2 releases (1 stable)
1.0.0 | Sep 23, 2024 |
---|---|
0.1.0 | Aug 15, 2024 |
#250 in Machine learning
33KB
492 lines
Firecrawl Rust SDK
The Firecrawl Rust SDK is a library that allows you to easily scrape and crawl websites, and output the data in a format ready for use with language models (LLMs). It provides a simple and intuitive interface for interacting with the Firecrawl API.
Installation
To install the Firecrawl Rust SDK, add the following to your Cargo.toml
:
[dependencies]
firecrawl = "^0.1"
tokio = { version = "^1", features = ["full"] }
To add it in your codebase.
Usage
First, you need to obtain an API key from firecrawl.dev. Then, you need to initialize the FirecrawlApp
like so:
use firecrawl::FirecrawlApp;
#[tokio::main]
async fn main() {
// Initialize the FirecrawlApp with the API key
let app = FirecrawlApp::new("fc-YOUR-API-KEY").expect("Failed to initialize FirecrawlApp");
// ...
}
Scraping a URL
To scrape a single URL, use the scrape_url
method. It takes the URL as a parameter and returns the scraped data as a Document
.
let scrape_result = app.scrape_url("https://firecrawl.dev", None).await;
match scrape_result {
Ok(data) => println!("Scrape result:\n{}", data.markdown),
Err(e) => eprintln!("Scrape failed: {}", e),
}
Scraping with Extract
With Extract, you can easily extract structured data from any URL. You need to specify your schema in the JSON Schema format, using the serde_json::json!
macro.
let json_schema = json!({
"type": "object",
"properties": {
"top": {
"type": "array",
"items": {
"type": "object",
"properties": {
"title": {"type": "string"},
"points": {"type": "number"},
"by": {"type": "string"},
"commentsURL": {"type": "string"}
},
"required": ["title", "points", "by", "commentsURL"]
},
"minItems": 5,
"maxItems": 5,
"description": "Top 5 stories on Hacker News"
}
},
"required": ["top"]
});
let llm_extraction_options = ScrapeOptions {
formats: vec![ ScrapeFormats::Extract ].into(),
extract: ExtractOptions {
schema: json_schema.into(),
..Default::default()
}.into(),
..Default::default()
};
let llm_extraction_result = app
.scrape_url("https://news.ycombinator.com", llm_extraction_options)
.await;
match llm_extraction_result {
Ok(data) => println!("LLM Extraction Result:\n{:#?}", data.extract.unwrap()),
Err(e) => eprintln!("LLM Extraction failed: {}", e),
}
Crawling a Website
To crawl a website, use the crawl_url
method. This will wait for the crawl to complete, which may take a long time based on your starting URL and your options.
let crawl_options = CrawlOptions {
exclude_paths: vec![ "blog/*".into() ].into(),
..Default::default()
};
let crawl_result = app
.crawl_url("https://mendable.ai", crawl_options)
.await;
match crawl_result {
Ok(data) => println!("Crawl Result (used {} credits):\n{:#?}", data.credits_used, data.data),
Err(e) => eprintln!("Crawl failed: {}", e),
}
Crawling asynchronously
To crawl without waiting for the result, use the crawl_url_async
method. It takes the same parameters, but it returns a CrawlAsyncRespone
struct, containing the crawl's ID. You can use that ID with the check_crawl_status
method to check the status at any time. Do note that completed crawls are deleted after 24 hours.
let crawl_id = app.crawl_url_async("https://mendable.ai", None).await?.id;
// ... later ...
let status = app.check_crawl_status(crawl_id).await?;
if status.status == CrawlStatusTypes::Completed {
println!("Crawl is done: {:#?}", status.data);
} else {
// ... wait some more ...
}
Map a URL (Alpha)
Map all associated links from a starting URL.
let map_result = app
.map_url("https://firecrawl.dev", None)
.await;
match map_result {
Ok(data) => println!("Mapped URLs: {:#?}", data),
Err(e) => eprintln!("Map failed: {}", e),
}
Error Handling
The SDK handles errors returned by the Firecrawl API and by our dependencies, and combines them into the FirecrawlError
enum, implementing Error
, Debug
and Display
. All of our methods return a Result<T, FirecrawlError>
.
Running the Tests with Cargo
To ensure the functionality of the Firecrawl Rust SDK, we have included end-to-end tests using cargo
. These tests cover various aspects of the SDK, including URL scraping, web searching, and website crawling.
Running the Tests
To run the tests, execute the following commands:
$ export $(xargs < ./tests/.env)
$ cargo test --test e2e_with_auth
Contributing
Contributions to the Firecrawl Rust SDK are welcome! If you find any issues or have suggestions for improvements, please open an issue or submit a pull request on the GitHub repository.
License
The Firecrawl Rust SDK is open-source and released under the AGPL License.
Dependencies
~7–19MB
~253K SLoC