RETRIEVAL
30 days · UTC
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RAG selectivity over recall, exploration-first retrieval, and a quiet LangChain-Exa default change
Selective retrieval, not maximal recall, is emerging as the key RAG lever—and a small LangChain‑Exa default shift could change your search results and...
Hype spike around OpenCode + Firecrawl for AI coding agents (unverified, worth monitoring)
Social chatter hints that pairing OpenCode with Firecrawl could boost AI coding agents, but details remain unverified. A guide on Firecrawl plus Open...
Copilot CLI adds embedding-based skill retrieval and pre-compact hooks; community hardens agent skills and memory patterns
GitHub shipped a Copilot CLI pre-release with experimental embedding-based skill retrieval and new hooks, while the community published hardening docs...
Encoders Are Back: ModernBERT and a push to ditch LLMs for NER and retrieval
Encoders are back in the spotlight for search, NER, and reranking, with ModernBERT and fresh guidance arguing against LLMs for extraction workloads. ...
Agentic workflows: constraints-first path to production
Agentic workflows coordinate one or more LLM-powered agents with retrieval, tools, and memory to reason, plan, and act across complex tasks. The piece...