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RetrieverModels

All registered RetrieverModel components in DashAI.

NameDescription
BM25RetrieverSparse retriever using BM25 (Okapi) ranking for document retrieval.
DenseEmbeddingRetrieverConcrete dense retriever that accepts any :class:DenseEmbedding component.
MMRRerankerRetrieverRe-ranks retrieval results using Maximum Marginal Relevance for diversity.
ParallelRetrieverQueries multiple retrievers in parallel and merges their results.
SentenceTransformerCrossEncoderRetrieverCross-encoder re-ranker powered by SentenceTransformer models.
SequentialRetrieverQueries multiple retrievers in sequence, re-ranking at each step.
TFIDFRetrieverSparse retriever using TF-IDF vectorization for document retrieval.