Struct PapersWithCodeClient 

pub struct PapersWithCodeClient { /* private fields */ }

Client for Papers With Code ML research database

API Details

• Base URL: https://paperswithcode.com/api/v1
• Rate limit: 60 requests/minute
• No API key required

Implementations

impl PapersWithCodeClient

pub fn new() -> Self

Create a new Papers With Code client

pub fn with_embedding_dim(embedding_dim: usize) -> Self

Create a new Papers With Code client with custom embedding dimension

pub async fn search_papers( &self, query: &str, ) -> Result<Vec<PaperWithCodePaper>>

Search papers by query

Arguments

• query - Search query string

pub async fn get_paper( &self, paper_id: &str, ) -> Result<Option<PaperWithCodePaper>>

Get paper by ID

Arguments

• paper_id - Paper identifier

pub async fn list_datasets(&self) -> Result<Vec<PaperWithCodeDataset>>

List datasets

pub async fn get_sota(&self, task: &str) -> Result<Vec<SotaEntry>>

Get state-of-the-art results for a task

Arguments

• task - Task name (e.g., “image-classification”, “question-answering”)

pub async fn search_methods(&self, query: &str) -> Result<Vec<Method>>

Search methods/techniques

Arguments

• query - Search query for methods

pub fn paper_to_vector(&self, paper: &PaperWithCodePaper) -> SemanticVector

Convert paper to SemanticVector

pub fn dataset_to_vector( &self, dataset: &PaperWithCodeDataset, ) -> SemanticVector

Convert dataset to SemanticVector

Trait Implementations

impl Default for PapersWithCodeClient

fn default() -> Self

Returns the “default value” for a type.