These third-party projects greatly expand the ways agents and LLMs can draw on facts, documents, and conversations to deliver ...

RAGChecker is an advanced automatic evaluation framework designed to assess and diagnose Retrieval-Augmented Generation (RAG) systems. It provides a comprehensive suite of metrics and tools for ...

If you've been building AI applications but relying entirely on managed API endpoints, this tutorial is your entry point into running models on raw GPU hardware, your own endpoint, your own model, ...

But for industries dependent on heavy engineering, the reality has been underwhelming. Engineers ask specific questions about infrastructure, and the bot hallucinates. The failure isn't in the LLM.

Security researchers uncovered two vulnerabilities in the popular Python-based AI app building tool that could allow attackers to extract credentials and files — and gain a lateral edge. Two ...

Retrieval-Augmented Generation (RAG) represents an advanced AI system that enhances Large Language Models (LLMs) through real-time knowledge integration from external sources [1]. The technique ...

[2025-06-01] Many thanks to @aherzinger for implementing and refactoring the Generator and RAG models. [2025-05-30] Huge thanks to @baraayusry for implementing the Online Retriever using CrawAI and ...

Explore NVIDIA's free AI courses available in 2025, all completable in under eight hours. Learn to build RAG Agents for large language models, enhancing productivity through informed user interactions ...