BAAI

Fastembed-rs, a Rust library for generating vector embeddings and reranking, has been released. It supports synchronous usage without Tokio dependency, uses ONNX inference via pykeio/ort and fast enco…

A developer describes context compression as a technique to reduce token costs and improve LLM answer quality by filtering retrieved text before generation. Extractive compression keeps verbatim sente…

The article describes the development of AegisDesk, an open-source, multi-agent IT helpdesk platform that replaces traditional LLM-based intent routing with a deterministic, zero-token semantic routin…