feat: Media HTTP fetching and b64 decoding

lib/llm/Cargo.toml

@@ -140,6 +140,10 @@ minijinja = { version = "2.10.2", features = ["loader"] }
 minijinja-contrib = { version = "2.10.2", features = ["pycompat"] }
 json-five = { version = "0.3" }
 
+# media loading in the preprocessor
+reqwest = { workspace = true }
+base64 = { version = "0.22" }
+
 # Publishers
 zeromq = "0.4.1"
 rmp-serde = "1.3"
@@ -167,6 +171,7 @@ insta = { version = "1.41", features = [
 ] }
 
 lazy_static = "1.4"
+mockito = "1.7.0"
 
 [build-dependencies]
 tonic-build = { version = "0.13.1" }

lib/llm/src/preprocessor.rs

@@ -11,6 +11,7 @@
 //!
 //! The Preprocessor will accept any IngressRequest and transform it to a BackendRequest.
 
+pub mod media;
 pub mod prompt;
 pub mod tools;
 use anyhow::Context;
@@ -26,11 +27,11 @@ use std::{collections::HashMap, pin::Pin, sync::Arc};
 use tracing;
 
 use crate::model_card::{ModelDeploymentCard, ModelInfo};
+use crate::preprocessor::media::MediaLoader;
 use crate::preprocessor::prompt::OAIChatLikeRequest;
 use crate::protocols::common::preprocessor::{
     MultimodalData, MultimodalDataMap, PreprocessedRequestBuilder,
 };
-
 use crate::tokenizers::Encoding;
 
 use dynamo_parsers::{ReasoningParser, ReasoningParserType};
@@ -113,6 +114,7 @@ pub struct OpenAIPreprocessor {
     /// Per-model runtime configuration propagated to response generator (e.g., reasoning/tool parser)
     runtime_config: crate::local_model::runtime_config::ModelRuntimeConfig,
     tool_call_parser: Option<String>,
+    media_loader: Option<MediaLoader>,
 }
 
 impl OpenAIPreprocessor {
@@ -141,14 +143,15 @@ impl OpenAIPreprocessor {
 
         // // Initialize runtime config from the ModelDeploymentCard
         let runtime_config = mdc.runtime_config.clone();
-
+        let media_loader = None; // TODO: enable with decoder config from MDC
         Ok(Arc::new(Self {
             formatter,
             tokenizer,
             model_info,
             mdcsum,
             runtime_config,
             tool_call_parser,
+            media_loader,
         }))
     }
     /// Encode a string to it's tokens
@@ -162,7 +165,7 @@ impl OpenAIPreprocessor {
     /// Annotations evaluated by this method include:
     /// - `formatted_prompt`
     /// - `token_ids`
-    pub fn preprocess_request<
+    pub async fn preprocess_request<
         R: OAIChatLikeRequest
             + AnnotationsProvider
             + SamplingOptionsProvider
@@ -181,6 +184,7 @@ impl OpenAIPreprocessor {
             .gather_tokens(request, &mut builder, formatted_prompt)
             .with_context(|| "Failed to gather tokens")?;
         self.gather_multi_modal_data(request, &mut builder)
+            .await
             .with_context(|| "Failed to gather multimodal data")?;
 
         Ok((builder.build()?, annotations))
@@ -267,14 +271,15 @@ impl OpenAIPreprocessor {
         }
     }
 
-    pub fn gather_multi_modal_data<R: OAIChatLikeRequest>(
+    pub async fn gather_multi_modal_data<R: OAIChatLikeRequest>(
         &self,
         request: &R,
         builder: &mut PreprocessedRequestBuilder,
     ) -> Result<()> {
         let messages = request.messages();
         let message_count = messages.len().unwrap_or(0);
         let mut media_map: MultimodalDataMap = HashMap::new();
+        let mut fetch_tasks = Vec::new();
 
         for idx in 0..message_count {
             let msg = messages
@@ -307,10 +312,31 @@ impl OpenAIPreprocessor {
                     _ => continue,
                 };
 
-                let map_item = media_map.entry(type_str.clone()).or_default();
-                map_item.push(MultimodalData::Url(url));
+                if self.media_loader.is_some() {
+                    fetch_tasks.push((type_str, content_part.clone()));
+                } else {
+                    // No loader, just pass the URL through
+                    media_map
+                        .entry(type_str)
+                        .or_default()
+                        .push(MultimodalData::Url(url));
+                }
             }
         }
+
+        // Execute all fetch tasks
+        if !fetch_tasks.is_empty() {
+            let loader = self.media_loader.as_ref().unwrap();
+            let _results = futures::future::join_all(
+                fetch_tasks
+                    .iter()
+                    .map(|(_, content_part)| loader.fetch_media_part(content_part)),
+            )
+            .await;
+
+            // TODO: decode and pass NIXL descriptors to the media map
+        }
+
         if !media_map.is_empty() {
             builder.multi_modal_data(Some(media_map));
         }
@@ -839,7 +865,7 @@ impl
         let response_generator = request.response_generator(context.id().to_string());
 
         // convert the chat completion request to a common completion request
-        let (common_request, annotations) = self.preprocess_request(&request)?;
+        let (common_request, annotations) = self.preprocess_request(&request).await?;
 
         let mut response_generator = Box::new(response_generator);
 
