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https://github.com/MindWorkAI/AI-Studio.git
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added function to parse pptx presentations and chunk slides and chunk base64 images to send them with sse
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@ -38,6 +38,7 @@ calamine = "0.27.0"
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pdfium-render = "0.8.31"
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pdfium-render = "0.8.31"
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sys-locale = "0.3.2"
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sys-locale = "0.3.2"
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cfg-if = "1.0.0"
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cfg-if = "1.0.0"
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pptx-to-md = "0.3.0"
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# Fixes security vulnerability downstream, where the upstream is not fixed yet:
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# Fixes security vulnerability downstream, where the upstream is not fixed yet:
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url = "2.5"
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url = "2.5"
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@ -1,22 +1,24 @@
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use std::path::Path;
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use std::cmp::min;
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use std::pin::Pin;
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use crate::api_token::APIToken;
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use crate::pandoc::PandocProcessBuilder;
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use crate::pdfium::PdfiumInit;
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use async_stream::stream;
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use async_stream::stream;
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use base64::{engine::general_purpose, Engine as _};
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use base64::{engine::general_purpose, Engine as _};
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use calamine::{open_workbook_auto, Reader};
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use calamine::{open_workbook_auto, Reader};
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use file_format::{FileFormat, Kind};
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use file_format::{FileFormat, Kind};
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use futures::{Stream, StreamExt};
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use futures::{Stream, StreamExt};
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use pdfium_render::prelude::Pdfium;
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use pdfium_render::prelude::Pdfium;
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use pptx_to_md::{ImageHandlingMode, ParserConfig, PptxContainer};
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use rocket::get;
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use rocket::response::stream::{Event, EventStream};
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use rocket::serde::Serialize;
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use rocket::tokio::select;
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use rocket::Shutdown;
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use std::path::Path;
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use std::pin::Pin;
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use tokio::io::AsyncBufReadExt;
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use tokio::io::AsyncBufReadExt;
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use tokio::sync::mpsc;
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use tokio::sync::mpsc;
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use tokio_stream::wrappers::ReceiverStream;
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use tokio_stream::wrappers::ReceiverStream;
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use rocket::Shutdown;
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use rocket::response::stream::{EventStream, Event};
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use rocket::tokio::select;
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use rocket::serde::Serialize;
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use rocket::get;
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use crate::api_token::APIToken;
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use crate::pandoc::PandocProcessBuilder;
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use crate::pdfium::PdfiumInit;
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#[derive(Debug, Serialize)]
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#[derive(Debug, Serialize)]
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pub struct Chunk {
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pub struct Chunk {
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@ -31,17 +33,36 @@ pub enum Metadata {
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Spreadsheet { sheet_name: String, row_number: usize },
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Spreadsheet { sheet_name: String, row_number: usize },
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Document,
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Document,
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Image,
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Image,
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Presentation {
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slide_number: u32,
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image: Option<Base64Image>,
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},
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}
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#[derive(Debug, Serialize)]
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pub struct Base64Image {
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pub id: String,
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pub content: String,
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pub segment: usize,
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pub is_end: bool
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}
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impl Base64Image {
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fn new(id: String, content: String, segment: usize, is_end: bool) -> Self {
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Self { id, content, segment, is_end }
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}
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}
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}
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const TO_MARKDOWN: &str = "markdown";
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const TO_MARKDOWN: &str = "markdown";
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const DOCX: &str = "docx";
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const DOCX: &str = "docx";
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const ODT: &str = "odt";
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const ODT: &str = "odt";
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const IMAGE_SEGMENT_SIZE_IN_CHARS: usize = 8_192; // equivalent to ~ 5500 token
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type Result<T> = std::result::Result<T, Box<dyn std::error::Error + Send + Sync>>;
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type Result<T> = std::result::Result<T, Box<dyn std::error::Error + Send + Sync>>;
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type ChunkStream = Pin<Box<dyn Stream<Item = Result<Chunk>> + Send>>;
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type ChunkStream = Pin<Box<dyn Stream<Item = Result<Chunk>> + Send>>;
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#[get("/retrieval/fs/extract?<path>")]
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#[get("/retrieval/fs/extract?<path>")]
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pub async fn extract_data(_token: APIToken, path: String, mut end: Shutdown) -> EventStream![] {
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pub async fn extract_data(path: String, mut end: Shutdown) -> EventStream![] {
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EventStream! {
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EventStream! {
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let stream_result = stream_data(&path).await;
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let stream_result = stream_data(&path).await;
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match stream_result {
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match stream_result {
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@ -87,6 +108,8 @@ async fn stream_data(file_path: &str) -> Result<ChunkStream> {
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convert_with_pandoc(file_path, from, TO_MARKDOWN).await?
