community-automations/serp-brave-rerank

研究與情報

PublicClaude 子代理

Brave + Gemini 重新排序

關鍵字搜尋會把重複你字詞的頁面排在最上面，而不是真正回答你問題的頁面。這一層架在 Brave Search 之上，依照語意重新排序結果。

sonnet4 天Brave Search APIGeminipgvectorFastAPI
ClaudeClaude
ROI for
README.md

為什麼選擇此子代理

關鍵字搜尋會把重複你字詞的頁面排在最上面，而不是真正回答你問題的頁面。這一層架在 Brave Search 之上，依照語意重新排序結果。

它會對查詢和每個結果做嵌入向量處理，然後根據真正的意圖匹配程度評分，回傳更乾淨的排序。把它接在任何需要比原始關鍵字結果更好搜尋體驗的代理或應用程式後面，每筆結果還會附上相關性說明。

運作方式

    • Read

      Used at step 01 to kick off the pipeline.

    • Write

      Used at step 01 to kick off the pipeline.

    • WebFetch

      Used at step 01 to kick off the pipeline.

    • WebSearch

      Used at step 01 to kick off the pipeline.

輸出範例

json
// Sample output
// (generated when the pipeline finishes)

Re-rank the Brave results by semantic match to the query intent and return them ordered, each with a relevance_score and one-line justification.

Unlock the rest

The full agent definition, install snippet, and starter task are gated for community members.

Members get the full `.md` agent file, the npm / pnpm install one-liners, a starter prompt that we've tuned against real runs, and the open-source repo when this automation ships there. One email, magic link, done.