high-VRAM GPUs for multimodal 100B+ models.

What To Do Next

Evaluate RTX Pro 6000 vs dual A6000s for Qwen 3.5 122B in your rack server build.

Who should care:Enterprise & Security Teams

Key Points

  • $15K budget for company AI server (rackmount)
  • Tasks: RAG, business API analysis, translation, OCR/vision
  • Recommended: RTX Pro 6000 96GB + Qwen 3.5 122B-A10B
  • 5 users, low concurrency; queries on dual GPUs, RAM, CPU
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Original source: Reddit r/LocalLLaMA

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