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convert_with_pandoc(file_path, from, TO_MARKDOWN).await?
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}
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}
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"pptx" => stream_pptx(file_path).await?,
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"xlsx" | "ods" | "xls" | "xlsm" | "xlsb" | "xla" | "xlam" => {
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"xlsx" | "ods" | "xls" | "xlsm" | "xlsb" | "xla" | "xlam" => {
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stream_spreadsheet_as_csv(file_path).await?
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stream_spreadsheet_as_csv(file_path).await?
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}
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}
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@ -115,7 +138,7 @@ async fn stream_data(file_path: &str) -> Result<ChunkStream> {
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Kind::Presentation => match fmt {
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Kind::Presentation => match fmt {
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FileFormat::OfficeOpenXmlPresentation => {
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FileFormat::OfficeOpenXmlPresentation => {
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convert_with_pandoc(file_path, fmt.extension(), TO_MARKDOWN).await?
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stream_pptx(file_path).await?
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}
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}
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_ => stream_text_file(file_path).await?,
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_ => stream_text_file(file_path).await?,
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},
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},
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@ -295,3 +318,86 @@ async fn chunk_image(file_path: &str) -> Result<ChunkStream> {
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Ok(Box::pin(stream))
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Ok(Box::pin(stream))
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}
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}
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async fn stream_pptx(file_path: &str) -> Result<ChunkStream> {
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let path = Path::new(file_path).to_owned();
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let parser_config = ParserConfig::builder()
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.extract_images(true)
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.compress_images(true)
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.quality(75)
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.image_handling_mode(ImageHandlingMode::Manually)
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.build();
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let mut streamer = tokio::task::spawn_blocking(move || {
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PptxContainer::open(&path, parser_config).map_err(|e| Box::new(e) as Box<dyn std::error::Error + Send + Sync>)
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}).await??;
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let (tx, rx) = mpsc::channel(32);
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tokio::spawn(async move {
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for slide_result in streamer.iter_slides() {
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match slide_result {
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Ok(slide) => {
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if let Some(md_content) = slide.convert_to_md() {
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let chunk = Chunk {
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content: md_content,
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metadata: Metadata::Presentation {
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slide_number: slide.slide_number,
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image: None,
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},
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};
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if tx.send(Ok(chunk)).await.is_err() {
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break;
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}
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}
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if let Some(images) = slide.load_images_manually() {
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for image in images.iter() {
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let base64_data = &image.base64_content;
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let total_length = base64_data.len();
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let mut offset = 0;
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let mut segment_index = 0;
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while offset < total_length {
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let end = min(offset + IMAGE_SEGMENT_SIZE_IN_CHARS, total_length);
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let segment_content = &base64_data[offset..end];
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let is_end = end == total_length;
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let base64_image = Base64Image::new(
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image.img_ref.id.clone(),
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segment_content.to_string(),
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segment_index,
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is_end
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);
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let chunk = Chunk {
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content: String::new(),
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metadata: Metadata::Presentation {
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slide_number: slide.slide_number,
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image: Some(base64_image),
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},
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};
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if tx.send(Ok(chunk)).await.is_err() {
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break;
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}
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offset = end;
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segment_index += 1;
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}
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}
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}
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},
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Err(e) => {
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let _ = tx.send(Err(Box::new(e) as Box<dyn std::error::Error + Send + Sync>)).await;
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break;
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}
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}
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}
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});
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Ok(Box::pin(ReceiverStream::new(rx)))
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}
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