Temporal Search

Time-decay relevance scoring for time-aware retrieval.

Temporal Search Query

Apply time decay to relevance scores:

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-- Temporal search with decay
SELECT * FROM temporal_search(
    'documents',
    embed_text('query'),
    'timestamp_column',
    INTERVAL '30 days',  -- decay period
    0.5,                 -- decay factor
    10                   -- top K
);

Time-Weighted Ranking

Boost recent documents:

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-- Time-weighted hybrid search
SELECT id, content,
       temporal_hybrid_score(
           embed_text('query'),
           embedding,
           created_at,
           INTERVAL '7 days',
           0.3  -- time weight
       ) AS score
FROM documents
ORDER BY score DESC
LIMIT 10;

Learn More

For detailed documentation on temporal search, decay functions, time windowing, and freshness scoring, visit:

Temporal Search Documentation

Related Topics

• Hybrid Search - Combined search
• Faceted Search - Category filtering