use anyhow::Result;
use rig::client::ProviderClient;
use rig::extractor::ExtractionResponse;
use rig::providers;
use schemars::JsonSchema;
use serde::{Deserialize, Serialize};
#[derive(Debug, Deserialize, Serialize, JsonSchema, PartialEq)]
struct Person {
name: Option<String>,
age: Option<u8>,
profession: Option<String>,
}
#[derive(Debug, Deserialize, Serialize, JsonSchema, PartialEq)]
struct Address {
street: Option<String>,
city: Option<String>,
state: Option<String>,
zip_code: Option<String>,
}
fn assert_compatible_professions(left: Option<&str>, right: Option<&str>) {
let left = left
.expect("profession should be present")
.trim()
.to_ascii_lowercase();
let right = right
.expect("profession should be present")
.trim()
.to_ascii_lowercase();
assert!(
left == right || left.contains(&right) || right.contains(&left),
"expected compatible professions, got {left:?} and {right:?}"
);
}
#[tokio::test]
#[ignore = "This requires an API key"]
async fn extract_backward_compatibility() -> Result<()> {
let client = providers::openai::Client::from_env();
let extractor = client
.extractor::<Person>(providers::openai::GPT_4O_MINI)
.build();
let person = extractor
.extract("John Doe is a 30 year old software engineer.")
.await?;
assert_eq!(person.name, Some("John Doe".to_string()));
assert_eq!(person.age, Some(30));
assert_eq!(person.profession, Some("software engineer".to_string()));
Ok(())
}
#[tokio::test]
#[ignore = "This requires an API key"]
async fn extract_with_usage_returns_data_and_usage() -> Result<()> {
let client = providers::openai::Client::from_env();
let extractor = client
.extractor::<Person>(providers::openai::GPT_4O_MINI)
.build();
let response: ExtractionResponse<Person> = extractor
.extract_with_usage("Jane Smith is a 45 year old data scientist.")
.await?;
assert_eq!(response.data.name, Some("Jane Smith".to_string()));
assert_eq!(response.data.age, Some(45));
assert_eq!(response.data.profession, Some("data scientist".to_string()));
assert!(response.usage.input_tokens > 0);
assert!(response.usage.output_tokens > 0);
assert!(response.usage.total_tokens > 0);
Ok(())
}
#[tokio::test]
#[ignore = "This requires an API key"]
async fn extract_with_chat_history_with_usage_works() -> Result<()> {
use rig::message::Message;
let client = providers::openai::Client::from_env();
let extractor = client
.extractor::<Address>(providers::openai::GPT_4O_MINI)
.build();
let chat_history = vec![Message::user(
"I'm looking at a property that might be interesting.",
)];
let response: ExtractionResponse<Address> = extractor
.extract_with_chat_history_with_usage(
"The address is 123 Main St in Springfield, IL 62701.",
chat_history,
)
.await?;
assert_eq!(response.data.street, Some("123 Main St".to_string()));
assert_eq!(response.data.city, Some("Springfield".to_string()));
assert_eq!(response.data.state, Some("IL".to_string()));
assert_eq!(response.data.zip_code, Some("62701".to_string()));
assert!(response.usage.input_tokens > 0);
assert!(response.usage.total_tokens > 0);
Ok(())
}
#[tokio::test]
#[ignore = "This requires an API key"]
async fn extract_and_extract_with_usage_return_same_data() -> Result<()> {
let client = providers::openai::Client::from_env();
let extractor = client
.extractor::<Person>(providers::openai::GPT_4O_MINI)
.build();
let text = "Bob Johnson is a 55 year old retired teacher.";
let person = extractor.extract(text).await?;
let response = extractor.extract_with_usage(text).await?;
assert_eq!(person.name, Some("Bob Johnson".to_string()));
assert_eq!(response.data.name, Some("Bob Johnson".to_string()));
assert_eq!(person.age, Some(55));
assert_eq!(response.data.age, Some(55));
assert_compatible_professions(
person.profession.as_deref(),
response.data.profession.as_deref(),
);
assert!(response.usage.total_tokens > 0, "usage should be populated");
Ok(())
}
#[tokio::test]
#[ignore = "This requires an API key"]
async fn usage_tracking_works_for_different_schemas() -> Result<()> {
let client = providers::openai::Client::from_env();
let person_extractor = client
.extractor::<Person>(providers::openai::GPT_4O_MINI)
.build();
let person_response = person_extractor
.extract_with_usage("Alice is a 25 year old developer.")
.await?;
assert!(person_response.usage.total_tokens > 0);
let address_extractor = client
.extractor::<Address>(providers::openai::GPT_4O_MINI)
.build();
let address_response = address_extractor
.extract_with_usage("456 Oak Avenue, Cambridge, MA 02139")
.await?;
assert!(address_response.usage.total_tokens > 0);
Ok(())
}