Documentation IndexFetch the complete documentation index at: /docs/llms.txtUse this file to discover all available pages before exploring further.
Fetch the complete documentation index at: /docs/llms.txt
Use this file to discover all available pages before exploring further.
Convert text to vectors for semantic search
Create Embeddings
use praisonai::Embedder; let embedder = Embedder::new("openai"); let vector = embedder.embed("Hello world").await?; println!("Dimensions: {}", vector.len());
Use with Knowledge
use praisonai::{Agent, KnowledgeConfig}; let config = KnowledgeConfig::new() .embedder("openai") .source("docs/"); let agent = Agent::new() .name("Assistant") .knowledge(config) .build()?; // Knowledge automatically uses embeddings for search
openai
cohere
local