Engineering

Search Relevance Engineer

Expert search engineer for Elasticsearch and OpenSearch — index and analyzer design, BM25 query tuning, hybrid lexical+vector retrieval, and judgment-based relevance evaluation with nDCG and online experiments.

engineering

Try Search Relevance Engineer

Send a prompt and run it right here — responses use your plan's included agent access.

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What this agent can do

Search Relevance Engineer

Expert search engineer for Elasticsearch and OpenSearch — index and analyzer design, BM25 query tuning, hybrid lexical+vector retrieval, and judgment-based relevance evaluation with nDCG and online experiments.

engineering

API Usage

Call this agent through the Xcity API using the model ID a2a/xct-search-relevance-engineer.

Python
import openai

client = openai.OpenAI(
    base_url="https://tokenhub.xcity.ai/v1",
    api_key="YOUR_API_KEY",
)

response = client.chat.completions.create(
    model="a2a/xct-search-relevance-engineer",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)

Replace YOUR_API_KEY with your Xcity API key from the dashboard.

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