Open Source Linux Semantic Search Tools - Page 4

Trimwise is an extractive Python library for the step between collecting text and assembling a prompt. Give it a document, a maximum size, and optionally the task you care about. It selects useful fragments from across the document, returns them in source order, and guarantees that the measured result stays within your token, word, or character limit. This is especially useful when an agent has several sources but cannot place every source in the context window. Instead of taking the first N characters from each article, report, note, or search result, Trimwise gives each source a smarter evidence budget while leaving your system prompt, instructions, examples, and output schema untouched.