Context-window pruning of chat history

Judges: each past message vs current question. Questions: noul:needed_for_answer. Action: Code builds slim prompt for the LLM.

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.5.15

Key facts

Vertical
Software & tech
Function
Agents & dev
Status
Idea
Volume
high
Value
meaningful
Risk
moderate
Evidence
—
Flags
None

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 “Context-window pruning of chat history”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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