@@ -974,7 +1000,7 @@ impl
         // convert the chat completion request to a common completion request
         let mut builder = self.builder(&request)?;
         let annotations = self.gather_tokens(&request, &mut builder, None)?;
-        self.gather_multi_modal_data(&request, &mut builder)?;
+        self.gather_multi_modal_data(&request, &mut builder).await?;
 
         let common_request = builder.build()?;
 

lib/llm/src/preprocessor/media.rs

@@ -0,0 +1,8 @@
+// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+// SPDX-License-Identifier: Apache-2.0
+
+mod common;
+mod loader;
+
+pub use common::EncodedMediaData;
+pub use loader::MediaLoader;

lib/llm/src/preprocessor/media/common.rs

@@ -0,0 +1,146 @@
+// SPDX-FileCopyrightText: Copyright (c) 2024-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+// SPDX-License-Identifier: Apache-2.0
+
+use anyhow::Result;
+use base64::{Engine as _, engine::general_purpose};
+
+// Raw encoded media data (.png, .mp4, ...), optionally b64-encoded
+#[derive(Debug)]
+pub struct EncodedMediaData {
+    pub(crate) bytes: Vec<u8>,
+    pub(crate) b64_encoded: bool,
+}
+
+impl EncodedMediaData {
+    // Handles both web URLs (will download the bytes) and data URLs (will keep b64-encoded)
+    pub async fn from_url(url: &url::Url, client: &reqwest::Client) -> Result<Self> {
+        let (bytes, b64_encoded) = match url.scheme() {
+            "data" => {
+                let base64_data = url
+                    .as_str()
+                    .split_once(',')
+                    .ok_or_else(|| anyhow::anyhow!("Invalid media data URL format"))?
+                    .1;
+                anyhow::ensure!(!base64_data.is_empty(), "Media data URL is empty");
+                (base64_data.as_bytes().to_vec(), true)
+            }
+            "http" | "https" => {
+                let bytes = client
+                    .get(url.to_string())
+                    .send()
+                    .await?
+                    .error_for_status()?
+                    .bytes()
+                    .await?;
+                anyhow::ensure!(!bytes.is_empty(), "Media URL is empty");
+                (bytes.to_vec(), false)
+            }
+            scheme => anyhow::bail!("Unsupported media URL scheme: {scheme}"),
+        };
+
+        Ok(Self { bytes, b64_encoded })
+    }
+
+    // Potentially decodes b64 bytes
+    pub fn into_bytes(self) -> Result<Vec<u8>> {
+        if self.b64_encoded {
+            Ok(general_purpose::STANDARD.decode(self.bytes)?)
+        } else {
+            Ok(self.bytes)
+        }
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[tokio::test]
+    async fn test_from_base64() {
+        // Simple base64 encoded "test" string: dGVzdA==
+        let data_url = url::Url::parse("data:text/plain;base64,dGVzdA==").unwrap();
+        let client = reqwest::Client::new();
+
+        let result = EncodedMediaData::from_url(&data_url, &client)
+            .await
+            .unwrap();
+
+        assert!(result.b64_encoded);
+        assert_eq!(result.bytes, b"dGVzdA==");
+        let decoded = result.into_bytes().unwrap();
+        assert_eq!(decoded, b"test");
+    }
+
+    #[tokio::test]
+    async fn test_from_empty_base64() {
+        let data_url = url::Url::parse("data:text/plain;base64,").unwrap();
+        let client = reqwest::Client::new();
+
+        let result = EncodedMediaData::from_url(&data_url, &client).await;
+        assert!(result.is_err());
+    }
+
+    #[tokio::test]
+    async fn test_from_invalid_base64() {
+        let data_url = url::Url::parse("data:invalid").unwrap();
+        let client = reqwest::Client::new();
+
+        let result = EncodedMediaData::from_url(&data_url, &client).await;
+        assert!(result.is_err());
+    }
+
+    #[tokio::test]
+    async fn test_from_url_http() {
+        let mut server = mockito::Server::new_async().await;
+        let mock = server
+            .mock("GET", "/image.png")
+            .with_status(200)
+            .with_body(b"test data")
+            .create_async()
+            .await;
+
+        let url = url::Url::parse(&format!("{}/image.png", server.url())).unwrap();
+        let client = reqwest::Client::new();
+
+        let result = EncodedMediaData::from_url(&url, &client).await.unwrap();
+
+        assert!(!result.b64_encoded);
+        assert_eq!(result.bytes, b"test data");
+        let decoded = result.into_bytes().unwrap();
+        assert_eq!(decoded, b"test data");
+
+        mock.assert_async().await;
+    }
+
+    #[tokio::test]
+    async fn test_from_url_http_404() {
+        let mut server = mockito::Server::new_async().await;
+        let mock = server
+            .mock("GET", "/image.png")
+            .with_status(404)
+            .create_async()
+            .await;
+
+        let url = url::Url::parse(&format!("{}/image.png", server.url())).unwrap();
+        let client = reqwest::Client::new();
+        let result = EncodedMediaData::from_url(&url, &client).await;
+        assert!(result.is_err());
+
+        mock.assert_async().await;
+    }
+
+    #[tokio::test]
+    async fn test_from_unsupported_scheme() {
+        let ftp_url = url::Url::parse("ftp://example.com/image.png").unwrap();
+        let client = reqwest::Client::new();
+
+        let result = EncodedMediaData::from_url(&ftp_url, &client).await;
+        assert!(result.is_err());
+        assert!(
+            result
+                .unwrap_err()
+                .to_string()
+                .contains("Unsupported media URL scheme")
+        );
+    }
+}