{"type":"raw_signal","id":"jev-vs-llms-in-agentic-search-1ded1e","slug":"jev-vs-llms-in-agentic-search-1ded1e","title":"Jev vs. LLMs in Agentic Search","description":"Milvus tests Jev across three agentic-search tasks Milvus reports integrating Jev TypeSafe AI’s System One model into DeepSearcher MemSearch and Vector Graph RAG then comparing it with models or ranking methods already used in those retrieval workflows. The tests cover","retrieval_nugget":"Milvus tests Jev across three agentic-search tasks Milvus reports integrating Jev TypeSafe AI’s System One model into DeepSearcher MemSearch and Vector Graph RAG then comparing it with models or ranking methods already used in those retrieval workflows. The tests cover","observed_at":"2026-10-10","record_date":"2026-10-10","date_kind":"observed_at","why_it_matters":"Source: https://milvus.io/blog/jev-vs-llms-in-agentic-search.md","novelty":"notable","verification_level":"source-linked","signal_type":"research","source_platform":"milvus.io","topics":[],"entities":["Milvus","Jev","TypeSafe AI","DeepSearcher","MemSearch","Vector Graph RAG","Voyage rerank-3","DeepSeek Flash"],"related_patterns":[],"source_url":"https://milvus.io/blog/jev-vs-llms-in-agentic-search.md","source_urls":["https://milvus.io/blog/jev-vs-llms-in-agentic-search.md"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"signal:jev-vs-llms-in-agentic-search-1ded1e","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/signals/jev-vs-llms-in-agentic-search-1ded1e/","markdown":"https://newruntime.com/signals/jev-vs-llms-in-agentic-search-1ded1e.md","json":"https://newruntime.com/signals/jev-vs-llms-in-agentic-search-1ded1e.json"},"next_reads":[{"type":"collection","path":"/signals/","url":"https://newruntime.com/signals/","title":"Raw Signals","reason":"Open every source-linked raw signal.","media_type":"text/html","json_url":"https://newruntime.com/signals.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}
