memvid-ask-model 2.0.116

//! Example: Extract entities from text using OpenAI
//!
//! Run with: OPENAI_API_KEY=sk-... cargo run -p memvid-ask-model --example entity_extraction

use memvid_ask_model::{extract_entities, ENTITY_EXTRACTION_PROMPT};

fn main() {
    let text = "John Smith met with Microsoft CEO Satya Nadella in Seattle last Tuesday. \
                They discussed the partnership with S&P Global and CRISIL.";

    println!("Input text: {}\n", text);
    println!("Using default prompt:\n{}\n", &ENTITY_EXTRACTION_PROMPT[..200]);

    match extract_entities("openai:gpt-4o-mini", text, None, None) {
        Ok(response) => {
            println!("✓ Extracted {} entities from {} chars using {}:\n",
                response.entities.len(), response.text_chars, response.model);
            for e in &response.entities {
                println!("  • {} ({}) - {:.0}% confidence", 
                    e.name, e.entity_type, e.confidence * 100.0);
            }
        }
        Err(e) => {
            eprintln!("✗ Error: {}", e);
            std::process::exit(1);
        }
    }
}