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LLM as Database Administrator

Hacker News

The techniques in D-Bot include (i) offline knowledge extraction from documents, (ii) automatic prompt generation (e.g., knowledge matching, tool retrieval), (iii) root cause analysis using tree search algorithm, and (iv) collaborative mechanism for complex anomalies with multiple root causes.

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Using Long Prompts with the Diffusers Package with Prompt Embeddings

Mlearning.ai

In a previous article , I demonstrated how to use the diffusers package to generate synthetic images from text prompts. Overcoming diffusers CLIP 77 token limit. It turns out that generating highly detailed images require the use of extremely detailed prompts. The result for the prompt is a Tensor of shape [1, 256, 768].

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