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Insight

converge_knowledge::learning::batch

Enum Insight

pub enum Insight {
    QueryPattern {
        description: String,
        example_queries: Vec<String>,
        frequency: f32,
        related_entries: Vec<Uuid>,
    },
    KnowledgeGap {
        topic: String,
        unresolved_queries: Vec<String>,
        suggestions: Vec<String>,
        severity: f32,
    },
    Classification {
        entry_id: Uuid,
        class: KnowledgeClass,
        confidence: f32,
        reason: String,
    },
    Relationship {
        source_id: Uuid,
        target_id: Uuid,
        relationship: RelationshipType,
        strength: f32,
    },
    HotTopic {
        topic: String,
        entry_ids: Vec<Uuid>,
        interest_score: f32,
        trend: Trend,
    },
}

Expand description

Insight produced by a batch job.

Variants§

QueryPattern

A pattern detected in queries.

Fields

§description: String

Pattern description.

§example_queries: Vec<String>

Representative query texts.

§frequency: f32

Frequency of this pattern.

§related_entries: Vec<Uuid>

Associated entry IDs.

KnowledgeGap

A gap in knowledge coverage.

Fields

§topic: String

Topic or area with gap.

§unresolved_queries: Vec<String>

Queries that couldn’t be answered well.

§suggestions: Vec<String>

Suggested content to add.

§severity: f32

Severity (0.0 to 1.0).

Classification

Classification of an entry.

Fields

§entry_id: Uuid

Entry ID.

§class: KnowledgeClass

Knowledge class.

§confidence: f32

Confidence (0.0 to 1.0).

§reason: String

Reasoning.

Relationship

A discovered relationship.

Fields

§source_id: Uuid

Source entry.

§target_id: Uuid

Target entry.

§relationship: RelationshipType

Relationship type.

§strength: f32

Strength (0.0 to 1.0).

HotTopic

Hot topic detection.

Fields

§topic: String

Topic name.

§entry_ids: Vec<Uuid>

Related entry IDs.

§interest_score: f32

Current interest score.

§trend: Trend

Trend direction.

Trait Implementations§

impl Clone for Insight

fn clone(&self) -> Insight

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

impl Debug for Insight

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

Formats the value using the given formatter. Read more

impl<'de> Deserialize<'de> for Insight

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

impl Serialize for Insight

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

impl Freeze for Insight

impl RefUnwindSafe for Insight

impl Send for Insight

impl Sync for Insight

impl Unpin for Insight

impl UnsafeUnpin for Insight

impl UnwindSafe for Insight

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more

impl<T> CloneToUninit for T
where T: Clone,

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

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T> FromRef<T> for T
where T: Clone,

fn from_ref(input: &T) -> T

Converts to this type from a reference to the input type.

impl<T> FromRef<T> for T
where T: Clone,

fn from_ref(input: &T) -> T

Converts to this type from a reference to the input type.

impl<T> Instrument for T

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

impl<T, U> Into<U> for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> IntoRequest<T> for T

fn into_request(self) -> Request<T>

Wrap the input message T in a tonic::Request

impl<T> PolicyExt for T
where T: ?Sized,

fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more

fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more

impl<T> Same for T

type Output = T

Should always be Self

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom<U> for T
where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more

impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,