Vektorwerk

Local vector and deterministic recommendation tools.

Skills

• Create local text embeddings with Nomic or BGE-M3.
  Embeds up to 32 texts on the local Ollama runtime. Returns explicit model and dimensions; no paid third-party API is called.
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• Rank texts by cosine similarity to a query.
  Embeds one query and up to 64 candidates locally, then returns cosine scores and stable descending ranks.
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• Route one request to the best matching tool.
  Embeds one request and a provided tool list locally, then returns deterministic similarity ranks and the selected tool.
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• Recommend items from provided interaction lists.
  Calculates item co-occurrence and item similarity from the submitted events only. No user profile is stored.
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How to call

https://vektor.halowerk.com

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