pub struct PersonalizedSearchEngine { /* private fields */ }Expand description
Personalized search engine that maintains user-specific models
Implementations§
Source§impl PersonalizedSearchEngine
impl PersonalizedSearchEngine
Sourcepub fn new_default() -> Result<Self>
pub fn new_default() -> Result<Self>
Create a new personalized search engine with default configuration
Sourcepub fn new(
config: PersonalizationConfig,
vector_store: Option<VectorStore>,
) -> Result<Self>
pub fn new( config: PersonalizationConfig, vector_store: Option<VectorStore>, ) -> Result<Self>
Create a new personalized search engine with custom configuration
Sourcepub fn register_user(
&mut self,
user_id: impl Into<String>,
demographics: Option<UserDemographics>,
) -> Result<()>
pub fn register_user( &mut self, user_id: impl Into<String>, demographics: Option<UserDemographics>, ) -> Result<()>
Register a new user
Sourcepub fn personalized_search(
&self,
user_id: impl Into<String>,
query: impl Into<String>,
k: usize,
) -> Result<Vec<PersonalizedResult>>
pub fn personalized_search( &self, user_id: impl Into<String>, query: impl Into<String>, k: usize, ) -> Result<Vec<PersonalizedResult>>
Perform personalized search for a user
Sourcepub fn record_feedback(&mut self, feedback: UserFeedback) -> Result<()>
pub fn record_feedback(&mut self, feedback: UserFeedback) -> Result<()>
Record user feedback and update user profile
Sourcepub fn update_user_similarities(&mut self) -> Result<()>
pub fn update_user_similarities(&mut self) -> Result<()>
Update user similarity matrix
Sourcepub fn get_user_profile(&self, user_id: &str) -> Option<UserProfile>
pub fn get_user_profile(&self, user_id: &str) -> Option<UserProfile>
Get user profile
Sourcepub fn get_statistics(&self) -> PersonalizationStatistics
pub fn get_statistics(&self) -> PersonalizationStatistics
Get statistics
Auto Trait Implementations§
impl Freeze for PersonalizedSearchEngine
impl !RefUnwindSafe for PersonalizedSearchEngine
impl Send for PersonalizedSearchEngine
impl Sync for PersonalizedSearchEngine
impl Unpin for PersonalizedSearchEngine
impl !UnwindSafe for PersonalizedSearchEngine
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<T> PolicyExt for Twhere
T: ?Sized,
impl<T> PolicyExt for Twhere
T: ?Sized,
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.