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    Mmr

    Reorder results using Maximal Marginal Relevance for diversity

    Note: This playground provides simulated output to showcase functionality. No data is processed on our servers. Use this demo to explore the stage's configuration options before integrating it into your retriever pipeline.

    Configuration

    number

    Balance between relevance (1.0) and diversity (0.0). Recommended: 0.5-0.8.

    integer

    Number of documents to return after MMR reordering.

    string | null

    Single embedding feature URI for diversity computation.

    array | null

    Multiple embedding features for weighted diversity fusion.

    array | null

    Metadata fields for attribute-based diversity (no embeddings required).

    string

    Similarity metric: 'cosine', 'dot', or 'euclidean'.

    Output

    No output yet

    Configure the stage parameters and click "Run Stage" to see the simulated output.