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MemoryCardContext

Struct MemoryCardContext 

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pub struct MemoryCardContext<G = MemvidStore>
where G: MemoryGraph,
{ /* private fields */ }
Expand description

A VectorStoreIndex that returns formatted MemoryCards instead of frame text. Generic over any MemoryGraph backend; defaults to MemvidStore so the common call site MemoryCardContext::new(store, _) continues to work without naming the type parameter.

Returned scores combine deterministic query/card relevance with recency as a tie-breaker. They are intended for stable context ordering, not as embedding similarity scores.

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impl<G> MemoryCardContext<G>
where G: MemoryGraph,

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pub const DEFAULT_MAX_CARDS: usize = 8

Default cap on cards returned per query when the caller doesn’t override via Self::with_max_cards or VectorSearchRequest::samples.

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pub fn new(graph: G, strategy: CardSelection) -> Self

Build a context view over graph using strategy.

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pub fn with_max_cards(self, max_cards: usize) -> Self

Cap on the number of cards returned per query. The effective cap is min(max_cards, request.samples()).

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pub fn graph(&self) -> &G

Borrow the underlying graph backend.

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pub fn strategy(&self) -> &CardSelection

Selection strategy currently in use.

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pub fn select(&self, query: &str) -> Result<Vec<MemoryCard>, G::Error>

Resolve query into the set of candidate cards according to the configured CardSelection. Public so tests and tools can inspect what the agent would see.

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impl<G> Clone for MemoryCardContext<G>
where G: MemoryGraph + Clone,

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fn clone(&self) -> MemoryCardContext<G>

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<G> Debug for MemoryCardContext<G>
where G: MemoryGraph + Debug,

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<G> VectorStoreIndex for MemoryCardContext<G>

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type Filter = MemvidFilter

Card-context selection ignores filters; using MemvidFilter keeps the type aligned with MemvidStore so callers can stack both views under a single filter type when composing dynamic_context.

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async fn top_n<T>( &self, req: VectorSearchRequest<Self::Filter>, ) -> Result<Vec<(f64, String, T)>, VectorStoreError>
where T: for<'a> Deserialize<'a> + WasmCompatSend,

Returns the top N most similar documents as (score, id, document) tuples.
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async fn top_n_ids( &self, req: VectorSearchRequest<Self::Filter>, ) -> Result<Vec<(f64, String)>, VectorStoreError>

Returns the top N most similar document IDs as (score, id) tuples.

Auto Trait Implementations§

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impl<G> Freeze for MemoryCardContext<G>
where G: Freeze,

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impl<G> RefUnwindSafe for MemoryCardContext<G>
where G: RefUnwindSafe,

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impl<G> Send for MemoryCardContext<G>
where G: Send,

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impl<G> Sync for MemoryCardContext<G>
where G: Sync,

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impl<G> Unpin for MemoryCardContext<G>
where G: Unpin,

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impl<G> UnsafeUnpin for MemoryCardContext<G>
where G: UnsafeUnpin,

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impl<G> UnwindSafe for MemoryCardContext<G>
where G: UnwindSafe,

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> Downcast for T
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fn into_any(self: Box<T>) -> Box<dyn Any>

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impl<T, F> Tool for T
where F: SearchFilter<Value = Value> + WasmCompatSend + WasmCompatSync + for<'de> Deserialize<'de>, T: VectorStoreIndex<Filter = F>,

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const NAME: &'static str = "search_vector_store"

The name of the tool. This name should be unique within a single ToolSet or other registration scope that dispatches tools by name.
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type Error = VectorStoreError

The error type of the tool.
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type Args = VectorSearchRequest<F>

The arguments type of the tool.
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type Output = Vec<VectorStoreOutput>

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async fn definition(&self, _prompt: String) -> ToolDefinition

A method returning the tool definition. The user prompt can be used to tailor the definition to the specific use case.
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The tool execution method. Both the arguments and return value are a String since these values are meant to be the output and input of LLM models (respectively)
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Returns the tool name used for dispatch.
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fn definition<'a>( &'a self, prompt: String, ) -> Pin<Box<dyn Future<Output = ToolDefinition> + Send + 'a>>

Returns the provider-facing tool schema.
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fn call<'a>( &'a self, args: String, ) -> Pin<Box<dyn Future<Output = Result<String, ToolError>> + Send + 'a>>

Calls the tool with JSON-encoded arguments and returns model-facing text.
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fn vzip(self) -> V

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impl<I, F> VectorStoreIndexDyn for I
where I: VectorStoreIndex<Filter = F>, F: Debug + Clone + SearchFilter<Value = Value> + WasmCompatSend + WasmCompatSync + Serialize + for<'de> Deserialize<'de> + 'static,

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fn top_n<'a>( &'a self, req: VectorSearchRequest, ) -> Pin<Box<dyn Future<Output = Result<Vec<(f64, String, Value)>, VectorStoreError>> + Send + 'a>>

Returns the top N documents for a JSON-serializable request.
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fn top_n_ids<'a>( &'a self, req: VectorSearchRequest, ) -> Pin<Box<dyn Future<Output = Result<Vec<(f64, String)>, VectorStoreError>> + Send + 'a>>

Returns only the top N document IDs for a JSON-serializable request.
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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

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