add image api and audio api

This commit is contained in:
jhqxxx
2025-12-25 20:25:52 +08:00
parent bf53d3d869
commit 9a4fa636be
16 changed files with 694 additions and 72 deletions
+50 -6
View File
@@ -1,18 +1,24 @@
use aha_openai_dive::v1::resources::chat::ChatCompletionParameters;
use std::io::Cursor;
use aha_openai_dive::v1::resources::chat::{
ChatCompletionChunkResponse, ChatCompletionParameters, ChatCompletionResponse,
};
use anyhow::Result;
use base64::{Engine, prelude::BASE64_STANDARD};
use candle_core::{DType, Device, Tensor};
use candle_nn::VarBuilder;
use image::{Rgba, RgbaImage};
use rocket::futures::{Stream, stream};
use crate::{
models::rmbg2_0::model::BiRefNet,
models::{GenerateModel, rmbg2_0::model::BiRefNet},
utils::{
find_type_files, get_device, get_dtype,
build_img_completion_response, find_type_files, get_device, get_dtype,
img_utils::{extract_images, float_tensor_to_dynamic_image, img_transform_with_resize},
},
};
pub struct RMBG2_0 {
pub struct RMBG2_0Model {
model: BiRefNet,
h: u32,
w: u32,
@@ -20,9 +26,10 @@ pub struct RMBG2_0 {
img_std: Tensor,
device: Device,
dtype: DType,
model_name: String,
}
impl RMBG2_0 {
impl RMBG2_0Model {
pub fn init(path: &str, device: Option<&Device>, dtype: Option<DType>) -> Result<Self> {
let device = get_device(device);
let dtype = get_dtype(dtype, "float32");
@@ -41,10 +48,11 @@ impl RMBG2_0 {
img_std,
device,
dtype,
model_name: "RMBG2.0".to_string(),
})
}
pub fn generate(&self, mes: ChatCompletionParameters) -> Result<Vec<RgbaImage>> {
pub fn inference(&self, mes: ChatCompletionParameters) -> Result<Vec<RgbaImage>> {
let imgs = extract_images(&mes)?;
let mut rmbg_png = vec![];
for img in imgs {
@@ -78,3 +86,39 @@ impl RMBG2_0 {
Ok(rmbg_png)
}
}
impl GenerateModel for RMBG2_0Model {
fn generate(&mut self, mes: ChatCompletionParameters) -> Result<ChatCompletionResponse> {
let rmbg_png = self.inference(mes)?;
let mut base64_vec = vec![];
for img in rmbg_png {
let mut png_bytes = Vec::new();
img.write_to(&mut Cursor::new(&mut png_bytes), image::ImageFormat::Png)?;
let base64_string = BASE64_STANDARD.encode(png_bytes);
base64_vec.push(base64_string);
}
let response = build_img_completion_response(&base64_vec, &self.model_name);
Ok(response)
}
#[allow(unused_variables)]
fn generate_stream(
&mut self,
mes: ChatCompletionParameters,
) -> Result<
Box<
dyn Stream<Item = Result<ChatCompletionChunkResponse, anyhow::Error>>
+ Send
+ Unpin
+ '_,
>,
> {
let error_stream = stream::once(async {
Err(anyhow::anyhow!(format!(
"{} model not support stream",
self.model_name
))) as Result<ChatCompletionChunkResponse, anyhow::Error>
});
Ok(Box::new(Box::pin(error_stream)))
}
}