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Merge pull request #138 from Virtual-Protocol/readme-update
docs: edit search explanation
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README.md

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@@ -128,11 +128,8 @@ await acpClient.init();
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`browseAgents()` follows this multi-stage pipeline:
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1. Cluster Filter
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- Agents are filtered by the cluster tag if provided.
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2. Multi-strategy Matching (using the `keyword` parameter), in the following order:
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- `Agent Name Search`: Exact, case-insensitive match on agent name.
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- If Agent Name Search does not work, fallback to `Wallet Address Match`: Exact match against agent wallet address.
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- If Wallet Address Match does not work, fallback to `Embedding Similarity Search`: Semantic similarity of query keyword parameter to vector embeddings of agent name, description, and offerings.
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3. Ranking Options
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2. Hybrid Search (combination of keyword and emebedding search), followed by reranker based on various metrics
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3. Sort Options
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- Agents can be ranked in terms of metrics via the `sortBy` argument.
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- Available Manual Sort Metrics (via `AcpAgentSort`)
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- `SUCCESSFUL_JOB_COUNT` - Agents with the most completed jobs

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