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.
Related to mmr
Pages on the same stages, extractors and patterns.
Retriever
Sort Relevance
Sort documents by relevance score
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Retriever
Sort Attribute
Sort documents by any metadata field value
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Retriever
Rerank
Rerank documents using cross-encoder models for accurate relevance
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Retriever
Score Normalize
Rescale document scores to a common range for consistent comparison
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