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Retrieval Augmented Generation Programming Tutorials & Engineering Articles

31 Retrieval Augmented Generation tutorials, guides, and engineering insights from NVIDIA, Google, Cloudflare, and more

Retrieval Augmented Generation Articles & Tutorials

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Google logo
Google
Intermediate
The article discusses the advancements in on-device AI powered by MediaTek's Neural Processing Unit (NPU) and the introduction of the LiteRT NeuroPilot Accelerator.
Lu Wang, Arian Arfaian, Luke Boyer
10 min read
Includes Code
Has Summary
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Google logo
Google
Beginner
The article discusses the launch of the Google AI Edge Gallery app, which now includes audio capabilities and is available on Google Play.
Alice Zheng, Na Li
3 min read
Has Summary
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Google logo
Google
Intermediate
This article discusses the integration of Google's EmbeddingGemma model with Google Cloud's Dataflow to create a scalable embedding pipeline for AI applications.
Danny McCormick, Ian Ballantyne, Olivier Lacombe
5 min read
Includes Code
Has Summary
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Google logo
Google
Intermediate
EmbeddingGemma is an innovative open embedding model designed for on-device AI applications, featuring 308 million parameters for efficient performance.
Anthropic logo
Anthropic
Advanced
The article discusses the development of a multi-agent research system, detailing its architecture, benefits, and the lessons learned during its transition from prototype to production.
18 min read
Has Summary
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Google logo
Google
Beginner
The article discusses the expansion of Google's AI Edge platform to support on-device small language models (SLMs) with multimodal capabilities, including the introduction of the Gemma 3 and Gemma ...
Mark Sherwood, Matthew Chan, Marissa Ikonomidis
6 min read
Has Summary
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Cloudflare logo
Cloudflare
Advanced
The article highlights the innovative approaches taken by startups Lamatic AI and Skyward AI in building AI agent platforms using Cloudflare's infrastructure.
Christopher Rotas
12 min read
Includes Code
Has Summary
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Cloudflare logo
Cloudflare
Advanced
The article discusses significant improvements to Cloudflare's Workers AI, including enhancements in inference speed, batch workload support, expanded LoRA model support, and a new dashboard.
Michelle Chen
12 min read
Includes Code
Has Summary
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Cloudflare logo
Cloudflare
Advanced
Meta's Llama 4 is now available on the Cloudflare Workers AI platform, offering a powerful, multimodal generative AI model.
Stripe logo
Stripe
Intermediate
Stripe has introduced an AI Assistant integrated into its VS Code extension, designed to enhance developer experience by providing accurate, personalized responses based on Stripe's extensive docum...
Mathew Varughese
8 min read
Includes Code
Has Summary
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Slack logo
Slack
Advanced
The article discusses the development of Slack's enterprise search functionality, emphasizing its security and privacy features.
Palantir logo
Palantir
Intermediate
The article discusses the requirements and best practices for deploying AI in production within the insurance underwriting sector.
Google logo
Google
Advanced
The article discusses the Vertex AI RAG Engine, a tool designed to help developers build grounded generative AI applications by addressing challenges like hallucinations and outdated knowledge.
Meta logo
Meta
Advanced
The article discusses Glean, Meta's open-source code indexing system designed to efficiently collect and manage information about source code.
LinkedIn logo
LinkedIn
Advanced
The article discusses the development of domain-adapted foundation GenAI models at LinkedIn, focusing on their application within the Economic Opportunity Network (EON) project.
Google logo
Google
Beginner
The article discusses Firebase Demo Day 2024, showcasing how to build and run AI-powered applications using Firebase products like Firebase Genkit, Vertex AI, and Firebase App Hosting.
Yasmin Gehman
4 min read
Has Summary
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Cloudflare logo
Cloudflare
Advanced
The article discusses the development of Vectorize, a distributed vector database built on Cloudflare’s Developer Platform.
Jérôme Schneider
21 min read
Includes Code
Has Summary
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NVIDIA logo
NVIDIA
Intermediate
The article discusses the performance of the NVIDIA GH200 Grace Hopper Superchip in the latest MLPerf Inference v4.
Amr Elmeleegy
6 min read
Has Summary
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NVIDIA logo
NVIDIA
Advanced
The article provides a comprehensive guide on building a Retrieval-Augmented Generation (RAG) pipeline using NVIDIA AI LangChain AI Endpoints.
LinkedIn logo
LinkedIn
Intermediate
The article discusses the development of a new AI-powered experience at LinkedIn, focusing on the challenges and successes encountered while building a generative AI product.
Slack logo
Slack
Intermediate
The article discusses the development of Slack AI with a focus on ensuring security and privacy for customer data.
Kelly Moran
9 min read
Has Summary
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Pinterest logo
Pinterest
Intermediate
The article discusses Pinterest's development of a Text-to-SQL feature that utilizes Large Language Models (LLMs) to assist data users in generating SQL queries from natural language questions.
NVIDIA logo
NVIDIA
Intermediate
NVIDIA AI Workbench is a newly available toolkit designed to streamline AI and ML development for both novice and expert developers.
NVIDIA logo
NVIDIA
Intermediate
The article discusses the new workshops and certification opportunities available at NVIDIA GTC 2024, highlighting both in-person and virtual training sessions.
Palantir logo
Palantir
Intermediate
The article discusses the integration of logic tools within Palantir's Artificial Intelligence Platform (AIP) to enhance Retrieval Augmented Generation (RAG) and Ontology Augmented Generation (OAG)...
Palantir logo
Palantir
Intermediate
The article discusses how to leverage Palantir AIP to build a semantic search application that uncovers insights from unstructured data within enterprises.
NVIDIA logo
NVIDIA
Intermediate
The article discusses the evolution of machine learning operations (MLOps) into specialized areas such as GenAIOps and LLMOps, focusing on the development and management of generative AI and large ...
Nik Spirin
13 min read
Has Summary
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NVIDIA logo
NVIDIA
Intermediate
The article discusses the application of Large Language Models (LLMs) in enterprise solutions, highlighting their capabilities in enhancing productivity across various industries.
NVIDIA logo
NVIDIA
Beginner
The NVIDIA LLM Developer Day is a virtual event aimed at developers interested in building applications utilizing Large Language Models (LLMs).
Pranjali Joshi
2 min read
Has Summary
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LinkedIn logo
LinkedIn
Intermediate
The article discusses how LinkedIn utilizes embedding-based retrieval (EBR) technology to enhance job matching for seekers.
Jake Mannix
11 min read
Has Summary
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NVIDIA logo
NVIDIA
Intermediate
The article discusses NVIDIA AI Enterprise 4. 0, a comprehensive solution designed to support enterprises in developing and deploying generative AI applications.

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