An Unofficial Rust client for Replicate
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An Unofficial Rust client for Replicate. Provides a type-safe interface by deserializing API responses into Rust structs.
Add replicate_rust
to Cargo.toml
:
toml
[dependencies]
replicate-rust = "0.0.5"
Grab your token from replicate.com/account and set it as an environment variable:
sh
export REPLICATE_API_TOKEN=<your token>
Here's an example using replicate_rust
to run a model:
```rust use replicate_rust::{config::Config, Replicate, errors::ReplicateError};
fn main() -> Result<(), ReplicateError> { let config = Config::default(); // Instead of using the default config ( which reads API token from env variable), you can also set the token directly: // let config = Config { // auth: String::from("REPLICATEAPITOKEN"), // ..Default::default() // };
let replicate = Replicate::new(config);
// Construct the inputs. let mut inputs = std::collections::HashMap::new(); inputs.insert("prompt", "a 19th century portrait of a wombat gentleman");
let version = "stability-ai/stable-diffusion:27b93a2413e7f36cd83da926f3656280b2931564ff050bf9575f1fdf9bcd7478";
// Run the model. let result = replicate.run(version, inputs)?;
// Print the result. println!("{:?}", result.output); // Some(Array [String("https://pbxt.replicate.delivery/QLDGe2rXuIQ9ByMViQEXrYCkKfDi9I3YWAzPwWsDZWMXeN7iA/out-0.png")])```
Ok(()) } ```
See the reference docs for detailed API documentation.
Run a model in the background: ```rust // Construct the inputs. let mut inputs = std::collections::HashMap::new(); inputs.insert("prompt", "a 19th century portrait of a wombat gentleman");
let version = "stability-ai/stable-diffusion:27b93a2413e7f36cd83da926f3656280b2931564ff050bf9575f1fdf9bcd7478";
// Run the model. let mut prediction = replicate.predictions.create(version, inputs)?;
println!("{:?}", prediction.status); // 'starting'
prediction.reload()?; println!("{:?}", prediction.status); // 'processing'
println!("{:?}", prediction.logs); // Some("Using seed: 3599 // 0%| | 0/50 [00:00, ?it/s] // 4%|▍ | 2/50 [00:00<00:04, 10.00it/s] // 8%|▊ | 4/50 [00:00<00:03, 11.56it/s]
let prediction = prediction.wait()?;
println!("{:?}", prediction.status); // 'succeeded'
println!("{:?}", prediction.output); ```
Cancel a prediction: ```rust // Construct the inputs. let mut inputs = std::collections::HashMap::new(); inputs.insert("prompt", "a 19th century portrait of a wombat gentleman");
let version = "stability-ai/stable-diffusion:27b93a2413e7f36cd83da926f3656280b2931564ff050bf9575f1fdf9bcd7478";
// Run the model. let mut prediction = replicate.predictions.create(version, inputs)?;
println!("{:?}", prediction.status); // 'starting'
prediction.cancel()?;
prediction.reload()?;
println!("{:?}", prediction.status); // 'cancelled' ```
List predictions:
rust
let predictions = replicate.predictions.list()?;
println!("{:?}", predictions);
// ListPredictions { ... }
Get model Information:
rust
let model = replicate.models.get("replicate", "hello-world")?;
println!("{:?}", model);
// GetModel { ... }
Get Versions List:
rust
let versions = replicate.models.versions.list("replicate", "hello-world")?;
println!("{:?}", versions);
// ListModelVersions { ... }
Get Model Version Information:
rust
let model = replicate.models.versions.get("kvfrans",
"clipdraw",
"5797a99edc939ea0e9242d5e8c9cb3bc7d125b1eac21bda852e5cb79ede2cd9b",)?;
println!("{:?}", model);
// GetModelVersion { ... }
Get Collection Information:
rust
let collection = replicate.collections.get("audio-generation")?;
println!("{:?}", collection);
// GetCollectionModels { ... }//!
```
Get Collection Lists:
rust
let collections = replicate.collections.list()?;
println!("{:?}", collections);
// ListCollectionModels { ... }