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How to Build Vision AI Pipelines Using NVIDIA DeepStream Coding Agents | NVIDIA Technical Blog

… Each batch must contain frames from a single stream only. 3. VLM Backend: Implement a module that receives a batch of decoded video frames and returns a text summary from the multi-modal VLM. 4. Kafka Output: Send each text summary to a remote server using Kafka. …

Apr 16, 2026 · Debraj Sinha

developer.nvidia.com › blog

Full-Stack Optimizations for Agentic Inference with NVIDIA Dynamo | NVIDIA Technical Blog

… Custom routers register on the same service mesh as the default components and can override routing config per-request: Query per-worker load and overlap for custom routing logic loads = await router.get potential loads token ids Override routing config based on request properties Long contexts ben… …

Apr 17, 2026 · Ishan Dhanani