SemanticCache

Struct SemanticCache 

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pub struct SemanticCache { /* private fields */ }
Expand description

Semantic cache with similarity-based retrieval

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impl SemanticCache

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pub fn new(config: SemanticCacheConfig) -> RragResult<Self>

Create new semantic cache

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pub fn find_similar( &self, _query: &str, embedding: &[f32], ) -> Vec<SimilaritySearchResult>

Find semantically similar cached entries

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pub fn get_or_similar( &self, query: &str, embedding: Option<&[f32]>, ) -> Option<SemanticCacheEntry>

Get or find semantically similar entry

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pub fn cache_with_clustering( &mut self, query: String, embedding: Vec<f32>, entry: SemanticCacheEntry, ) -> RragResult<()>

Cache entry with semantic clustering

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pub fn get_clusters(&self) -> &[SemanticCluster]

Get cluster information

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pub fn get_insights(&self) -> SemanticCacheInsights

Get cache insights

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impl Cache<String, SemanticCacheEntry> for SemanticCache

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fn get(&self, key: &String) -> Option<SemanticCacheEntry>

Get value from cache
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fn put(&mut self, key: String, value: SemanticCacheEntry) -> RragResult<()>

Put value into cache
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fn remove(&mut self, key: &String) -> Option<SemanticCacheEntry>

Remove value from cache
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fn contains(&self, key: &String) -> bool

Check if key exists
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fn clear(&mut self)

Clear all entries
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fn size(&self) -> usize

Get cache size
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fn stats(&self) -> CacheStats

Get cache statistics

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