LLM Tool Search and Ranking Beyond Generation

Using LLMs for tool search and ranking, a pattern extending beyond text generation to solve non-generation problems

CA clean typed decision with low volume or low value, or too vague to act on.2.80

Key facts

Vertical
Software & tech
Function
Agents & dev
Status
Seen in the wild
Volume
occasional
Value
minor
Risk
low
Evidence
described plan
Flags
check-fit

Source: https://madewithjev.com/community/we-use-llms-for-a-surprising-number-of

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “LLM Tool Search and Ranking Beyond Generation”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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