A developer introduced the Hybrid Retrieval pattern, which combines semantic vector search with keyword-based BM25 search using Reciprocal Rank Fusion (RRF) to improve retrieval precision. The pattern…
Ken Walger's Context Compression pattern uses a specialized selector model or ranker to distill large volumes of retrieved data into only the most salient semantic components before the final inferenc…
Speculative Decoding is an optimization pattern where a smaller "draft" model predicts multiple tokens in parallel, which are then verified or corrected by a larger "oracle" model in a single forward …
"The Auditor," a new architectural layer for an AI forensic system called the Sovereign Vault, which uses Persona Injection to transform an LLM into a Senior Forensic Bibliographer for high-reasoning …