use crate::error::{Error, Result};
use serde::{Deserialize, Serialize};
pub struct ClarifaiProvider {
#[allow(dead_code)]
api_key: String,
#[allow(dead_code)]
base_url: String,
}
impl ClarifaiProvider {
pub fn new(api_key: &str) -> Self {
Self {
api_key: api_key.to_string(),
base_url: "https://api.clarifai.com/v2".to_string(),
}
}
pub fn with_base_url(api_key: &str, base_url: &str) -> Self {
Self {
api_key: api_key.to_string(),
base_url: base_url.to_string(),
}
}
pub fn from_env() -> Result<Self> {
let api_key = std::env::var("CLARIFAI_API_KEY")
.map_err(|_| Error::Configuration("CLARIFAI_API_KEY not set".to_string()))?;
Ok(Self::new(&api_key))
}
pub async fn list_capabilities(&self) -> Result<Vec<String>> {
Ok(vec![
"image-recognition".to_string(),
"object-detection".to_string(),
"face-detection".to_string(),
"visual-search".to_string(),
"image-generation".to_string(),
"moderation".to_string(),
])
}
pub fn get_capability_info(capability: &str) -> Option<ClarifaiCapabilityInfo> {
match capability {
"image-recognition" => Some(ClarifaiCapabilityInfo {
name: capability.to_string(),
description: "Classify images with thousands of concepts".to_string(),
models: vec![
"general-image-recognition".to_string(),
"food-item-recognition".to_string(),
"apparel-recognition".to_string(),
],
use_cases: vec!["tagging".to_string(), "organization".to_string()],
}),
"object-detection" => Some(ClarifaiCapabilityInfo {
name: capability.to_string(),
description: "Detect and locate objects in images".to_string(),
models: vec![
"general-detection".to_string(),
"face-detection".to_string(),
"logo-detection".to_string(),
],
use_cases: vec!["counting".to_string(), "localization".to_string()],
}),
"face-detection" => Some(ClarifaiCapabilityInfo {
name: capability.to_string(),
description: "Detect and analyze faces".to_string(),
models: vec![
"face-detection".to_string(),
"demographics".to_string(),
"face-embedding".to_string(),
],
use_cases: vec!["identity".to_string(), "analytics".to_string()],
}),
"visual-search" => Some(ClarifaiCapabilityInfo {
name: capability.to_string(),
description: "Search by image similarity".to_string(),
models: vec!["visual-embeddings".to_string()],
use_cases: vec!["e-commerce".to_string(), "cataloging".to_string()],
}),
"image-generation" => Some(ClarifaiCapabilityInfo {
name: capability.to_string(),
description: "Generate images from text".to_string(),
models: vec!["dall-e".to_string(), "stable-diffusion".to_string()],
use_cases: vec!["content-creation".to_string(), "design".to_string()],
}),
_ => None,
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ClarifaiCapabilityInfo {
pub name: String,
pub description: String,
pub models: Vec<String>,
pub use_cases: Vec<String>,
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_provider_creation() {
let provider = ClarifaiProvider::new("test-key");
assert!(provider.base_url.contains("clarifai.com"));
}
#[tokio::test]
async fn test_list_capabilities() {
let provider = ClarifaiProvider::new("test-key");
let capabilities = provider.list_capabilities().await.unwrap();
assert!(capabilities.len() >= 4);
}
#[test]
fn test_capability_info() {
let info = ClarifaiProvider::get_capability_info("image-recognition").unwrap();
assert!(!info.models.is_empty());
}
}