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2 posts tagged #local-ai-agents.
Preview the files your local LLM will receive before inference. This simple gate catches bad retrieval while the fix is still cheap and clear.
Change num_ctx in Ollama and it reloads the whole model. On my RTX 5090 that meant 140 seconds of dead air per context swap. Here is how to stop paying it.
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