AnalysisOpinion / analysisAgents & Tool Use · Efficiency & Inference · Large Language Models1 source · Oct 12, 2026

What are you doing for a reliable, well designed local model based AI search?

Ive been using OpenWebUI's inbuilt web search and I can't put my finger on it, but it's not quite as polished, reliable, seamless as using Claude or Gemini.

Proof1 community thread

Key points

  • And its often slow beyond a limit that makes me subconsciously not want to use it - I understand its unlikely to get to cloud speed without making huge compromises in model quality/quantization, but im ok with something like a minute or two max.
  • So curious what people are doing for local model based AI search, specifically:
  • Smallest, most aggressive quant that is still producing reliable info and good summaries even with many search results being injected to the LLM

Sources (1)

  • [1]What are you doing for a reliable, well designed local model based AI search?
    r/LocalLLaMA (top, daily) · Oct 12, 03:52 AM
    Ive been using OpenWebUI's inbuilt web search and I can't put my finger on it, but it's not quite as polished, reliable, seamless as using Claude or Gemini.
    And its often slow beyond a limit that makes me subconsciously not want to use it - I understand its unlikely to get to cloud speed without making huge compromises in model quality/quantization, but im ok with something like a minute or two max.

Extractive summary: sentences quoted from the sources.

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