ICML Paper Search MCP
Core Concepts

Index contract

What makes a Milvus collection ready to serve.

The active index consists of a Milvus collection and current.json. The manifest records the corpus hashes, complete paper-ID fingerprint, embedding model and dimension, Milvus versions, metrics, and RRF fusion.

Readiness verifies:

  • the source files and manifest agree;
  • the collection has the required fields and BM25 function;
  • the COSINE and BM25 indexes have the required configuration;
  • the row count and complete paper-ID set match the 6,341-paper snapshot.

These checks do not call DashScope.