The offline pipeline's primary objective is regression testing — identifying failures, drift, and latency before production. Deploying an enterprise LLM feature without a gating offline evaluation ...
When Nandakishore Leburu was building LLM applications at LinkedIn, he learned that the models weren't the problem. The security around them was. He's now a Principal Engineer at Walmart, working on ...
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But thanks to a few innovative and easy-to-use desktop apps, LM Studio and GPT4All, you can bypass both these drawbacks. With the apps, you can run various LLM models on your computer directly. I’ve ...
The LLM app landscape shifted dramatically in early 2026, moving away from complex, self-hosted Kubernetes clusters toward a unified, serverless-first architecture. With Cloudflare's April 'Agents ...
Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Dany Lepage discusses the architectural ...
Haystack is an open-source framework for building applications based on large language models (LLMs) including retrieval-augmented generation (RAG) applications, intelligent search systems for large ...