Struct RagSystem 

pub struct RagSystem { /* private fields */ }

Local file-based RAG system

Implementations

impl RagSystem

pub async fn new(config: RagConfig) -> Result<Self>

pub async fn new_with_llm( config: RagConfig, llm_client: Option<LlmClient>, ) -> Result<Self>

pub async fn index_document(&mut self, path: PathBuf) -> Result<usize>

pub async fn index_directory(&mut self, path: PathBuf) -> Result<usize>

pub async fn index_url(&mut self, url: &str) -> Result<usize>

pub async fn index_url_deep( &mut self, url: &str, max_depth: Option<u32>, max_pages: Option<u32>, ) -> Result<usize>

pub async fn index_url_deep_stream( &self, url: &str, max_depth: Option<u32>, crawl_all: bool, embed_concurrency: Option<usize>, crawl_max_pages: Option<usize>, ) -> Result<usize>

Streamed deep indexing: overlaps crawling and embedding using Tokio for speed

pub async fn search( &self, query: &str, max_results: Option<usize>, ) -> Result<Vec<RagSearchResult>>

pub async fn get_stats(&self) -> Result<RagStats>

pub async fn clear_index(&self) -> Result<()>

pub async fn health_check(&self) -> Result<()>