Knowledge

Give agents access to your documents and data

Knowledge lets agents answer questions using your documents, files, and data.

Quick Start

1. Create Knowledge Base

   use praisonai::{Knowledge, Document};
   
   // Create knowledge instance
   let mut knowledge = Knowledge::new().build()?;
   
   // Add content directly
   knowledge.add("Our refund policy allows returns within 30 days.", None)?;
   knowledge.add("Premium members get free shipping.", None)?;

2. Add Documents

   use praisonai::{Knowledge, Document};
   
   let mut knowledge = Knowledge::new().build()?;
   
   // Create document with metadata
   let doc = Document::new("Company policies and procedures...")
       .source("policies.pdf")
       .filename("policies.pdf");
   
   knowledge.add_document(doc)?;

3. Search Knowledge

   use praisonai::Knowledge;
   
   let knowledge = Knowledge::new().build()?;
   // ... add content ...
   
   // Search with limit
   let results = knowledge.search("refund policy", 5)?;
   
   for item in results.results {
       println!("{}: {}", item.score, item.text);
   }

How It Works

Knowledge Methods

) -> Result

| Add text content | | add_document(doc) | fn add_document(&mut self, Document) -> Result

| Add a document | | search(query, limit) | fn search(&self, &str, usize) -> Result

| Search knowledge | | get(id) | fn get(&self, &str) -> Option<&Document> | Get document by ID | | delete(id) | fn delete(&mut self, &str) -> bool | Delete document | | clear() | fn clear(&mut self) | Clear all documents | | len() | fn len(&self) -> usize | Document count | | chunk(text) | fn chunk(&self, &str) -> Vec

` | Chunk text |

KnowledgeBuilder Methods

` | Build instance |

Best Practices

Related