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Dev Tools · 2h ago

Multi-agent search copilot: one strategy per query to fix muddy results

By Meridian48 News Desk · Summarised from DEV Community ·

A developer building a document-search copilot over regulated data found that fusing metadata and semantic retrieval lanes produced unusable rankings. The v2 design routes each query to a single strategy—MetadataOnly, ContentOnly, or Hybrid—avoiding cross-contamination. A structured-output planner call determines the route, query rewrite, and filters in one step.

Meridian48 take
The post offers a practical case study in retrieval architecture, but the approach is specific to regulated document stores and may not generalize to open-domain search.
Read the full reporting
Building a multi-agent document-search copilot — Part 1: muddy results, and one strategy per query →
DEV Community
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