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//! Generate a summary and adds it as metadata
use anyhow::Result;
use async_trait::async_trait;
use swiftide_core::{indexing::Node, Transformer};
/// This module defines the `MetadataSummary` struct and its associated methods,
/// which are used for generating metadata in the form of a summary
/// for a given text. It interacts with a client (e.g., `OpenAI`) to generate
/// the summary based on the text chunk in an `Node`.
/// `MetadataSummary` is responsible for generating a summary
/// for a given text chunk. It uses a templated prompt to interact with a client
/// that implements the `SimplePrompt` trait.
#[swiftide_macros::indexing_transformer(
metadata_field_name = "Summary",
default_prompt_file = "prompts/metadata_summary.prompt.md"
)]
pub struct MetadataSummary {}
#[async_trait]
impl Transformer for MetadataSummary {
/// Transforms an `Node` by extracting a summary
/// based on the text chunk within the node.
///
/// # Arguments
///
/// * `node` - The `Node` containing the text chunk to process.
///
/// # Returns
///
/// A `Result` containing the transformed `Node` with added metadata,
/// or an error if the transformation fails.
///
/// # Errors
///
/// This function will return an error if the client fails to generate
/// a summary from the provided prompt.
#[tracing::instrument(skip_all, name = "transformers.metadata_summary")]
async fn transform_node(&self, mut node: Node) -> Result<Node> {
let prompt = self.prompt_template.to_prompt().with_node(&node);
let response = self.prompt(prompt).await?;
node.metadata.insert(NAME, response);
Ok(node)
}
fn concurrency(&self) -> Option<usize> {
self.concurrency
}
}
#[cfg(test)]
mod test {
use swiftide_core::MockSimplePrompt;
use super::*;
#[tokio::test]
async fn test_template() {
let template = default_prompt();
let prompt = template.to_prompt().with_node(&Node::new("test"));
insta::assert_snapshot!(prompt.render().await.unwrap());
}
#[tokio::test]
async fn test_metadata_summary() {
let mut client = MockSimplePrompt::new();
client
.expect_prompt()
.returning(|_| Ok("A Summary".to_string()));
let transformer = MetadataSummary::builder().client(client).build().unwrap();
let node = Node::new("Some text");
let result = transformer.transform_node(node).await.unwrap();
assert_eq!(result.metadata.get("Summary").unwrap(), "A Summary");
}
}