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How NVIDIA Uses FastAPI

18 engineering articles about FastAPI from NVIDIA's engineering team

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A TensorRT engine build can take seconds to many minutes. Large strongly typed models, deep tactic search, and a cold timing cache on a brand-new GPU SKU can…
Michelle Horton
10 min read
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AI agents have changed a lot in the last two years. The first could only answer one question at a time. Then came multi-turn chat, where the model could keep…
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Developing real-time vision AI applications presents a significant challenge for developers, often demanding intricate data pipelines, countless lines of code…
Debraj Sinha
9 min read
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While consumer AI offers powerful capabilities, workplace tools often suffer from disjointed data and limited context. Built with LangChain, the NVIDIA AI-Q…
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This article provides a comprehensive tutorial on building an AI-powered catalog enrichment system that enhances e-commerce product listings using NVIDIA's advanced models.
Antonio Martinez
10 min read
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The article discusses the NVIDIA Multi-Agent Intelligent Warehouse (MAIW), an AI command layer designed to enhance operational efficiency and supply chain intelligence in automated warehouses.
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The article discusses how to build custom AI agents using the NVIDIA NeMo Agent toolkit, an open-source library that facilitates the integration of various agents and tools.
Nicola Sessions
3 min read
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The article discusses the development of multimodal visual AI agents using NVIDIA NIM microservices, highlighting the importance of vision-language models (VLMs) in processing and analyzing diverse...
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The article discusses the NVIDIA retail shopping advisor, an AI-powered solution designed to enhance personalized retail experiences through a retrieval-augmented generation (RAG) application.
Cynthia Countouris
4 min read
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The article discusses the development of generative AI-powered Visual AI Agents using Vision Language Models (VLMs) on the NVIDIA Jetson Orin platform.
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The article discusses how to build safer LLM applications using LangChain Templates and NVIDIA NeMo Guardrails.
Aditi Bodhankar
7 min read
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The article discusses the integration of Metaflow and NVIDIA Triton Inference Server for developing and deploying machine learning models.
Eddie Mattia
12 min read
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This article provides a comprehensive guide on deploying AI models in Python using the PyTriton interface with NVIDIA Triton Inference Server.
Shankar Chandrasekaran
6 min read
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This article provides an overview of machine learning workflows, detailing the stages involved in developing and deploying machine learning models to deliver business value.
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This article provides a comprehensive guide on building a machine learning web application using Streamlit for the frontend and FastAPI for the backend.
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This article provides a comprehensive guide on building a machine learning microservice using FastAPI, highlighting the advantages of microservices over monolithic architectures, and detailing the ...
Kurtis Pykes
11 min read
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The article introduces Container Canary, an open-source tool designed to validate user-provided container images against specific platform requirements.
Jacob Tomlinson
10 min read
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This article discusses the construction of a simple AI assistant using DeepPavlov and NVIDIA NeMo, focusing on voice interaction technologies such as Automatic Speech Recognition (ASR), Natural Lan...
Fedor Ignatov
9 min read
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