Yeah I've been defaulting to those because they're convenient, but I want to explore the other options – especially the ones I can run locally if I want as insurance against the API shutting down someday
LLMS
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Cohere Embeddings Input Types for AI Applications
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For Cohere embeddings it's input_type="search_document", "search_query", "classification", "clustering"
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Adding Embedding Model Support to LLM CLI Tool
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The reason I ask is I want to add support for this kind of model to my LLM CLI tool – https://
llm.datasette.io/en/stable/embe
ddings/index.html
… – and I'm trying to figure out the right terminology I've seen these called task types, input types and prefixes already. I'm considering "modes" as the LLM UI term -
CLIP: Multimodal AI Bridging Text and Image Understanding
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I guess CLIP is another example of this, where the two modes are text and binary images
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Voyage AI Input Types for Embeddings Documentation
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Thanks, yeah it looks like they call these "input types" https://
docs.voyageai.com/docs/embeddings -
Embedding Models with Content Mode Separation
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What embedding models are there with separation between different modes of content? I know E5-Large-V2 has that ("passage" vs "query"), and @nomic_ai have "search_query", "search_document", "clustering", "classification" https://
docs.nomic.ai/reference/endp
oints/nomic-embed-text
… Any other good examples? -
Prompt Optimization Techniques Dramatically Impact AI Performance
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Put the information you want the AI to comment into the prompt FIRST and only then ask the question. The performance differences you get from non-obvious differences in prompting approaches are quite large, but it is really hard to know what works well in advance.
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Improving documentation and examples for function calling and JSON mode
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Thanks everyone for the super valuable inputs! We’ll improve docs and add more examples for function calling and JSON mode. Please keep the feedback coming!
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New features and plugin updates for AI tool
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Nice! I didn’t know they had a Sheets plugin There are also something songs they are working on now – Latex formulas support
– History export
– Prompt snippets Also
– Sharing for conversations – System prompt editor